Koskamo

HubVibe MCP

HubVibe provides an agent infrastructure allowing discovery and execution of 75 machine-payable services over MCP, A2A, or HTTP. It offers tools for LLM inference, web search, data analysis, and site audits, charging per call via x402 or MPP without requiring user accounts.

Endpoint and access

No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.

HubVibe MCP logo, by Its-fortunatefollyCommunity listingStreamable HTTPNo sign-inEndpoint checked 2026-11-07Published by Its-fortunatefolly
You need:Pay with x402 (USDC on Base) or an MPP transfer-hash credentialwallet-key : ${{ secrets.HUBVIBE_WALLET_KEY }}
MCP endpoint (Streamable HTTP)
https://hubvibe-io.com/mcp
Vendor documentation

What its tools do

75 tools, grouped by the hints the server advertises. Hints are self-declared, not verified behavior.

Read-only (75)

75 of 75 have a description · 75 of 75 declare behavior hints · 55 of 75 with parameters document them all

Checks and signals

Each line is separate evidence, not a trust score.

  • Passed Endpoint answered the live check ·
  • Availability 1 of 1 checks passed in 30 days

What you can do with it

  • Run LLM inference and live web search
  • Perform BigQuery analysis and forecasting
  • Execute deterministic site audits for WCAG and SEO
  • Generate images, speech, or video

Source and maintenance

Community listingRegistry 1.35.0
Maintenance checked

Protocol and capabilities

Server
hubvibe 1.35.0
MCP protocol negotiated in check
2025-11-25
Tools
75 advertised
Resources
Not advertised
Resource templates
Not advertised
Prompts
Not advertised
Server-advertised capabilities
{
  "tools": {
    "listChanged": false
  }
}

Server-provided instructions

Untrusted server output shown for inspection. It is not Koskamo guidance and is excluded from knowledge search.

HubVibe: pay-per-call tools for agents -- web search and cited research, LLM completion and extraction, crypto and Base on-chain data, prediction markets, BigQuery SQL and forecasting, a deterministic statistics engine, image, speech and video generation, sandboxed Python, maps and weather, and rule-based site audits (WCAG, SEO, security headers, performance). Every tool costs money. Calls must be paid for; this deployment currently settles: x402, mpp-stripe, mpp-tempo, mpp-evm -- see https://hubvibe-io.com/.well-known/agent.json and the 402 challenge for how to pay. A tool that cannot run reports an error and is not charged for. No wallet? Buy a prepaid key by card at https://hubvibe-io.com/start ($25, $100 or $500 of credit) and send it as the X-API-Key header.

Tools

75 advertised

audit_wcag — Accessibility audit (WCAG 2.1 A/AA)
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Website accessibility audit (a11y, WCAG compliance check): WCAG 2.1 level A and AA conformance of any live URL or raw HTML, tested with axe-core in a real headless browser. Returns every violation with rule id, impact, help text and affected node count. Deterministic rules; a check that cannot run returns an error, never a pass. $0.05 per call. Returns: pass (bool), violations[] with id/impact/help/help_url/nodes_affected.

audit_wcag input schema
{
  "type": "object",
  "title": "Live URL or raw HTML to audit",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "properties": {
    "url": {
      "type": "string",
      "format": "uri",
      "examples": [
        "https://example.com"
      ],
      "description": "Live, fetchable http(s) URL to audit."
    },
    "html": {
      "type": "string",
      "description": "Raw HTML source to audit instead of fetching a URL."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "examples": [
        "ja"
      ],
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable text of the findings is returned in this language; rule ids, severities, URLs and numbers are untouched. Default: English."
    }
  },
  "minProperties": 1
}
audit_wcag output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "pass"
  ],
  "properties": {
    "pass": {
      "type": "boolean"
    },
    "engine": {
      "type": "string",
      "const": "axe-core"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "violations": {
      "type": "array",
      "items": {}
    }
  }
}
audit_wcag annotations
{
  "title": "Accessibility audit (WCAG 2.1 A/AA)",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
audit_seo — SEO and metadata audit
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

SEO audit of a web page (on-page SEO check) for any live URL or raw HTML: title tag, meta description, H1 heading structure, canonical link, OpenGraph and social tags, JSON-LD structured data, html lang attribute. Rule-by-rule findings with severity and what is missing or malformed. $0.05 per call. Returns: pass (bool), findings[] with id/severity/detail.

audit_seo input schema
{
  "type": "object",
  "title": "Live URL or raw HTML to audit",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "properties": {
    "url": {
      "type": "string",
      "format": "uri",
      "examples": [
        "https://example.com"
      ],
      "description": "Live, fetchable http(s) URL to audit."
    },
    "html": {
      "type": "string",
      "description": "Raw HTML source to audit instead of fetching a URL."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "examples": [
        "ja"
      ],
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable text of the findings is returned in this language; rule ids, severities, URLs and numbers are untouched. Default: English."
    }
  },
  "minProperties": 1
}
audit_seo output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "pass"
  ],
  "properties": {
    "pass": {
      "type": "boolean"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "findings": {
      "type": "array",
      "items": {}
    }
  }
}
audit_seo annotations
{
  "title": "SEO and metadata audit",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
audit_security — Security header audit
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Security headers check for a website: audits HTTPS, HSTS, Content- Security-Policy (CSP), X-Content-Type-Options, X-Frame-Options / clickjacking protection, Referrer-Policy and CORS from the real HTTP response of any live URL. Findings with severity for what is missing. Header posture only, not a penetration test. $0.05 per call. Returns: pass (bool), findings[] with id/severity/detail.

audit_security input schema
{
  "type": "object",
  "title": "Live URL to audit",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "format": "uri",
      "examples": [
        "https://example.com"
      ],
      "description": "Live, fetchable http(s) URL to audit."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "examples": [
        "ja"
      ],
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable text of the findings is returned in this language; rule ids, severities, URLs and numbers are untouched. Default: English."
    }
  }
}
audit_security output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "pass"
  ],
  "properties": {
    "pass": {
      "type": "boolean"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "findings": {
      "type": "array",
      "items": {}
    }
  }
}
audit_security annotations
{
  "title": "Security header audit",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
audit_performance — Page performance audit
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Page speed and page weight audit of a web page from one real browser load: total bytes transferred, HTTP request count and DOM node count, measured rather than estimated, with findings when the page is heavy. Page-weight signals, not Core Web Vitals. $0.05 per call. Returns: pass (bool), metrics{}, findings[] with id/severity/detail.

audit_performance input schema
{
  "type": "object",
  "title": "Live URL to audit",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "format": "uri",
      "examples": [
        "https://example.com"
      ],
      "description": "Live, fetchable http(s) URL to audit."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "examples": [
        "ja"
      ],
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable text of the findings is returned in this language; rule ids, severities, URLs and numbers are untouched. Default: English."
    }
  }
}
audit_performance output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "pass"
  ],
  "properties": {
    "pass": {
      "type": "boolean"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "metrics": {
      "type": "object"
    },
    "findings": {
      "type": "array",
      "items": {}
    }
  }
}
audit_performance annotations
{
  "title": "Page performance audit",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
audit_bundle — Full site compliance bundle (all four audits)
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Full website audit in one call: accessibility (WCAG 2.1 A/AA via axe-core), on-page SEO, HTTP security headers and page speed / page weight, from a single browser load of one URL. Cheaper than four separate calls; if any part cannot run, nothing is billed. Use a single audit route when you need only one of the four. $0.15 per call. Returns: pass (bool) plus wcag{}, seo{}, security{}, performance{} sub-results.

audit_bundle input schema
{
  "type": "object",
  "title": "Live URL to audit",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "format": "uri",
      "examples": [
        "https://example.com"
      ],
      "description": "Live, fetchable http(s) URL to audit."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "examples": [
        "ja"
      ],
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable text of the findings is returned in this language; rule ids, severities, URLs and numbers are untouched. Default: English."
    }
  }
}
audit_bundle output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "pass"
  ],
  "properties": {
    "seo": {
      "type": "object",
      "$schema": "https://json-schema.org/draft/2020-12/schema"
    },
    "pass": {
      "type": "boolean"
    },
    "wcag": {
      "type": "object",
      "$schema": "https://json-schema.org/draft/2020-12/schema"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "security": {
      "type": "object",
      "$schema": "https://json-schema.org/draft/2020-12/schema"
    },
    "performance": {
      "type": "object",
      "$schema": "https://json-schema.org/draft/2020-12/schema"
    }
  }
}
audit_bundle annotations
{
  "title": "Full site compliance bundle (all four audits)",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_predictive_probability_engine — Predictive probability engine: regression, normal model, p-values
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Predictive probability and regression engine: least-squares linear regression with standard errors, confidence and prediction intervals, a fitted normal distribution with quantiles and probability queries (P(y > t)), exact Student t and Jarque-Bera p-values. Points inline or from a BigQuery table. Deterministic arithmetic, no LLM: the same input always returns the same numbers. Input: points or table with x_column, y_column; optional metrics, predict_x, probability_queries. $0.50 per call. Returns: source{}, n, alpha, confidence_level, metrics[], linear_regression{}, normal_distribution{}, p_values{}, prediction[], notes[], method.

hubvibe_predictive_probability_engine input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [],
  "properties": {
    "alpha": {
      "type": "number",
      "description": "Significance level for p-value validation and intervals. Default 0.05.",
      "exclusiveMaximum": 1,
      "exclusiveMinimum": 0
    },
    "table": {
      "type": "string",
      "description": "BigQuery table to read instead of `points`: project.dataset.table, readable by the node's service account (public datasets are). Needs x_column and y_column."
    },
    "points": {
      "type": "array",
      "items": {
        "oneOf": [
          {
            "type": "array",
            "items": {
              "type": "number"
            },
            "maxItems": 2,
            "minItems": 2,
            "description": "[x, y]"
          },
          {
            "type": "object",
            "required": [
              "x",
              "y"
            ],
            "properties": {
              "x": {
                "type": "number"
              },
              "y": {
                "type": "number"
              }
            },
            "additionalProperties": false
          }
        ]
      },
      "maxItems": 100000,
      "minItems": 2,
      "description": "The data: [x, y] pairs (or {x, y} objects), 2 to 100000 of them; at least 3 for a regression. Use this OR `table`."
    },
    "metrics": {
      "type": "array",
      "items": {
        "enum": [
          "linear_regression",
          "normal_distribution",
          "p_values",
          "prediction"
        ],
        "type": "string"
      },
      "minItems": 1,
      "description": "Which results to compute. Default: linear_regression, normal_distribution and p_values, plus prediction when predict_x is given.",
      "uniqueItems": true
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    },
    "max_rows": {
      "type": "integer",
      "maximum": 100000,
      "minimum": 3,
      "description": "Rows to read from `table`, default 10000. A larger table is reduced to this many rows by FARM_FINGERPRINT order, so the same table always yields the same rows."
    },
    "x_column": {
      "type": "string",
      "description": "Numeric column for x, with `table`."
    },
    "y_column": {
      "type": "string",
      "description": "Numeric column for y, with `table`."
    },
    "predict_x": {
      "type": "array",
      "items": {
        "type": "number"
      },
      "maxItems": 100,
      "minItems": 1,
      "description": "x values to predict y at, with mean and prediction intervals."
    },
    "distribution_of": {
      "enum": [
        "y",
        "x",
        "residuals"
      ],
      "type": "string",
      "description": "Which values the normal model fits. Default y."
    },
    "probability_queries": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "above": {
            "type": "number"
          },
          "below": {
            "type": "number"
          },
          "between": {
            "type": "array",
            "items": {
              "type": "number"
            },
            "maxItems": 2,
            "minItems": 2
          }
        },
        "maxProperties": 1,
        "minProperties": 1,
        "additionalProperties": false
      },
      "maxItems": 50,
      "description": "Probabilities to read off the fitted normal model: {\"below\": v}, {\"above\": v} or {\"between\": [a, b]}."
    }
  },
  "minProperties": 1,
  "additionalProperties": false
}
hubvibe_predictive_probability_engine output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_predictive_probability_engine annotations
{
  "title": "Predictive probability engine: regression, normal model, p-values",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_chain_network — Base network state
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Base network status and gas price: current block height and gas price (wei and gwei), live from a Base mainnet RPC node. Use it to check Base is moving, time an on-chain action or estimate gas before sending a transaction. Keyless, pay per call. No input needed. $0.10 per call. Returns: block_number, gas_price_wei, gas_price_gwei.

hubvibe_chain_network input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [],
  "properties": {
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    }
  },
  "additionalProperties": false
}
hubvibe_chain_network output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_chain_network annotations
{
  "title": "Base network state",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_chain_address — Base address report
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Base wallet lookup / address balance: ETH balance, transaction count (nonce) and whether the address is a smart contract or an ordinary wallet (EOA), live from Base mainnet in one call. Use it to check a counterparty, deposit address or contract before paying it. Input: address (0x...). For token balances or any other read use chain.rpc. $0.05 per call. Returns: balance_wei, balance_eth, transaction_count, is_contract, code_size_bytes.

