Koskamo

Tensorust MCP

An official MCP server provided by Tensorust that allows AI agents to access real-time data on Rust crate downloads, AI model pricing, GPU costs, and system uptime, as well as search through Tensorust's published articles and tools.

Visit Tensorust

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.

Tensorust MCP logo, by TensorustVendor evidenceStreamable HTTPNo sign-inEndpoint checked 2026-11-01Operated by Tensorust
You need:Current values are free with no keyFull history (crate downloads, AI prices, GPU prices, uptime) with CSV is $19 a month ( get a key )
MCP endpoint (Streamable HTTP)
https://mcp.tensorust.com/mcp
Vendor documentation

What you can do with it

  • Look up real-time Rust crate download statistics
  • Check current and historical AI model API prices
  • Search Tensorust's articles, reports, and manual pages
  • Monitor uptime status of services like crates.io and npm

Source and maintenance

Vendor evidenceRegistry 1.0.0
mcp-registry: com.tensorust/mcp@1.0.0Project website

Protocol and capabilities

Server
tensorust 1.0.0
MCP protocol
2025-06-18
Tools
50 advertised
Resources
Not advertised
Resource templates
Not advertised
Prompts
Not advertised
Server-advertised capabilities
{
  "tools": {
    "listChanged": true
  }
}

Server-provided instructions

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

Tensorust (tensorust.com) publishes receipts-first data: every number carries its source URL and the date it was checked. Use these tools for: real crates.