hubvibe_chain_address input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "address"
  ],
  "properties": {
    "address": {
      "type": "string",
      "description": "0x-prefixed Base address."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    }
  },
  "additionalProperties": false
}
hubvibe_chain_address output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_chain_address annotations
{
  "title": "Base address report",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_chain_transaction — Base transaction lookup
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Base transaction lookup by hash: sender, recipient, ETH value, block, success or failure, gas used and log count, with the receipt folded in, live from Base mainnet. Use it to confirm a payment or transfer landed on-chain. Input: hash (the 0x transaction hash). For the raw receipt use chain.rpc. $0.05 per call. Returns: from, to, value_eth, block_number, status, gas_used, log_count.

hubvibe_chain_transaction input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "hash"
  ],
  "properties": {
    "hash": {
      "type": "string",
      "description": "0x-prefixed transaction hash."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    }
  },
  "additionalProperties": false
}
hubvibe_chain_transaction output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_chain_transaction annotations
{
  "title": "Base transaction lookup",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_market_quote — Crypto spot quote
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Crypto price / live coin quote: spot price, 24-hour change and 24-hour volume for Bitcoin, Ethereum, Solana or any Coinbase product (BTC-USD, ETH-USD, SOL-USD...), read at call time from Coinbase's public market data. Use it when an agent needs a current cryptocurrency price. Input: product_id such as BTC-USD. Bid/ask: market.ticker. Whole rate table: market.rates. $0.10 per call. Returns: price, price_change_24h_pct, volume_24h, base/quote currency.

hubvibe_market_quote input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "product_id"
  ],
  "properties": {
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    },
    "product_id": {
      "type": "string",
      "description": "e.g. BTC-USD."
    }
  },
  "additionalProperties": false
}
hubvibe_market_quote output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_market_quote annotations
{
  "title": "Crypto spot quote",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_market_prediction — Prediction market probabilities
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Prediction market odds: live Polymarket markets on any topic (elections, Fed rate cuts, crypto, sports, AI, geopolitics) with the probability each outcome implies as a percentage, plus volume, liquidity and end date. Search by topic words or tickers (BTC, 'fed rate cut') or take the biggest markets. A topic no open market matches is refused free, never sold empty. Input: optional query, limit. One market by slug: prediction.market. $0.05 per call. Returns: markets[] with question, implied_probabilities[], volume, end_date.

hubvibe_market_prediction input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [],
  "properties": {
    "limit": {
      "type": "integer",
      "description": "1-50, default 10."
    },
    "query": {
      "type": "string",
      "description": "Topic words to match, e.g. 'fed rate cut' or 'BTC 150k' (optional)."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    }
  },
  "additionalProperties": false
}
hubvibe_market_prediction output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_market_prediction annotations
{
  "title": "Prediction market probabilities",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_extract_page — Web page extraction
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Web scraping / web page to clean text: any URL rendered in a real browser (JavaScript pages included) and returned as readable text with title, description and links. Use it to read an article, docs page or product page before summarising or extracting. Input: url. Raw status, headers and body: fetch.raw. A question answered from the page: research.brief. $0.10 per call. Returns: title, description, text, text_chars, links[], javascript_rendered.

hubvibe_extract_page input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "description": "http(s) URL to fetch."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    }
  },
  "additionalProperties": false
}
hubvibe_extract_page output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_extract_page annotations
{
  "title": "Web page extraction",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_llm_analyze — Analyse text
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Question answering over your own text: ask a question about material you supply and get an answer grounded only in that text (Gemini). If the text does not contain the answer it says so instead of guessing. Use it for summaries, Q&A and checks over documents, emails and pages. Input: text, question; optional language. Fixed JSON fields: llm.extract. $0.25 per call. Returns: answer, model, tokens{prompt,output}.

hubvibe_llm_analyze input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "text"
  ],
  "properties": {
    "text": {
      "type": "string",
      "description": "Material to analyse."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional answer language, BCP-47 (en, ja, pt-BR). Default: the input's."
    },
    "question": {
      "type": "string",
      "description": "What to answer. Optional."
    }
  },
  "additionalProperties": false
}
hubvibe_llm_analyze output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_llm_analyze annotations
{
  "title": "Analyse text",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_llm_extract — Extract fields as JSON
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Structured data extraction / text to JSON: pull the fields you name out of any text into a JSON object with exactly those keys, null where the text does not state a value (Gemini, no invented values). Use it to turn emails, invoices, pages or documents into clean records. Input: text, fields[]. From a live web page: research.page_facts. $0.25 per call. Returns: fields{} with one key per requested field.

hubvibe_llm_extract input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "text",
    "fields"
  ],
  "properties": {
    "text": {
      "type": "string"
    },
    "fields": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Field names to extract."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional answer language, BCP-47 (en, ja, pt-BR). Default: the input's."
    }
  },
  "additionalProperties": false
}
hubvibe_llm_extract output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_llm_extract annotations
{
  "title": "Extract fields as JSON",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_data_query — Run a BigQuery query
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

BigQuery SQL: run a read-only SQL query, including against Google's public datasets (Wikipedia, GitHub, blockchains, weather, census and more), and get columns and rows back as JSON with the bytes processed. Every query is dry-run first and refused above the scan ceiling, so cost is bounded before it runs. Input: sql; optional max_scan_gib. Ask in plain English instead: data.question. $0.50 per call. Returns: columns[], rows[], row_count, gib_processed, cache_hit.

hubvibe_data_query input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "sql"
  ],
  "properties": {
    "sql": {
      "type": "string",
      "description": "Read-only SELECT or WITH query."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    },
    "max_scan_gib": {
      "type": "number",
      "description": "Optional scan ceiling."
    }
  },
  "additionalProperties": false
}
hubvibe_data_query output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_data_query annotations
{
  "title": "Run a BigQuery query",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_data_question — Answer a question from a dataset
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Ask a database in plain English (text to SQL): any BigQuery table, including Google's public datasets. The SQL is written for you, run under a byte ceiling, and the rows are read back into a written answer, returned with the SQL, columns and rows it used. Use it for analytics questions without writing SQL. Input: question, table; optional columns. $5.00 per call. Returns: answer, sql, columns[], rows[], gib_processed.

hubvibe_data_question input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "question",
    "table"
  ],
  "properties": {
    "table": {
      "type": "string",
      "description": "Fully qualified: project.dataset.table."
    },
    "columns": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Optional column hints."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional answer language, BCP-47 (en, ja, pt-BR). Default: the input's."
    },
    "question": {
      "type": "string"
    }
  },
  "additionalProperties": false
}
hubvibe_data_question output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_data_question annotations
{
  "title": "Answer a question from a dataset",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_research_brief — Research brief on a URL
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Summarize and analyze a web page: the URL is rendered in a real browser, its content extracted, and a written brief answering your question returned, grounded in that page only and saying so when the page does not answer. Use it for competitor pages, docs, articles and listings. Input: url; optional question. Fixed JSON fields: research.page_facts. Needs a web search: research.web. $5.00 per call. Returns: brief, title, final_url, source{}, model.

hubvibe_research_brief input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string"
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional answer language, BCP-47 (en, ja, pt-BR). Default: the input's."
    },
    "question": {
      "type": "string",
      "description": "Optional; defaults to an overview."
    }
  },
  "additionalProperties": false
}
hubvibe_research_brief output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_research_brief annotations
{
  "title": "Research brief on a URL",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_research_page_facts — Structured facts from a URL
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Structured facts from a web page / scrape to JSON: name the fields you need (pricing, plans, contact, product names, anything) and get exactly those keys back as JSON from the live page rendered in a real browser, null where the page does not say. Use it for price monitoring, lead data and catalog extraction. Input: url, fields[]. $5.00 per call. Returns: fields{} with one key per requested field, plus title and final_url.

hubvibe_research_page_facts input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "url",
    "fields"
  ],
  "properties": {
    "url": {
      "type": "string"
    },
    "fields": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional answer language, BCP-47 (en, ja, pt-BR). Default: the input's."
    }
  },
  "additionalProperties": false
}
hubvibe_research_page_facts output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_research_page_facts annotations
{
  "title": "Structured facts from a URL",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_market_intel — Market intelligence read
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Crypto market sentiment in one call: live Coinbase spot price, live Polymarket probabilities and recent news headlines (GDELT) on the same subject, analysed together in a written summary that says what the numbers do and do not support. Use it for a quick read on Bitcoin, Ethereum or any coin. Input: optional product_id (BTC-USD...), query, question, limit. Market data only, not investment advice. $5.00 per call. Returns: spot{}, prediction_markets[], news[], news_note, analysis, disclaimer.

hubvibe_market_intel input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [],
  "properties": {
    "limit": {
      "type": "integer"
    },
    "query": {
      "type": "string",
      "description": "Prediction-market topic. Optional."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional answer language, BCP-47 (en, ja, pt-BR). Default: the input's."
    },
    "question": {
      "type": "string",
      "description": "Optional analysis question."
    },
    "product_id": {
      "type": "string",
      "description": "e.g. BTC-USD. Default BTC-USD."
    }
  },
  "additionalProperties": false
}
hubvibe_market_intel output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_market_intel annotations
{
  "title": "Market intelligence read",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_search_web — Web search
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Web search with an answer: real-time search of Brave's independent web index, answered from the current results only, with every source URL and title returned, never the model's memory. Use it when an agent needs up-to-date information, latest news, prices or facts from the web. Input: query; optional language. Raw result list (SERP): search.results. Sources read in full with citations: research.web. $0.10 per call. Returns: query, answer, sources[{url,title}], search_queries_used[], model.

hubvibe_search_web input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string"
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional answer language, BCP-47 (en, ja, pt-BR). Default: the input's."
    }
  },
  "additionalProperties": false
}
hubvibe_search_web output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_search_web annotations
{
  "title": "Web search",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_llm_generate — Raw text completion
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

LLM text generation / chat completion: a raw completion from your prompt with optional system message, max_tokens and temperature; Gemini by default, other configured models by provider and model. Use it for drafting, rewriting, translation, classification or any prompt, paid per call with no API key or account. Input: prompt. Answer grounded in your own text: llm.analyze. $0.25 per call. Returns: text, model, provider, finish_reason, usage{input_tokens,output_tokens}.

hubvibe_llm_generate input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "prompt"
  ],
  "properties": {
    "model": {
      "type": "string",
      "description": "Optional: a specific model from that provider."
    },
    "prompt": {
      "type": "string",
      "description": "The prompt."
    },
    "system": {
      "type": "string",
      "description": "Optional system message."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional answer language, BCP-47 (en, ja, pt-BR). Default: the input's."
    },
    "provider": {
      "type": "string",
      "description": "Optional: gemini or anthropic."
    },
    "max_tokens": {
      "type": "integer",
      "description": "1-4096, default 1024."
    },
    "temperature": {
      "type": "number",
      "description": "0-2, default 0.7."
    }
  },
  "additionalProperties": false
}
hubvibe_llm_generate output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_llm_generate annotations
{
  "title": "Raw text completion",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_code_execute — Execute Python
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Run Python code in a sandbox: execute Python in Google's hosted sandbox (not on this service's machines) and get the code, its printed output and the outcome back. Use it for calculations, data transforms and checks an agent should not do in its head. Input: code. Questions over BigQuery data: data.query. $0.25 per call. Returns: code, output, outcome, summary, model.

hubvibe_code_execute input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "code"
  ],
  "properties": {
    "code": {
      "type": "string"
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    }
  },
  "additionalProperties": false
}
hubvibe_code_execute output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_code_execute annotations
{
  "title": "Execute Python",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_image_generate — Generate an image
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

AI image generation / text to image: one image from a text prompt with Google Imagen 4, returned as base64 image bytes with its MIME type. Use it for illustrations, thumbnails, product mockups and social images. Input: prompt; optional aspect_ratio. $0.50 per call. Returns: prompt, aspect_ratio, image_base64, mime_type, model.

hubvibe_image_generate input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "prompt"
  ],
  "properties": {
    "prompt": {
      "type": "string"
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    },
    "aspect_ratio": {
      "type": "string",
      "description": "1:1, 3:4, 4:3, 16:9 or 9:16. Default 1:1."
    }
  },
  "additionalProperties": false
}
hubvibe_image_generate output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_image_generate annotations
{
  "title": "Generate an image",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_speech_synthesize — Text to speech
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Text to speech (TTS): convert text to natural spoken MP3 audio with Google Cloud Text-to-Speech, returned as base64. Use it for voice replies, narration, audio versions of text and accessibility. Input: text; optional voice name. $0.25 per call. Returns: text_chars, voice, audio_base64, mime_type.

hubvibe_speech_synthesize input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "text"
  ],
  "properties": {
    "text": {
      "type": "string"
    },
    "voice": {
      "type": "string",
      "description": "e.g. en-US-Standard-C. Optional."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    }
  },
  "additionalProperties": false
}
hubvibe_speech_synthesize output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_speech_synthesize annotations
{
  "title": "Text to speech",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_speech_transcribe — Speech to text
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Speech to text / audio transcription: transcribe up to 60 seconds or 10 MB of audio with Google Cloud Speech-to-Text and get the transcript with its confidence and detected language. Use it for voice notes, call snippets and clips. Input: audio_base64; optional language_code. Longer audio is refused before payment. $0.25 per call. Returns: transcript, language_code, confidence, model.

hubvibe_speech_transcribe input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "audio_base64"
  ],
  "properties": {
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    },
    "audio_base64": {
      "type": "string",
      "description": "Base64-encoded audio, any common format."
    },
    "language_code": {
      "type": "string",
      "description": "BCP-47, default en-US."
    }
  },
  "additionalProperties": false
}
hubvibe_speech_transcribe output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_speech_transcribe annotations
{
  "title": "Speech to text",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_data_forecast — Forecast a time series
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Time-series forecasting: forecast any BigQuery table with Google's pretrained TimesFM model (AI.FORECAST), nothing to train. Point it at the table, timestamp column and value column and get forecast rows with bounds for the horizon you set, per series with id_cols. Use it for sales, traffic, demand or metric forecasts. Input: table, timestamp_col, data_col; optional horizon, id_cols. $10.00 per call. Returns: table, timestamp_col, data_col, horizon, columns[], rows[], row_count, gib_processed.

hubvibe_data_forecast input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "table",
    "timestamp_col",
    "data_col"
  ],
  "properties": {
    "table": {
      "type": "string",
      "description": "project.dataset.table"
    },
    "horizon": {
      "type": "integer",
      "description": "Periods to forecast, default 10."
    },
    "id_cols": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Optional: forecast multiple series at once."
    },
    "data_col": {
      "type": "string"
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    },
    "max_scan_gib": {
      "type": "number"
    },
    "timestamp_col": {
      "type": "string"
    }
  },
  "additionalProperties": false
}
hubvibe_data_forecast output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_data_forecast annotations
{
  "title": "Forecast a time series",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_data_anomalies — Detect anomalies in a time series
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Anomaly detection on a time series: score recent periods against history with BigQuery AI.DETECT_ANOMALIES (TimesFM). Give one table and its latest periods are scored against its own history, or a history and a target table. Returns every checked row with bounds, anomaly flag and probability, plus the anomaly count. Input: history_table, target_table, timestamp_col, data_col; optional target_last, threshold, id_cols. $10.00 per call. Returns: history_table, target_table, timestamp_col, data_col, anomaly_prob_threshold, mode, target_periods, columns[], rows[], row_count, anomaly_count, gib_processed.

hubvibe_data_anomalies input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "history_table",
    "target_table",
    "timestamp_col",
    "data_col"
  ],
  "properties": {
    "id_cols": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Optional: one series per value of these columns."
    },
    "data_col": {
      "type": "string"
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    },
    "target_last": {
      "type": "integer",
      "maximum": 366,
      "minimum": 1,
      "description": "Same table as history and target: score its latest N timestamps. Default 30."
    },
    "max_scan_gib": {
      "type": "number"
    },
    "target_table": {
      "type": "string",
      "description": "project.dataset.table"
    },
    "history_table": {
      "type": "string",
      "description": "project.dataset.table"
    },
    "timestamp_col": {
      "type": "string"
    },
    "anomaly_prob_threshold": {
      "type": "number",
      "description": "0.5-0.999, default 0.95."
    }
  },
  "additionalProperties": false
}
hubvibe_data_anomalies output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_data_anomalies annotations
{
  "title": "Detect anomalies in a time series",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_verify_claims — Verify claims against sources
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Fact check claims against sources: up to 10 claims checked against up to 4 source URLs you name; each comes back SUPPORTED, CONTRADICTED or UNSUPPORTED with the exact quote the verdict rests on. Use it to verify AI output, citations or statements before publishing. Input: claims[], sources[]. A question but no sources yet: research.web. $5.00 per call. Returns: claims[], verdicts[{claim,verdict,quote,source_n}], sources_read[], sources_unread[], model.

hubvibe_verify_claims input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "claims",
    "sources"
  ],
  "properties": {
    "claims": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "sources": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional answer language, BCP-47 (en, ja, pt-BR). Default: the input's."
    }
  },
  "additionalProperties": false
}
hubvibe_verify_claims output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_verify_claims annotations
{
  "title": "Verify claims against sources",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_research_web — Research brief from live web search
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Deep web research with citations: search the live web for your question, read the top sources in full, and get a written answer with every claim tied to a numbered source. Use it when an agent needs a sourced answer, not a list of links. Input: question; optional max_sources. Quick answer with links: search.web. $5.00 per call. Returns: question, answer, sources[{n,url,title}], partial[], model.

hubvibe_research_web input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "question"
  ],
  "properties": {
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional answer language, BCP-47 (en, ja, pt-BR). Default: the input's."
    },
    "question": {
      "type": "string"
    },
    "max_sources": {
      "type": "integer",
      "description": "1-4, default 3."
    }
  },
  "additionalProperties": false
}
hubvibe_research_web output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_research_web annotations
{
  "title": "Research brief from live web search",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_research_company — Research and verify a company
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Company research report: what a company does, its products and anything notable, from the live web (official site and Wikipedia first) and recent GDELT news, every claim cited to a numbered source, thin or conflicting evidence disclosed. Use it for due diligence, sales prep and competitor research. Input: company name; optional max_sources. Structured firmographics in one cheap call: company.enrich. $10.00 per call. Returns: company, report, sources[{n,url,title}], partial[], news[], news_note, model.

hubvibe_research_company input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "company"
  ],
  "properties": {
    "company": {
      "type": "string"
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional answer language, BCP-47 (en, ja, pt-BR). Default: the input's."
    },
    "max_sources": {
      "type": "integer",
      "description": "1-4, default 4."
    }
  },
  "additionalProperties": false
}
hubvibe_research_company output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_research_company annotations
{
  "title": "Research and verify a company",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_agent_task — Agent: get a task done
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

HubVibe Agent (quick): hand it any task in plain words and get the finished result in one call. Research a company or a person of interest, check a website, screen a name, read the markets, compare options, pull the facts: you get a headline, the key points, the full answer, its sources and every tool step. Up to 4 steps. Charged only when the answer is delivered. Input: task; optional context, fields for a JSON answer, language. $2.75 per call. Returns: task, tier, headline, key_points[], answer, data, steps[{n,tool,input,ok,summary,seconds}], tools_used[], sources[], notes[].

hubvibe_agent_task input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "task"
  ],
  "properties": {
    "task": {
      "type": "string",
      "maxLength": 4000,
      "description": "The task, in plain words."
    },
    "fields": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "maxItems": 30,
      "description": "Optional: also return `data` with exactly these keys."
    },
    "context": {
      "type": [
        "string",
        "object",
        "array"
      ],
      "description": "Optional material the task refers to (text or JSON)."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional answer language, BCP-47 (en, ja, pt-BR). Default: the input's."
    }
  },
  "additionalProperties": false
}
hubvibe_agent_task output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_agent_task annotations
{
  "title": "Agent: get a task done",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_agent_task_pro — Agent Pro: a deeper task
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

HubVibe Agent (pro): hand it any task in plain words and get the finished result in one call. Research a company or a person of interest, check a website, screen a name, read the markets, compare options, pull the facts: you get a headline, the key points, the full answer, its sources and every tool step. Up to 10 steps. Charged only when the answer is delivered. Input: task; optional context, fields for a JSON answer, language. $9.00 per call. Returns: task, tier, headline, key_points[], answer, data, steps[{n,tool,input,ok,summary,seconds}], tools_used[], sources[], notes[].

hubvibe_agent_task_pro input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "task"
  ],
  "properties": {
    "task": {
      "type": "string",
      "maxLength": 4000,
      "description": "The task, in plain words."
    },
    "fields": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "maxItems": 30,
      "description": "Optional: also return `data` with exactly these keys."
    },
    "context": {
      "type": [
        "string",
        "object",
        "array"
      ],
      "description": "Optional material the task refers to (text or JSON)."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional answer language, BCP-47 (en, ja, pt-BR). Default: the input's."
    }
  },
  "additionalProperties": false
}
hubvibe_agent_task_pro output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_agent_task_pro annotations
{
  "title": "Agent Pro: a deeper task",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_agent_task_max — Agent Max: the hardest tasks
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

HubVibe Agent (max): hand it any task in plain words and get the finished result in one call. Research a company or a person of interest, check a website, screen a name, read the markets, compare options, pull the facts: you get a headline, the key points, the full answer, its sources and every tool step. Up to 20 steps. Charged only when the answer is delivered. Input: task; optional context, fields for a JSON answer, language. $20.00 per call. Returns: task, tier, headline, key_points[], answer, data, steps[{n,tool,input,ok,summary,seconds}], tools_used[], sources[], notes[].

hubvibe_agent_task_max input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "task"
  ],
  "properties": {
    "task": {
      "type": "string",
      "maxLength": 4000,
      "description": "The task, in plain words."
    },
    "fields": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "maxItems": 30,
      "description": "Optional: also return `data` with exactly these keys."
    },
    "context": {
      "type": [
        "string",
        "object",
        "array"
      ],
      "description": "Optional material the task refers to (text or JSON)."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional answer language, BCP-47 (en, ja, pt-BR). Default: the input's."
    }
  },
  "additionalProperties": false
}
hubvibe_agent_task_max output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_agent_task_max annotations
{
  "title": "Agent Max: the hardest tasks",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_monitor_snapshot — Save a monitoring baseline
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Website change monitoring, step one: fetch a page and store it as the baseline to compare against later. Use it to watch pricing pages, terms, job boards or competitors. Input: url. Then call monitor.check to learn whether and how it changed. $0.50 per call. Returns: url, title, text_chars, content_hash, note.

hubvibe_monitor_snapshot input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "description": "http(s) URL to fetch."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    }
  },
  "additionalProperties": false
}
hubvibe_monitor_snapshot output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_monitor_snapshot annotations
{
  "title": "Save a monitoring baseline",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_monitor_check — Check a page against its baseline
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Website change detection, step two: re-fetch a page saved with monitor.snapshot and get whether it changed, how old the baseline is, and a written summary of what changed. Use it to track price changes, terms updates, new job posts or competitor moves. Input: url; optional language. $0.50 per call. Returns: url, title, changed, baseline_age_seconds, change_summary, model.

hubvibe_monitor_check input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "description": "http(s) URL to fetch."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional answer language, BCP-47 (en, ja, pt-BR). Default: the input's."
    }
  },
  "additionalProperties": false
}
hubvibe_monitor_check output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_monitor_check annotations
{
  "title": "Check a page against its baseline",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_commerce_availability — Live availability: can this be bought or booked right now?
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Product availability and price check: is it in stock and buyable right now, at what price, in which options (sizes, colours, dates, rooms), which option matches the variant you name, quantity and ship-to eligibility where the page states them, with evidence and a checked_at stamp. Reads any product or booking page (schema.org, Open Graph, Shopify JSON; a browser only when needed). Input: url; optional variant, quantity, ship_to. $0.50 per call. Returns: available, availability, price, currency, options[], matched_option, quantity_ok, ship_to_ok, shipping, eligibility_notes[], evidence[], source, confidence, checked_at.

hubvibe_commerce_availability input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "description": "The product, listing or booking page."
    },
    "ship_to": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "Optional: ISO 3166-1 alpha-2 country the order ships to."
    },
    "variant": {
      "type": "string",
      "maxLength": 200,
      "description": "Optional: the option you want, in words (size 9 natural black; double room 12 Oct; economy)."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional answer language, BCP-47 (en, ja, pt-BR). Default: the input's."
    },
    "quantity": {
      "type": "integer",
      "maximum": 100000,
      "minimum": 1,
      "description": "Optional: how many you need."
    }
  },
  "additionalProperties": false
}
hubvibe_commerce_availability output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_commerce_availability annotations
{
  "title": "Live availability: can this be bought or booked right now?",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_market_stock — Live stock quote and daily history
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Stock price / live stock quote for any US ticker: last price, change, day range, volume and market state, plus daily OHLCV history (1d to 5y), read at call time from Nasdaq's public data with Yahoo Finance as fallback. Every answer names its source, the source's timestamp, its delay in minutes and when it was read. Input: symbol (AAPL, NVDA...); optional range, include_history. $0.05 per call. Returns: symbol, name, exchange, currency, price, change, change_pct, previous_close, day_high, day_low, volume, market_state, as_of, delayed_minutes, history[], history_rows, source, checked_at.

hubvibe_market_stock input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "symbol"
  ],
  "properties": {
    "range": {
      "enum": [
        "1d",
        "5d",
        "1mo",
        "3mo",
        "6mo",
        "1y",
        "2y",
        "5y"
      ],
      "type": "string",
      "description": "History range, default 1mo."
    },
    "symbol": {
      "type": "string",
      "pattern": "^[A-Za-z][A-Za-z0-9.\\-]{0,11}$",
      "description": "Ticker symbol, e.g. AAPL, BRK.B, RY-PC."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    },
    "include_history": {
      "type": "boolean",
      "description": "Default true."
    }
  },
  "additionalProperties": false
}
hubvibe_market_stock output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_market_stock annotations
{
  "title": "Live stock quote and daily history",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_market_fundamentals — SEC-filed fundamentals (XBRL company facts)
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

SEC filings / company fundamentals: revenue, net income, diluted EPS, operating income, assets, liabilities, equity, cash and shares outstanding by quarter and year (10-K, 10-Q) as the company reported them to the SEC, from EDGAR's official XBRL API at call time. Name any other XBRL line item; restatements resolve to the latest filing. Input: symbol (US ticker) or cik; optional concepts, periods, forms. $0.05 per call. Returns: symbol, cik, entity_name, concepts{name: {concept, taxonomy, label, unit, values[]}}, concepts_missing[], periods, forms, as_of, source, checked_at.

hubvibe_market_fundamentals input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [],
  "properties": {
    "cik": {
      "type": [
        "integer",
        "string"
      ],
      "description": "SEC Central Index Key, e.g. 320193."
    },
    "forms": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "minItems": 1,
      "description": "Restrict to these forms, e.g. [\"10-K\"] for annual figures only."
    },
    "symbol": {
      "type": "string",
      "pattern": "^[A-Za-z][A-Za-z0-9.\\-]{0,11}$",
      "description": "US ticker in the SEC's table, e.g. AAPL. Use this OR `cik`."
    },
    "periods": {
      "type": "integer",
      "maximum": 40,
      "minimum": 1,
      "description": "Most recent reporting periods per concept, default 8."
    },
    "concepts": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "maxItems": 25,
      "minItems": 1,
      "description": "XBRL concept names (us-gaap, ifrs-full or dei). Default: Revenues, NetIncomeLoss, EarningsPerShareDiluted, OperatingIncomeLoss, Assets, Liabilities, StockholdersEquity, CashAndCashEquivalentsAtCarryingValue, EntityCommonStockSharesOutstanding."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    }
  },
  "minProperties": 1,
  "additionalProperties": false
}
hubvibe_market_fundamentals output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_market_fundamentals annotations
{
  "title": "SEC-filed fundamentals (XBRL company facts)",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_market_insiders — Insider trades from SEC Form 4 filings
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Insider trading (SEC Form 4): what a company's officers, directors and 10% owners bought and sold, parsed from their Form 4 filings at call time from EDGAR. Each trade: insider, role, date, code and meaning, shares, price, value, holdings after, 10b5-1 plan flag, filing link. Summary: open-market buys vs sells, net shares and dollars. Input: symbol (US ticker) or cik; optional days (default 90), codes such as ["P","S"]. $0.10 per call. Returns: symbol, cik, issuer_name, window, codes, filings_read, transactions[] (insider, role, date, code, code_meaning, shares, price, value, shares_after, rule_10b5_1, filing_url), transaction_count, summary, as_of, notes[], source, checked_at.

hubvibe_market_insiders input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [],
  "properties": {
    "cik": {
      "type": [
        "integer",
        "string"
      ],
      "description": "SEC Central Index Key of the issuer, e.g. 1045810."
    },
    "days": {
      "type": "integer",
      "maximum": 365,
      "minimum": 1,
      "description": "Look back this many days by filing date. Default 90."
    },
    "codes": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "minItems": 1,
      "description": "Keep only these Form 4 transaction codes, e.g. [\"P\"] for open-market buys, [\"P\", \"S\"] for buys and sells. Default: all."
    },
    "symbol": {
      "type": "string",
      "pattern": "^[A-Za-z][A-Za-z0-9.\\-]{0,11}$",
      "description": "US ticker in the SEC's table, e.g. NVDA. Use this OR `cik`."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    },
    "max_filings": {
      "type": "integer",
      "maximum": 40,
      "minimum": 1,
      "description": "Most recent Form 4 filings to read. Default 20."
    },
    "include_derivatives": {
      "type": "boolean",
      "description": "Include option and other derivative lines. Default true."
    }
  },
  "minProperties": 1,
  "additionalProperties": false
}
hubvibe_market_insiders output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_market_insiders annotations
{
  "title": "Insider trades from SEC Form 4 filings",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_finance_analytics — Trading mathematics: returns, risk, drawdown, VaR, beta, indicators, options, Kelly
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Trading and portfolio math: returns and CAGR, volatility, Sharpe and Sortino, max drawdown, VaR/CVaR, beta, alpha and correlation vs a benchmark, SMA/EMA, RSI, Bollinger bands, Black-Scholes option price with Greeks, and the Kelly fraction, over prices you send or a ticker fetched live. Deterministic, every formula named, no LLM. Input: prices or symbol; optional metrics, benchmark, option, kelly. $0.50 per call. Returns: source{}, n, n_returns, periods_per_year, metrics_computed[], returns{}, volatility{}, sharpe, sortino, drawdown{}, var{}, beta{}, moving_averages{}, rsi{}, bollinger{}, black_scholes{}, kelly{}, notes[], method, as_of, checked_at.

hubvibe_finance_analytics input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [],
  "properties": {
    "alpha": {
      "type": "number",
      "maximum": 0.5,
      "description": "Tail probability for VaR/CVaR. Default 0.05.",
      "exclusiveMinimum": 0
    },
    "kelly": {
      "type": "object",
      "required": [
        "win_probability",
        "win_loss_ratio"
      ],
      "properties": {
        "win_loss_ratio": {
          "type": "number",
          "description": "Average win / average loss (b in b:1).",
          "exclusiveMinimum": 0
        },
        "win_probability": {
          "type": "number",
          "maximum": 1,
          "minimum": 0
        }
      },
      "description": "Bet parameters for the Kelly fraction (enables kelly).",
      "additionalProperties": false
    },
    "range": {
      "enum": [
        "1d",
        "5d",
        "1mo",
        "3mo",
        "6mo",
        "1y",
        "2y",
        "5y"
      ],
      "type": "string",
      "description": "History range with `symbol`, default 1y."
    },
    "option": {
      "type": "object",
      "required": [
        "type",
        "strike",
        "time_to_expiry_years"
      ],
      "properties": {
        "rate": {
          "type": "number",
          "description": "Continuous risk-free rate; default risk_free_rate."
        },
        "spot": {
          "type": "number",
          "description": "Default: the last price of the series.",
          "exclusiveMinimum": 0
        },
        "type": {
          "enum": [
            "call",
            "put"
          ],
          "type": "string"
        },
        "strike": {
          "type": "number",
          "exclusiveMinimum": 0
        },
        "volatility": {
          "type": "number",
          "description": "Annual volatility as a fraction; default: the series' annualized log-return volatility.",
          "exclusiveMinimum": 0
        },
        "dividend_yield": {
          "type": "number",
          "minimum": 0,
          "description": "Continuous yield, default 0."
        },
        "time_to_expiry_years": {
          "type": "number",
          "exclusiveMinimum": 0
        }
      },
      "description": "European option to price with Black-Scholes-Merton (enables black_scholes).",
      "additionalProperties": false
    },
    "prices": {
      "type": "array",
      "items": {
        "oneOf": [
          {
            "type": "number",
            "description": "A price.",
            "exclusiveMinimum": 0
          },
          {
            "type": "object",
            "required": [
              "close"
            ],
            "properties": {
              "date": {
                "type": "string"
              },
              "close": {
                "type": "number",
                "exclusiveMinimum": 0
              }
            },
            "description": "{date, close}.",
            "additionalProperties": true
          }
        ]
      },
      "maxItems": 100000,
      "minItems": 2,
      "description": "Prices oldest first: numbers, or {date, close} objects. Use this OR `symbol`."
    },
    "symbol": {
      "type": "string",
      "pattern": "^[A-Za-z][A-Za-z0-9.\\-]{0,11}$",
      "description": "Fetch the series live instead of `prices` (daily closes). Use this OR `prices`."
    },
    "metrics": {
      "type": "array",
      "items": {
        "enum": [
          "returns",
          "volatility",
          "sharpe",
          "sortino",
          "drawdown",
          "var",
          "beta",
          "moving_averages",
          "rsi",
          "bollinger",
          "black_scholes",
          "kelly"
        ],
        "type": "string"
      },
      "minItems": 1,
      "description": "Which results to compute. Default: returns, volatility, sharpe, sortino, drawdown, var, moving_averages, rsi, bollinger, plus beta/black_scholes/kelly when their inputs are given.",
      "uniqueItems": true
    },
    "windows": {
      "type": "object",
      "properties": {
        "ema": {
          "oneOf": [
            {
              "type": "integer",
              "maximum": 5000,
              "minimum": 2
            },
            {
              "type": "array",
              "items": {
                "type": "integer",
                "maximum": 5000,
                "minimum": 2
              },
              "maxItems": 10,
              "minItems": 1
            }
          ]
        },
        "rsi": {
          "oneOf": [
            {
              "type": "integer",
              "maximum": 5000,
              "minimum": 2
            },
            {
              "type": "array",
              "items": {
                "type": "integer",
                "maximum": 5000,
                "minimum": 2
              },
              "maxItems": 10,
              "minItems": 1
            }
          ]
        },
        "sma": {
          "oneOf": [
            {
              "type": "integer",
              "maximum": 5000,
              "minimum": 2
            },
            {
              "type": "array",
              "items": {
                "type": "integer",
                "maximum": 5000,
                "minimum": 2
              },
              "maxItems": 10,
              "minItems": 1
            }
          ]
        },
        "bollinger": {
          "oneOf": [
            {
              "type": "integer",
              "maximum": 5000,
              "minimum": 2
            },
            {
              "type": "array",
              "items": {
                "type": "integer",
                "maximum": 5000,
                "minimum": 2
              },
              "maxItems": 10,
              "minItems": 1
            }
          ]
        }
      },
      "description": "Indicator windows. Default sma [20,50,200], ema [12,26], rsi 14, bollinger 20.",
      "additionalProperties": false
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    },
    "risk_free_rate": {
      "type": "number",
      "maximum": 10,
      "minimum": -1,
      "description": "Annual risk-free rate as a fraction (0.04 = 4%). Default 0."
    },
    "benchmark_prices": {
      "type": "array",
      "items": {
        "oneOf": [
          {
            "type": "number",
            "description": "A price.",
            "exclusiveMinimum": 0
          },
          {
            "type": "object",
            "required": [
              "close"
            ],
            "properties": {
              "date": {
                "type": "string"
              },
              "close": {
                "type": "number",
                "exclusiveMinimum": 0
              }
            },
            "description": "{date, close}.",
            "additionalProperties": true
          }
        ]
      },
      "maxItems": 100000,
      "minItems": 2,
      "description": "Benchmark series for beta/alpha/correlation, same order as `prices`."
    },
    "benchmark_symbol": {
      "type": "string",
      "pattern": "^[A-Za-z][A-Za-z0-9.\\-]{0,11}$",
      "description": "Benchmark fetched live (e.g. SPY) for beta/alpha/correlation."
    },
    "periods_per_year": {
      "type": "integer",
      "maximum": 100000,
      "minimum": 1,
      "description": "Annualization basis: 252 trading days (default), 12 months, 365 days, 52 weeks."
    }
  },
  "minProperties": 1,
  "additionalProperties": false
}
hubvibe_finance_analytics output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_finance_analytics annotations
{
  "title": "Trading mathematics: returns, risk, drawdown, VaR, beta, indicators, options, Kelly",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_opendata_search — Search 16 government open-data portals for datasets
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Government open data search across 16 national portals in one call: Korea (data.go.kr), Japan, Hong Kong, Australia, UK, Canada, the EU catalog (139,000+ datasets), Germany, Italy, Ireland, Switzerland, Netherlands, Israel and Chile. Query in any language; each match returns organization, update time and download URLs ready for opendata.table. Portals that did not answer are listed. Input: query; optional region, limit, portals. $0.10 per call. Returns: query, region, portals_searched[], portals_ok[], portals_failed[], total_matches{}, results[{portal, title, description, organization, landing_url, resources[{url, format}]...}], result_count, checked_at.

hubvibe_opendata_search input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Results per portal, default 10."
    },
    "query": {
      "type": "string",
      "maxLength": 300,
      "minLength": 1,
      "description": "Words to search for, in any language (인구, 人口, rainfall, Bevölkerung)."
    },
    "region": {
      "enum": [
        "all",
        "au",
        "ca",
        "ch",
        "cl",
        "de",
        "eu",
        "gb",
        "hk",
        "ie",
        "il",
        "it",
        "jp",
        "kr",
        "nl"
      ],
      "type": "string",
      "description": "Which portals to search. Default all (16 portals, concurrently)."
    },
    "portals": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "minItems": 1,
      "description": "Specific portal ids instead of a region, e.g. [\"data.go.kr\", \"data.bodik.jp\"]."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    }
  },
  "additionalProperties": false
}
hubvibe_opendata_search output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_opendata_search annotations
{
  "title": "Search 16 government open-data portals for datasets",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_opendata_table — Read a government dataset file as JSON rows
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Dataset file to JSON rows: a CSV, TSV, XLSX or JSON link from any portal, an e-Stat (Japan) download or a data.go.kr (Korea) dataset page. Encoding detected (Korean, Japanese, Chinese, UTF and Western code pages), header row found, numbers typed, XLSX sheets selectable, large files capped and disclosed. Use it after opendata.search or on any data file URL. Input: url; optional max_rows, sheet, encoding, delimiter. $0.10 per call. Returns: source_url, resolved_from, file_url, final_url, filename, content_type, bytes, format, encoding, sheet, sheets[], columns[], column_count, rows[{...}], row_count, total_rows, truncated, notes[], checked_at.

hubvibe_opendata_table input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "description": "File link, e-Stat file-download link, or a data.go.kr dataset page."
    },
    "sheet": {
      "type": [
        "string",
        "integer"
      ],
      "description": "XLSX sheet name or 0-based index. Default: first sheet."
    },
    "encoding": {
      "type": "string",
      "maxLength": 30,
      "description": "Force a codec (cp949, shift_jis, big5). Default: detected."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    },
    "max_rows": {
      "type": "integer",
      "maximum": 2000,
      "minimum": 1,
      "description": "Rows to return, default 200."
    },
    "delimiter": {
      "type": "string",
      "maxLength": 1,
      "minLength": 1,
      "description": "Force a CSV delimiter. Default: sniffed."
    }
  },
  "additionalProperties": false
}
hubvibe_opendata_table output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_opendata_table annotations
{
  "title": "Read a government dataset file as JSON rows",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_search_results — Web and news results in any language and country (Brave index)
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Web search API / SERP results: raw web and news results from Brave's independent index in any language and country, with title, URL, description, age and extra snippets (headline, source and age for news). Filter by country, language and freshness (day, week, month, year). Results, not an answer: pick what to read next with extract.page. Input: query; optional country, language, count, freshness, news. $0.25 per call. Returns: query, country, language, freshness, web[{title, url, description, age, page_age, language, site_name, hostname, extra_snippets[]}], web_count, news[{title, url, description, age, page_age, source, breaking}], news_count, more_results_available, source, notes[], checked_at.

hubvibe_search_results input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "query"
  ],
  "properties": {
    "news": {
      "type": "boolean",
      "description": "Include news results. Default true."
    },
    "count": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Results per block, default 10."
    },
    "query": {
      "type": "string",
      "maxLength": 400,
      "minLength": 1,
      "description": "Words to search for, in any language."
    },
    "country": {
      "type": "string",
      "pattern": "^[A-Za-z]{2}$",
      "description": "Market, ISO 3166-1 alpha-2 (US, JP, DE). Default: the engine's."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional answer language, BCP-47 (en, ja, pt-BR). Default: the input's."
    },
    "freshness": {
      "enum": [
        "day",
        "week",
        "month",
        "year"
      ],
      "type": "string",
      "description": "Only results from this window."
    },
    "safesearch": {
      "enum": [
        "off",
        "moderate",
        "strict"
      ],
      "type": "string",
      "description": "Default moderate."
    }
  },
  "additionalProperties": false
}
hubvibe_search_results output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_search_results annotations
{
  "title": "Web and news results in any language and country (Brave index)",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_news_search — Current news on any topic, in any language
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

News search API: current news on any topic in any language from the GDELT Project, which reads the world's press every 15 minutes. Titles matched in their original script, newest first, with publisher, language and link; filter to one language; a US stock ticker searches the company's name. Window up to 30 days (default 72 hours). Input: query and/or symbol; optional language, limit, since_hours. $0.25 per call. Returns: query, symbol, language, edition{}, sources_searched[], sources_ok[], sources_failed[], articles[{title, url, source_name, source_url, published_at, summary, feed}], article_count, limit, since_hours, notes[], checked_at.

hubvibe_news_search input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Default 20."
    },
    "query": {
      "type": "string",
      "maxLength": 300,
      "minLength": 1,
      "description": "Topic words in any language (半導体, 반도체, tarifs douaniers)."
    },
    "region": {
      "type": "string",
      "pattern": "^[A-Za-z]{2}$",
      "description": "Accepted for compatibility; GDELT does not record a publisher's country, so use language."
    },
    "symbol": {
      "type": "string",
      "pattern": "^[A-Za-z0-9.\\-=^]{1,12}$",
      "description": "Optional US ticker (AAPL, MSFT): searches the company's name from the SEC ticker table."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional answer language, BCP-47 (en, ja, pt-BR). Default: the input's."
    },
    "since_hours": {
      "type": "integer",
      "maximum": 720,
      "minimum": 1,
      "description": "Only articles published within this many hours."
    }
  },
  "additionalProperties": false
}
hubvibe_news_search output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_news_search annotations
{
  "title": "Current news on any topic, in any language",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_data_macro — Official economic statistics for a country
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Economic data / macro indicators for any country, live: GDP, growth, GDP per capita, inflation (CPI), unemployment, population, interest rates, exchange rate, debt, trade, FDI or any World Bank indicator code. Annual for 200+ economies from the World Bank; monthly EU inflation and unemployment from Eurostat. Returns the series, latest and previous values, the change and the source's update stamp. Input: indicator, country; optional last, frequency. $0.10 per call. Returns: indicator{alias, code, name, unit}, country{code, name}, frequency, source, observations[{period, value}], observation_count, latest{}, previous{}, change{absolute, pct}, as_of, source_url, notes[], checked_at.

hubvibe_data_macro input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "indicator",
    "country"
  ],
  "properties": {
    "last": {
      "type": "integer",
      "maximum": 60,
      "minimum": 1,
      "description": "Observations to return, newest last. Default 10."
    },
    "country": {
      "type": "string",
      "maxLength": 9,
      "minLength": 2,
      "description": "ISO 3166 alpha-2 or alpha-3 (JP, KOR, DE), or an EU aggregate (EA20, EU27_2020) for monthly series."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    },
    "frequency": {
      "enum": [
        "auto",
        "annual",
        "monthly"
      ],
      "type": "string",
      "description": "auto picks monthly where Eurostat publishes it, else annual."
    },
    "indicator": {
      "type": "string",
      "maxLength": 40,
      "minLength": 3,
      "description": "Alias (gdp_usd, gdp_growth, gdp_per_capita_usd, inflation, unemployment, population, population_growth, current_account_gdp, reserves_usd, government_debt_gdp, exports_gdp, imports_gdp, fdi_inflows_usd, exchange_rate_per_usd, real_interest_rate, lending_rate, trade_gdp, internet_users_pct, life_expectancy, co2_per_capita) or a World Bank code (NY.GDP.MKTP.CD)."
    }
  },
  "additionalProperties": false
}
hubvibe_data_macro output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_data_macro annotations
{
  "title": "Official economic statistics for a country",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_email_verify — Verify an email address before you send
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Email verification / email validation: will mail to this address arrive? Checked live at the source: syntax, the domain's DNS (MX, null MX, no such domain) and its own mail server, asked whether the mailbox exists and whether it accepts any address (catch-all). No message sent. Flags disposable domains, role accounts (info@), free providers and typos (gmial.com). Verdict: deliverable, undeliverable, risky or unknown, with the reason. Input: email. $0.10 per call. Returns: email, normalized, local_part, domain, domain_ascii, verdict, reason, syntax_valid, domain_exists, accepts_mail, mx[{host, priority}], mail_provider, mailbox{checked, exists, catch_all, smtp_code, smtp_message, mx_host}, disposable, role_account, free_provider, did_you_mean, disposable_list_as_of, notes[], checked_at.

hubvibe_email_verify input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "email"
  ],
  "properties": {
    "email": {
      "type": "string",
      "maxLength": 320,
      "minLength": 3,
      "description": "One email address, such as jane@example.com."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    }
  },
  "additionalProperties": false
}
hubvibe_email_verify output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_email_verify annotations
{
  "title": "Verify an email address before you send",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_property_context — Everything the public record says about a US address
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Real estate data for any US address: FEMA flood and 17 other hazard risk ratings with expected annual loss, median home value, rent, income, ownership and vacancy (Census), price trend (FHFA), fair market rents (HUD), nearby public schools (NCES), walkability (EPA) and Superfund sites nearby, plus tract, county, ZIP and districts, all from federal sources in one call. Input: address, or lat and lng. $0.25 per call. Returns: input{}, matched_address, lat, lng, geography{state, county, tract, zip, metro, congressional_district, school_district...}, flood{zone, special_flood_hazard_area...}, hazard_risk{overall_rating, hazards{}, notice...}, housing{median_home_value, median_gross_rent...}, price_trend{}, fair_market_rent{zip{}...}, schools[], walkability{}, superfund_sites[], sources[], sections_failed[], notes[], checked_at.

hubvibe_property_context input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [],
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 72,
      "minimum": 17,
      "description": "Latitude, instead of an address."
    },
    "lng": {
      "type": "number",
      "maximum": -64,
      "minimum": -180,
      "description": "Longitude, instead of an address."
    },
    "address": {
      "type": "string",
      "maxLength": 200,
      "minLength": 5,
      "description": "US street address with city and state or ZIP."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    },
    "school_radius_km": {
      "type": "number",
      "maximum": 5,
      "minimum": 0.1,
      "description": "Schools within this radius. Default 1.5."
    },
    "superfund_radius_km": {
      "type": "number",
      "maximum": 15,
      "minimum": 0.1,
      "description": "Superfund sites within this radius. Default 5."
    }
  },
  "minProperties": 1,
  "additionalProperties": false
}
hubvibe_property_context output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_property_context annotations
{
  "title": "Everything the public record says about a US address",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_travel_flight_status — Flight and airport status right now
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Flight status and airport delays, live: by airport code, FAA ground stops and delay programs with average and max delay (US), live departure and arrival boards with gates and status (Norway), current METAR and TAF weather (any ICAO airport) and aircraft overhead; by callsign, the aircraft's live position, altitude and speed. Input: airport (IATA or ICAO) or callsign; optional flight, direction, hours_ahead. $0.25 per call. Returns: query{}, airport{iata, icao, name, city, country, lat, lon}, delays{status, ground_stop, ground_delay, closure, arrival_delay, departure_delay, runways, notices}, board{departures[], arrivals[], attribution}, weather{metar, taf, flight_category...}, aircraft[], aircraft_scope, coverage{}, attribution[], sections_failed[], notes[], checked_at.

hubvibe_travel_flight_status input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [],
  "properties": {
    "flight": {
      "type": "string",
      "maxLength": 8,
      "minLength": 2,
      "description": "Flight number to pick from the board (SK344)."
    },
    "airport": {
      "type": "string",
      "maxLength": 4,
      "minLength": 3,
      "description": "IATA (OSL, JFK) or ICAO (ENGM, KJFK) code."
    },
    "callsign": {
      "type": "string",
      "maxLength": 8,
      "minLength": 2,
      "description": "Callsign as broadcast (SAS1411, UAL123): the aircraft's live position."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    },
    "direction": {
      "enum": [
        "both",
        "departures",
        "arrivals"
      ],
      "type": "string",
      "description": "Board direction. Default both."
    },
    "hours_ahead": {
      "type": "integer",
      "maximum": 12,
      "minimum": 1,
      "description": "Board window ahead, hours. Default 3."
    }
  },
  "minProperties": 1,
  "additionalProperties": false
}
hubvibe_travel_flight_status output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_travel_flight_status annotations
{
  "title": "Flight and airport status right now",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_company_enrich — Company profile from a domain or a name
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Company enrichment / firmographics by domain or name: legal and common name, founded, headcount with date, industries, headquarters, parent, CEO and founders, stock listings, LEI, SEC CIK, registration number, legal form and status, official social accounts and logo. Sources: Wikidata, the global LEI register, SEC EDGAR and the company's own site; every field names its source. Input: domain or name. $0.05 per call. Returns: query{}, company{name, legal_name, description, website, domain, founded, employees{count, as_of, source}, industries[], headquarters{city, country, country_code, address}, parent, ceo, founders[], logo_url, status, legal_form, jurisdiction}, identifiers{wikidata, lei, cik, registration_number, listings[], sec_tickers[], sic...}, socials{x, linkedin, facebook, instagram, github, youtube}, sources[], field_sources{}, notes[], checked_at.

hubvibe_company_enrich input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [],
  "properties": {
    "name": {
      "type": "string",
      "maxLength": 120,
      "minLength": 2,
      "description": "Company name (Toyota), instead of a domain."
    },
    "domain": {
      "type": "string",
      "maxLength": 253,
      "minLength": 4,
      "description": "Company domain (stripe.com) or its URL."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    }
  },
  "minProperties": 1,
  "additionalProperties": false
}
hubvibe_company_enrich output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_company_enrich annotations
{
  "title": "Company profile from a domain or a name",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_sanctions_screen — Screen a name against US, UK and EU sanctions lists
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Sanctions screening (AML/KYC): screen a person, company, vessel or aircraft against the OFAC SDN and consolidated lists, the UK Sanctions List and the EU financial sanctions list, read from the governments' own files with each list's date returned. Fuzzy and word-order free: aliases and typos match, a different surname does not. Each hit: list, programmes, countries, birth dates, UN reference. Input: name; optional type, country, birth_year. $0.05 per call. Returns: query{}, verdict (potential_match | no_match), match_count, matches[{list, list_name, id, name, matched_name, score, type, programs[], countries[], birth_dates[], un_reference, listed_on, source_url}], lists[{list, name, publisher, license, source_url, as_of, entries, loaded}], notes[], checked_at.

hubvibe_sanctions_screen input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "name"
  ],
  "properties": {
    "name": {
      "type": "string",
      "maxLength": 200,
      "minLength": 2,
      "description": "The person, company, vessel or aircraft name, in any word order."
    },
    "type": {
      "enum": [
        "any",
        "person",
        "entity",
        "vessel",
        "aircraft"
      ],
      "type": "string",
      "description": "Only match this kind of listing. Default any."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Most matches returned, 1-50. Default 10."
    },
    "lists": {
      "type": "array",
      "items": {
        "enum": [
          "ofac_sdn",
          "ofac_consolidated",
          "uk",
          "eu"
        ],
        "type": "string"
      },
      "description": "Optional subset of lists to screen. Default all four."
    },
    "country": {
      "type": "string",
      "maxLength": 60,
      "description": "Optional country (Iran, Russia): a listing that records only other countries is dropped."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    },
    "threshold": {
      "type": "number",
      "maximum": 1,
      "minimum": 0.6,
      "description": "Minimum match score, 0.6-1. Default 0.85."
    },
    "birth_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1880,
      "description": "Optional, for people: a listing whose recorded birth years are all more than a year away is dropped."
    }
  },
  "additionalProperties": false
}
hubvibe_sanctions_screen output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_sanctions_screen annotations
{
  "title": "Screen a name against US, UK and EU sanctions lists",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_phone_parse — Phone number intelligence: valid, where, which network, what type
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Phone number validation and lookup: valid or not, country and area, the carrier the range was issued to, line type (mobile, landline, toll-free, VoIP, premium), time zones and E.164, international and national formats, from Google's libphonenumber numbering plans. Nothing is dialled and the owner is never looked up. Input: number; optional region for a national-format number. $0.10 per call. Returns: input{}, valid, possible, e164, international, national, country_code, region, country, location, carrier, line_type, time_zones[], metadata_version, notes[], checked_at.

hubvibe_phone_parse input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "number"
  ],
  "properties": {
    "number": {
      "type": "string",
      "maxLength": 40,
      "minLength": 3,
      "description": "One phone number, international (+44 20 7946 0958) or national with `region`."
    },
    "region": {
      "type": "string",
      "pattern": "^[A-Za-z]{2}$",
      "description": "Two-letter country code for a national-format number (GB, US)."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    }
  },
  "additionalProperties": false
}
hubvibe_phone_parse output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_phone_parse annotations
{
  "title": "Phone number intelligence: valid, where, which network, what type",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_ip_lookup — IP address lookup: location, network owner, reverse DNS
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

IP geolocation / IP address lookup: city, region, country and coordinates, the network's ASN and organisation, reverse DNS, and whether the address is public, private or reserved. IPv4 and IPv6. Location data from DB-IP Lite (CC BY 4.0, credited), updated monthly; location is the network's registered place, never a street address. Input: ip. $0.10 per call. Returns: ip, version, scope, reverse_dns[], location{city, region, country, country_code, continent, latitude, longitude}, network{asn, organization}, database_month, attribution{text, url, license}, notes[], checked_at.

hubvibe_ip_lookup input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "ip"
  ],
  "properties": {
    "ip": {
      "type": "string",
      "maxLength": 45,
      "minLength": 2,
      "description": "One IPv4 or IPv6 address, such as 8.8.8.8."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    }
  },
  "additionalProperties": false
}
hubvibe_ip_lookup output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_ip_lookup annotations
{
  "title": "IP address lookup: location, network owner, reverse DNS",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_domain_dns — Domain DNS, email security and TLS certificate
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

DNS lookup and domain health check: A, AAAA, CNAME, MX, NS, TXT, CAA and SOA records asked of the source, SPF and DMARC email policy parsed, and the HTTPS certificate verified like a browser (issuer, names, expiry, days left, TLS version). Flags missing SPF or DMARC, duplicate SPF and certificates near expiry. Input: domain (a URL is accepted). $0.05 per call. Returns: domain, domain_ascii, exists, records{a[], aaaa[], cname[], mx[], ns[], txt[], caa[], soa[]}, email_security{spf{record, all, multiple}, dmarc{record, policy, subdomain_policy, percent, reports_to}}, tls{reachable, valid, error, ip, protocol, subject, issuer, names[], not_before, not_after, days_remaining}, notes[], checked_at.

hubvibe_domain_dns input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "domain"
  ],
  "properties": {
    "tls": {
      "type": "boolean",
      "description": "Also check the HTTPS certificate. Default true."
    },
    "domain": {
      "type": "string",
      "maxLength": 253,
      "minLength": 3,
      "description": "A domain (github.com) or a URL on it."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    }
  },
  "additionalProperties": false
}
hubvibe_domain_dns output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_domain_dns annotations
{
  "title": "Domain DNS, email security and TLS certificate",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_identity_check — Verify ownership and inspect public identity evidence
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Non-government identity intelligence: email/DNS/wallet challenge proofs, GitHub and Bluesky public profiles, GLEIF/SEC business records, signed A2A cards and the canonical Base ERC-8004 registry. Separates ownership from public-record matches and unverified claims, with evidence, timestamps and fraud indicators. Required evidence failures refuse delivery. Existing contact screening remains available. No documents or biometrics. $3.00 per call. Returns: verification_status, verified (scoped ownership only), ownership[], findings[], profiles[], businesses[], agent, screening, correlations[], fraud_indicators[], sources[], checked_at, limitations[].

hubvibe_identity_check input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [],
  "properties": {
    "ip": {
      "type": "string",
      "maxLength": 50
    },
    "name": {
      "type": "string",
      "maxLength": 200
    },
    "agent": {
      "type": "object",
      "required": [
        "card_url"
      ],
      "properties": {
        "agent_id": {
          "type": "integer",
          "minimum": 0
        },
        "card_url": {
          "type": "string",
          "format": "uri"
        },
        "chain_id": {
          "type": "integer",
          "const": 8453
        }
      },
      "additionalProperties": false
    },
    "email": {
      "type": "string",
      "maxLength": 254
    },
    "phone": {
      "type": "string",
      "maxLength": 40
    },
    "domain": {
      "type": "string",
      "maxLength": 253
    },
    "proofs": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "challenge_id",
          "access_token"
        ],
        "properties": {
          "access_token": {
            "type": "string",
            "pattern": "^[0-9a-f]{64}$",
            "writeOnly": true
          },
          "challenge_id": {
            "type": "string",
            "pattern": "^own_[0-9a-f]{32}$"
          }
        },
        "additionalProperties": false
      },
      "maxItems": 5
    },
    "country": {
      "type": "string",
      "maxLength": 60
    },
    "business": {
      "type": "object",
      "required": [],
      "properties": {
        "cik": {
          "type": [
            "integer",
            "string"
          ]
        },
        "lei": {
          "type": "string",
          "pattern": "^[A-Z0-9]{18}[0-9]{2}$"
        },
        "name": {
          "type": "string",
          "maxLength": 200,
          "minLength": 2
        }
      },
      "additionalProperties": false
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    },
    "username": {
      "type": "string",
      "pattern": "^[A-Za-z0-9][A-Za-z0-9_.-]{0,79}$"
    },
    "platforms": {
      "type": "array",
      "items": {
        "enum": [
          "github",
          "bluesky"
        ]
      },
      "maxItems": 2,
      "minItems": 1,
      "uniqueItems": true
    },
    "birth_year": {
      "type": "integer",
      "maximum": 2100,
      "minimum": 1900
    },
    "phone_region": {
      "type": "string",
      "maxLength": 3
    },
    "required_checks": {
      "type": "array",
      "items": {
        "enum": [
          "email_ownership",
          "domain_ownership",
          "wallet_ownership",
          "usernames",
          "business",
          "agent",
          "screening"
        ]
      },
      "uniqueItems": true
    }
  },
  "additionalProperties": false
}
hubvibe_identity_check output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_identity_check annotations
{
  "title": "Verify ownership and inspect public identity evidence",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_contact_screen — Contact and sanctions screening (not identity verification)
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Screen a name against sanctions lists, evaluate email deliverability and disposable signals, validate a phone number's numbering plan and inspect IP geography/network. Returns findings, per-check completion, and a screening risk indicator. Never proves document authenticity, ownership or liveness, and is NOT complete KYC or identity verification. Inconclusive/failed checks cannot produce a low-risk result. Input: any of name, email, phone, ip; optional country/birth_year. $0.10 per call. Returns: input{}, risk (low | review | high), verification_status (not_verified), assessment_status (complete | incomplete), check_statuses{}, flags[{code, severity, detail}], checks{sanctions, email, phone, ip}, checks_run[], checks_failed[], notes[], checked_at.

hubvibe_contact_screen input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [],
  "properties": {
    "ip": {
      "type": "string",
      "maxLength": 45,
      "minLength": 2,
      "description": "The client's IPv4 or IPv6 address."
    },
    "name": {
      "type": "string",
      "maxLength": 200,
      "minLength": 2,
      "description": "Person or company name to screen against sanctions lists."
    },
    "email": {
      "type": "string",
      "maxLength": 320,
      "minLength": 3,
      "description": "Email address to verify."
    },
    "phone": {
      "type": "string",
      "maxLength": 40,
      "minLength": 3,
      "description": "Phone number, international (+44 20 7946 0958) or national with `phone_region`."
    },
    "country": {
      "type": "string",
      "maxLength": 60,
      "minLength": 2,
      "description": "Country the person says they are in (US or United States), compared with phone and IP."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    },
    "birth_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1880,
      "description": "Birth year, to narrow sanctions matches for a person."
    },
    "phone_region": {
      "type": "string",
      "pattern": "^[A-Za-z]{2}$",
      "description": "Two-letter country for a national-format phone number."
    }
  },
  "minProperties": 1,
  "additionalProperties": false
}
hubvibe_contact_screen output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_contact_screen annotations
{
  "title": "Contact and sanctions screening (not identity verification)",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_lead_qualify — Qualify a business website as a sales lead
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Lead qualification in one call from a business website, fetched once by plain HTTP (no browser): SEO and security-header findings, static accessibility signals (images without alt, unlabelled fields, empty links), platform and marketing tags (WordPress, Shopify, Wix, Google Analytics, Tag Manager, Google Ads, Meta Pixel, TikTok, LinkedIn, chat), the domain's mail setup (MX, SPF, DMARC), a company profile and a 0-100 opportunity score with outreach hooks. Input: url; optional business_name. $0.25 per call. Returns: url, business_name, domain, site{final_url, status, https, redirected, response_time_ms, content_type, bytes, title}, seo{pass, checks, findings[]}, security{pass, checks, findings[]}, accessibility_signals{images_total, images_without_alt, html_lang, html_lang_present, inputs_total, inputs_without_label, links_total, links_without_text, scope, full_audit}, tech{platform, generator, server, powered_by, analytics[], ad_pixels[], chat_widgets[], has_analytics, has_ad_pixel, has_chat, source}, email_domain{domain, exists, mx_present, mx[], mail_provider, spf, dmarc}, company{name, legal_name, description, website, founded, employees, industries[], headquarters, socials, identifiers, sources[], notes[]}, score, score_band, reasons[], score_breakdown[{rule, points, detail}], score_rule, sections_failed[], sources[], notes[], checked_at.

hubvibe_lead_qualify input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "description": "The business's website, http(s)."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    },
    "business_name": {
      "type": "string",
      "maxLength": 200,
      "minLength": 1,
      "description": "The business's name, to help the company lookup. Optional."
    }
  },
  "additionalProperties": false
}
hubvibe_lead_qualify output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_lead_qualify annotations
{
  "title": "Qualify a business website as a sales lead",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_commerce_shipping — Shipping options, eligibility and cart total for a product
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Shipping cost and delivery check for any Shopify store: the variant goes into a real cart session and the store quotes its shipping options to your destination. Returns options with prices and days, eligibility (or the store's reason, or the address fields still needed), subtotal and total before tax. No order is placed. Input: url, ship_to{country, province, postal_code}; optional variant, quantity. $0.50 per call. Returns: url, store{platform, domain, currency}, product{id, title, handle}, variant{id, name, sku, price, available, requires_shipping}, quantity, ship_to{}, cart{subtotal, total, currency, item_count, requires_shipping}, eligible, eligibility_reasons[], missing_fields[], shipping_options[{name, price, currency, delivery_days_min, delivery_days_max, description, carrier}], cheapest_shipping{}, estimated_total{}, taxes_note, source, notes[], checked_at.

hubvibe_commerce_shipping input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "url",
    "ship_to"
  ],
  "properties": {
    "url": {
      "type": "string",
      "description": "Product page on the store (…/products/<handle>)."
    },
    "ship_to": {
      "type": "object",
      "required": [
        "country"
      ],
      "properties": {
        "country": {
          "type": "string",
          "maxLength": 60,
          "minLength": 2,
          "description": "ISO 3166-1 alpha-2 (US, JP) or the country name."
        },
        "province": {
          "type": "string",
          "maxLength": 80,
          "minLength": 1,
          "description": "State / province / prefecture, code or name, when the country needs one."
        },
        "postal_code": {
          "type": "string",
          "maxLength": 20,
          "minLength": 1
        }
      },
      "additionalProperties": false
    },
    "variant": {
      "type": "string",
      "maxLength": 200,
      "minLength": 1,
      "description": "Free-text option to buy (size 10 natural black). Default: first available."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    },
    "quantity": {
      "type": "integer",
      "maximum": 10,
      "minimum": 1,
      "description": "Default 1."
    }
  },
  "additionalProperties": false
}
hubvibe_commerce_shipping output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_commerce_shipping annotations
{
  "title": "Shipping options, eligibility and cart total for a product",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_traffic_route — Traffic-aware travel time and distance between two places
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Travel time with live traffic between two places, from the Google Routes API at call time: duration with traffic, duration without, the delay, distance, route description, warnings and advisories. Places as addresses, names or 'lat,lng'. Use it for ETAs, delivery windows and trip planning. Input: origin, destination; optional travel_mode, departure_time, traffic. $0.10 per call. Returns: origin, destination, travel_mode, traffic, departure_time, distance_meters, duration_seconds, static_duration_seconds, delay_seconds, duration_text, static_duration_text, distance_text, description, warnings[], advisory, source, as_of, checked_at.

hubvibe_traffic_route input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "origin",
    "destination"
  ],
  "properties": {
    "origin": {
      "type": "string",
      "maxLength": 300,
      "minLength": 1,
      "description": "Where the trip starts: an address, a place name, or \"lat,lng\"."
    },
    "traffic": {
      "enum": [
        "aware",
        "optimal",
        "none"
      ],
      "type": "string",
      "description": "aware (default): live traffic; optimal: live traffic with the best route quality, slower; none: no traffic."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    },
    "destination": {
      "type": "string",
      "maxLength": 300,
      "minLength": 1,
      "description": "Where the trip ends: an address, a place name, or \"lat,lng\"."
    },
    "travel_mode": {
      "enum": [
        "DRIVE",
        "TWO_WHEELER",
        "WALK",
        "BICYCLE",
        "TRANSIT"
      ],
      "type": "string",
      "description": "Default DRIVE. Traffic applies to DRIVE and TWO_WHEELER only."
    },
    "departure_time": {
      "type": "string",
      "format": "date-time",
      "description": "RFC 3339 departure time in the future (2026-09-27T16:30:00Z); omit to leave now."
    }
  },
  "additionalProperties": false
}
hubvibe_traffic_route output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_traffic_route annotations
{
  "title": "Traffic-aware travel time and distance between two places",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_video_youtube — YouTube search and video statistics, live
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

YouTube search and video stats, live: search YouTube or look up videos by id, each with title, channel, upload time, duration, views, likes, comments, live flag and thumbnail from the YouTube Data API at call time. Sort by relevance, date, views or rating; filter by upload date, country and language. Input: query or video_ids; optional max_results, order, published_after, region_code. $0.05 per call. Returns: query, video_ids, total_results, items[{video_id, url, title, description, channel_id, channel_title, published_at, duration_seconds, view_count, like_count, comment_count, live, thumbnail_url}], item_count, source, as_of, checked_at.

hubvibe_video_youtube input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [],
  "properties": {
    "order": {
      "enum": [
        "relevance",
        "date",
        "viewCount",
        "rating",
        "title"
      ],
      "type": "string",
      "description": "With query: YouTube's sort, default relevance."
    },
    "query": {
      "type": "string",
      "maxLength": 300,
      "minLength": 1,
      "description": "Words to search YouTube for, in any language. Use this OR `video_ids`."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}$",
      "description": "With query: ISO 639 language code of the results to prefer, e.g. en, ja."
    },
    "video_ids": {
      "type": "array",
      "items": {
        "type": "string",
        "pattern": "^[A-Za-z0-9_-]{11}$"
      },
      "maxItems": 25,
      "minItems": 1,
      "description": "YouTube video ids (11 characters) to look up directly; skips the search."
    },
    "max_results": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "With query: videos to return, default 10."
    },
    "region_code": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "With query: ISO 3166-1 alpha-2 country whose results to prefer, e.g. US, JP."
    },
    "published_after": {
      "type": "string",
      "format": "date-time",
      "description": "With query: only videos uploaded at or after this RFC 3339 time, e.g. 2026-01-01T00:00:00Z."
    }
  },
  "minProperties": 1,
  "additionalProperties": false
}
hubvibe_video_youtube output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_video_youtube annotations
{
  "title": "YouTube search and video statistics, live",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_social_bluesky — Bluesky profile, posts, account search or thread, live
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Bluesky data, live and keyless: a profile with its latest posts and engagement (likes, reposts, replies, quotes), an account search, or a post thread with its replies, from the public AppView. Use it for social listening and influencer checks on Bluesky. Input: mode (profile, search_actors, thread) with actor, query or uri; optional posts, limit, depth. $0.05 per call. Returns: mode, actor, query, uri, profile{}, posts[], actors[], thread{}, post_count, actor_count, source, as_of, checked_at.

hubvibe_social_bluesky input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "mode"
  ],
  "properties": {
    "uri": {
      "type": "string",
      "description": "Post AT-URI, at://did:plc:.../app.bsky.feed.post/<rkey>; thread mode."
    },
    "mode": {
      "enum": [
        "profile",
        "search_actors",
        "thread"
      ],
      "type": "string",
      "description": "profile: an account and its latest posts; search_actors: accounts matching a query; thread: a post and its replies."
    },
    "actor": {
      "type": "string",
      "maxLength": 253,
      "description": "Handle (bsky.app) or DID (did:plc:...); profile mode."
    },
    "depth": {
      "type": "integer",
      "maximum": 6,
      "minimum": 1,
      "description": "Reply depth to flatten in thread mode, default 2."
    },
    "limit": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Accounts to return in search_actors mode, default 10."
    },
    "posts": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Latest posts to return in profile mode, default 10."
    },
    "query": {
      "type": "string",
      "maxLength": 200,
      "minLength": 1,
      "description": "Words to match accounts on; search_actors mode."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    }
  },
  "additionalProperties": false
}
hubvibe_social_bluesky output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_social_bluesky annotations
{
  "title": "Bluesky profile, posts, account search or thread, live",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_social_mastodon — Mastodon hashtag timeline, account, search or trends, live
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Mastodon data, live and keyless (any public instance): a hashtag timeline, an account with its latest posts, account or hashtag search, or trending hashtags, each post with text, counts, media and tags. Use it for social listening and trend tracking in the fediverse. Input: mode (hashtag, account, search, trends) with tag, acct or query; optional instance, limit. $0.05 per call. Returns: mode, instance, tag, acct, query, kind, account{}, statuses[], accounts[], hashtags[], status_count, source, as_of, checked_at.

hubvibe_social_mastodon input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "mode"
  ],
  "properties": {
    "tag": {
      "type": "string",
      "maxLength": 100,
      "minLength": 1,
      "description": "Hashtag without #; hashtag mode."
    },
    "acct": {
      "type": "string",
      "maxLength": 320,
      "minLength": 1,
      "description": "Username, optionally @domain (Gargron or Gargron@mastodon.social); account mode."
    },
    "kind": {
      "enum": [
        "accounts",
        "hashtags"
      ],
      "type": "string",
      "description": "What to search for, default accounts."
    },
    "mode": {
      "enum": [
        "hashtag",
        "account",
        "search",
        "trends"
      ],
      "type": "string",
      "description": "hashtag: latest statuses under a tag; account: an account and its statuses; search: accounts or hashtags matching a query; trends: trending hashtags."
    },
    "limit": {
      "type": "integer",
      "maximum": 40,
      "minimum": 1,
      "description": "Items to return (hashtag up to 40, search up to 25, trends up to 20), default 10."
    },
    "query": {
      "type": "string",
      "maxLength": 200,
      "minLength": 1,
      "description": "Search words; search mode."
    },
    "instance": {
      "type": "string",
      "maxLength": 253,
      "description": "Mastodon server hostname, default mastodon.social."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    },
    "statuses": {
      "type": "integer",
      "maximum": 40,
      "minimum": 1,
      "description": "Latest statuses to return in account mode, default 10."
    }
  },
  "additionalProperties": false
}
hubvibe_social_mastodon output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_social_mastodon annotations
{
  "title": "Mastodon hashtag timeline, account, search or trends, live",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_social_x_pulse — X (Twitter) topic pulse: volume and engagement as aggregates
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Twitter / X sentiment and volume for any topic, as numbers, live: post volume per hour or day over the last 1-7 days, and over a sample of recent posts the engagement totals and rate (likes, reposts, replies, quotes, impressions), language mix, top hashtags and link/media share. Aggregates only: no post text or authors. Input: query (X operators allowed); optional days, granularity, sample, lang. $0.50 per call. Returns: query, effective_query, window{}, granularity, volume{total, buckets[]}, sample{requested, read, pages, x_cost_usd}, engagement{likes_total, ..., languages{}, top_hashtags[]}, source, as_of, checked_at.

hubvibe_social_x_pulse input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "query"
  ],
  "properties": {
    "days": {
      "type": "integer",
      "maximum": 7,
      "minimum": 1,
      "description": "Window ending now, default 7 (X's recent limit)."
    },
    "lang": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "Restrict to a language (en, ja...)."
    },
    "query": {
      "type": "string",
      "maxLength": 400,
      "minLength": 1,
      "description": "Words or X search operators (\"machine learning\" from:nasa has:links)."
    },
    "sample": {
      "type": "integer",
      "maximum": 100,
      "minimum": 0,
      "description": "Recent posts read for the engagement aggregates, default 40; 0 = volume only."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    },
    "granularity": {
      "enum": [
        "hour",
        "day"
      ],
      "type": "string",
      "description": "Volume buckets, default day."
    },
    "include_retweets": {
      "type": "boolean",
      "description": "Default false: reposts are excluded from volume and sample."
    }
  },
  "additionalProperties": false
}
hubvibe_social_x_pulse output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_social_x_pulse annotations
{
  "title": "X (Twitter) topic pulse: volume and engagement as aggregates",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_security_mcp_inspect — Inspect an MCP endpoint
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

MCP server security scan: probe any MCP endpoint's initialize handshake and tools/list and report whether it requires authentication, which protocol version it speaks, how many tools it exposes and which are not marked read-only. Use it before connecting an agent to an unknown MCP server. Input: url of the MCP endpoint. $5.00 per call. Returns: reachable, requires_auth, protocol_version, tool_count, tools[], tools_without_readonly_annotation[].

hubvibe_security_mcp_inspect input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "description": "http(s) URL to fetch."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    }
  },
  "additionalProperties": false
}
hubvibe_security_mcp_inspect output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_security_mcp_inspect annotations
{
  "title": "Inspect an MCP endpoint",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_fetch_raw — Raw HTTP fetch
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

HTTP fetch / GET any URL: exactly what the server sent, status code, headers and body, plus the final URL after redirects. Every status is a result, so a 404 or 500 from the target is delivered, not failed. Use it for API checks, uptime probes and raw HTML. Input: url. Readable text from a rendered page: extract.page. $0.10 per call. Returns: url, final_url, status, content_type, bytes, text, truncated, headers{}.

hubvibe_fetch_raw input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "description": "http(s) URL to fetch."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    }
  },
  "additionalProperties": false
}
hubvibe_fetch_raw output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_fetch_raw annotations
{
  "title": "Raw HTTP fetch",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_chain_rpc — Base RPC passthrough
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Base RPC endpoint, pay per call: any allowlisted read-only JSON-RPC method on Base mainnet (eth_call, eth_getBalance, eth_getLogs, eth_getBlockByNumber, eth_getTransactionReceipt and more) with your own params, no API key. Revert reasons come back as the result. Input: method; optional params. $0.05 per call. Returns: method, result or error, endpoint.

hubvibe_chain_rpc input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "method"
  ],
  "properties": {
    "method": {
      "type": "string",
      "description": "e.g. eth_call, eth_getLogs."
    },
    "params": {
      "type": "array",
      "description": "JSON-RPC positional params. Default []."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    }
  },
  "additionalProperties": false
}
hubvibe_chain_rpc output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_chain_rpc annotations
{
  "title": "Base RPC passthrough",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_market_rates — Currency exchange rates
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Exchange rates / currency conversion table: Coinbase's full rate table for one base currency against every crypto and fiat currency it quotes (USD to BTC, ETH, EUR, GBP, JPY...). Use it to convert amounts between currencies. Input: currency code such as USD. $0.10 per call. Returns: currency, rates{}.

hubvibe_market_rates input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "currency"
  ],
  "properties": {
    "currency": {
      "type": "string",
      "description": "e.g. USD, ETH, BTC."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    }
  },
  "additionalProperties": false
}
hubvibe_market_rates output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_market_rates annotations
{
  "title": "Currency exchange rates",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_market_ticker — Crypto ticker
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Crypto ticker / bid and ask: live best bid, best ask, last price and volume for one Coinbase product from Coinbase's Exchange data host, an independent second source to market.quote. Input: product_id such as BTC-USD. $0.10 per call. Returns: product_id, price, bid, ask, volume, time.

hubvibe_market_ticker input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "product_id"
  ],
  "properties": {
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    },
    "product_id": {
      "type": "string",
      "description": "e.g. BTC-USD."
    }
  },
  "additionalProperties": false
}
hubvibe_market_ticker output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_market_ticker annotations
{
  "title": "Crypto ticker",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_prediction_market — Prediction market by slug
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

One prediction market by slug: a Polymarket market's question and the current probability of each outcome as a percentage. Use it to track a market you already know. Input: slug. Search markets by topic: market.prediction. $0.05 per call. Returns: slug, market{question,implied_probabilities[],...}.

hubvibe_prediction_market input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "slug"
  ],
  "properties": {
    "slug": {
      "type": "string",
      "description": "The market's Polymarket slug."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    }
  },
  "additionalProperties": false
}
hubvibe_prediction_market output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_prediction_market annotations
{
  "title": "Prediction market by slug",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_prediction_events — Prediction market events
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Top prediction market events: Polymarket events (groups of related markets) ranked by trading volume, with title, slug, end date and market count. Use it to see what the biggest prediction markets are right now. Input: optional limit. $0.05 per call. Returns: events[{id,title,slug,volume,end_date,market_count}], count.

hubvibe_prediction_events input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [],
  "properties": {
    "limit": {
      "type": "integer",
      "description": "1-50, default 10."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    }
  },
  "additionalProperties": false
}
hubvibe_prediction_events output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_prediction_events annotations
{
  "title": "Prediction market events",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_maps_places — Find places near a location
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Places near me / local search anywhere: 'coffee near the Ferry Building, San Francisco', 'ramen near Shibuya Station', 'pharmacy' at coordinates. From Overture Maps open places data (80M+ places): name, category, distance, address, website, phone, brand, open status and confidence, nearest first; the area widens when nothing is close. Input: query; optional near, lat and lng, radius_m, limit. $0.10 per call. Returns: query, what, near{name, lat, lon, source}, radius_m, places[{id, name, category, distance_m, lat, lon, address, country, website, phone, brand, operating_status, confidence, sources[]}], place_count, attribution[], notes[], checked_at.

hubvibe_maps_places input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "query"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude of the center."
    },
    "lng": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude of the center."
    },
    "near": {
      "type": "string",
      "maxLength": 200,
      "description": "Where, if not in the query: a place, US address or airport code."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Most places to return. Default 10."
    },
    "query": {
      "type": "string",
      "maxLength": 300,
      "minLength": 1,
      "description": "What and where: 'coffee near the Ferry Building, San Francisco'."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    },
    "radius_m": {
      "type": "number",
      "maximum": 10000,
      "minimum": 50,
      "description": "Search radius in metres. Default 1000."
    },
    "region_code": {
      "type": "string",
      "description": "Accepted for compatibility; the location decides the area."
    }
  },
  "additionalProperties": false
}
hubvibe_maps_places output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_maps_places annotations
{
  "title": "Find places near a location",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_maps_route — Compute a route
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Directions between two places: route and travel time by car, walking, bicycle or transit through Google Maps Grounding Lite. Use it for trip planning and ETAs. Input: origin, destination; optional travel_mode (DRIVE, WALK, BICYCLE, TRANSIT; default DRIVE). $0.10 per call. Returns: origin, destination, travel_mode, result (route, per Maps Grounding Lite's own shape).

hubvibe_maps_route input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "origin",
    "destination"
  ],
  "properties": {
    "origin": {
      "type": "string"
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    },
    "destination": {
      "type": "string"
    },
    "travel_mode": {
      "type": "string",
      "description": "DRIVE, WALK, BICYCLE or TRANSIT. Default DRIVE."
    }
  },
  "additionalProperties": false
}
hubvibe_maps_route output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_maps_route annotations
{
  "title": "Compute a route",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_maps_weather — Weather at a location, now and for seven days
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Weather forecast anywhere on Earth: current conditions, the next 24 hours and a seven-day forecast (temperature, precipitation, wind, humidity, cloud, pressure, condition) from MET Norway's forecast model, plus active US National Weather Service alerts for US locations. Input: location as a place name, US street address or airport code, or lat and lng. $0.10 per call. Returns: location, place{name, lat, lon, country, source}, current{time, temperature_c, wind_speed_ms, wind_direction_deg, humidity_pct, cloud_cover_pct, pressure_hpa, condition, precipitation_mm}, hourly[24], daily[7]{date, min_c, max_c, precipitation_mm, condition}, alerts[], alerts_covered, units{}, forecast_updated_at, attribution[], sections_failed[], notes[], checked_at.

hubvibe_maps_weather input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [],
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude, instead of a location."
    },
    "lng": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude, instead of a location."
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    },
    "location": {
      "type": "string",
      "maxLength": 200,
      "minLength": 2,
      "description": "Place name (Kyoto), US street address, or airport code (JFK)."
    }
  },
  "minProperties": 1,
  "additionalProperties": false
}
hubvibe_maps_weather output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_maps_weather annotations
{
  "title": "Weather at a location, now and for seven days",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_video_generate — Generate a video
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

AI video generation / text to video: a short clip from a text prompt with Google Veo, returned as a download link (video_url, valid 48 hours) with its MIME type, optionally with generated audio. Input: prompt; optional aspect_ratio (16:9 or 9:16), duration_seconds (4, 6 or 8), generate_audio, inline. $10.00 per call. Returns: prompt, aspect_ratio, duration_seconds, video_url (48 h), video_base64 when inline, mime_type, model.

hubvibe_video_generate input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "prompt"
  ],
  "properties": {
    "inline": {
      "type": "boolean",
      "description": "Also return the bytes as video_base64. Default false."
    },
    "prompt": {
      "type": "string"
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    },
    "aspect_ratio": {
      "type": "string",
      "description": "16:9 or 9:16. Default 16:9."
    },
    "generate_audio": {
      "type": "boolean",
      "description": "Default false."
    },
    "duration_seconds": {
      "type": "integer",
      "description": "4, 6 or 8. Default 6."
    }
  },
  "additionalProperties": false
}
hubvibe_video_generate output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_video_generate annotations
{
  "title": "Generate a video",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_market_signal — Market signal
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Observed equity momentum and volatility, with optional sourced news, SEC, Polymarket and economic context. Not a probability forecast. $0.05 per call. Returns: symbol, as_of, source, context, observed momentum and volatility.

hubvibe_market_signal input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "symbol"
  ],
  "properties": {
    "symbol": {
      "type": "string",
      "pattern": "^[A-Za-z][A-Za-z0-9.-]{0,11}$"
    },
    "context": {
      "type": "array",
      "items": {
        "enum": [
          "news",
          "sec",
          "polymarket",
          "economic",
          "fred"
        ],
        "type": "string"
      },
      "default": [],
      "uniqueItems": true
    },
    "history": {
      "type": "object",
      "required": [
        "symbol",
        "source",
        "authorized",
        "data_kind",
        "basis",
        "observations"
      ],
      "properties": {
        "as_of": {
          "type": "string",
          "format": "date"
        },
        "basis": {
          "type": "string",
          "const": "split-and-dividend-adjusted"
        },
        "source": {
          "type": "string",
          "maxLength": 200,
          "minLength": 2
        },
        "symbol": {
          "type": "string"
        },
        "data_kind": {
          "type": "string",
          "const": "equity_prices"
        },
        "authorized": {
          "type": "boolean",
          "const": true
        },
        "observations": {
          "type": "array",
          "items": {
            "type": "object",
            "required": [
              "date",
              "adjClose"
            ],
            "properties": {
              "date": {
                "type": "string",
                "format": "date"
              },
              "adjClose": {
                "type": "number",
                "exclusiveMinimum": 0
              }
            },
            "additionalProperties": false
          },
          "maxItems": 2000,
          "minItems": 21
        }
      },
      "additionalProperties": false
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    },
    "fred_series": {
      "type": "string",
      "default": "FEDFUNDS",
      "pattern": "^[A-Z0-9_]{1,40}$"
    },
    "horizon_days": {
      "type": "integer",
      "default": 20,
      "maximum": 60,
      "minimum": 1
    }
  },
  "additionalProperties": false
}
hubvibe_market_signal output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_market_signal annotations
{
  "title": "Market signal",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
hubvibe_market_forecast — Market forecast
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

20000-path adjusted-equity block-bootstrap simulation with explicit uncertainty and rolling-origin diagnostics. Accepts authorized customer-provided adjusted equity history; Tiingo is optional. Chronological calibration diagnostics and terminal-loss estimates; no invented data. $1.00 per call. Returns: symbol, as_of, source, context, model with 20000 paths and uncertainty.

hubvibe_market_forecast input schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "symbol"
  ],
  "properties": {
    "symbol": {
      "type": "string",
      "pattern": "^[A-Za-z][A-Za-z0-9.-]{0,11}$"
    },
    "context": {
      "type": "array",
      "items": {
        "enum": [
          "news",
          "sec",
          "polymarket",
          "economic",
          "fred"
        ],
        "type": "string"
      },
      "default": [],
      "uniqueItems": true
    },
    "history": {
      "type": "object",
      "required": [
        "symbol",
        "source",
        "authorized",
        "data_kind",
        "basis",
        "observations"
      ],
      "properties": {
        "as_of": {
          "type": "string",
          "format": "date"
        },
        "basis": {
          "type": "string",
          "const": "split-and-dividend-adjusted"
        },
        "source": {
          "type": "string",
          "maxLength": 200,
          "minLength": 2
        },
        "symbol": {
          "type": "string"
        },
        "data_kind": {
          "type": "string",
          "const": "equity_prices"
        },
        "authorized": {
          "type": "boolean",
          "const": true
        },
        "observations": {
          "type": "array",
          "items": {
            "type": "object",
            "required": [
              "date",
              "adjClose"
            ],
            "properties": {
              "date": {
                "type": "string",
                "format": "date"
              },
              "adjClose": {
                "type": "number",
                "exclusiveMinimum": 0
              }
            },
            "additionalProperties": false
          },
          "maxItems": 2000,
          "minItems": 253
        }
      },
      "additionalProperties": false
    },
    "language": {
      "type": "string",
      "pattern": "^[A-Za-z]{2,3}(-[A-Za-z0-9]{2,8})*$",
      "maxLength": 35,
      "description": "Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced."
    },
    "fred_series": {
      "type": "string",
      "default": "FEDFUNDS",
      "pattern": "^[A-Z0-9_]{1,40}$"
    },
    "horizon_days": {
      "type": "integer",
      "default": 20,
      "maximum": 60,
      "minimum": 1
    }
  },
  "additionalProperties": false
}
hubvibe_market_forecast output schema
{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "worker",
    "price_usd",
    "result",
    "provenance",
    "receipt_id",
    "receipt_url"
  ],
  "properties": {
    "result": {
      "type": "object"
    },
    "status": {
      "type": "string",
      "const": "ok"
    },
    "worker": {
      "type": "string"
    },
    "price_usd": {
      "type": "number"
    },
    "provenance": {
      "type": "object"
    },
    "receipt_id": {
      "type": "string"
    },
    "attribution": {
      "type": "array",
      "items": {}
    },
    "receipt_url": {
      "type": "string"
    },
    "billing_warning": {
      "type": "string"
    }
  }
}
hubvibe_market_forecast annotations
{
  "title": "Market forecast",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}

Prompts

Not advertised

No prompt definitions available.

Resources

Not advertised

No resource definitions available.

90-day uptime

A lightweight connection check about every six hours, sampled on hosts with many listings. It shows the server answered, not that its tools work.

Too few checks for a percentage yet (1 of 1 answered).

  1. 2026-11-07: 1 of 1 checks answered

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks
1 of 1 (100%)
Average latency
698 ms
95th percentile latency
698 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · probe · passed · 698 ms · metadata changed · 75 tool(s)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.
Claude Code configuration
claude mcp add --transport http hubvibe-mcp https://hubvibe-io.com/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).
Codex configuration
codex mcp add hubvibe-mcp --url https://hubvibe-io.com/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable hubvibe-mcp in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "hubvibe-mcp": {
      "url": "https://hubvibe-io.com/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "hubvibe-mcp": {
      "type": "streamableHttp",
      "url": "https://hubvibe-io.com/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start hubvibe-mcp and inspect its tools.
VS Code configuration
{
  "servers": {
    "hubvibe-mcp": {
      "type": "http",
      "url": "https://hubvibe-io.com/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.
Gemini CLI configuration
gemini mcp add --transport http hubvibe-mcp https://hubvibe-io.com/mcp

Claude Desktop

Open Claude Settings > Connectors > Add custom connector, enter this server URL and enable it for the conversation. This is a manual remote-connector handoff, not a desktop JSON configuration.
Claude Desktop configuration
https://hubvibe-io.com/mcp

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.
Windsurf configuration
{
  "mcpServers": {
    "hubvibe-mcp": {
      "serverUrl": "https://hubvibe-io.com/mcp"
    }
  }
}

Let your agent find its tools

Find servers like HubVibe MCP from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.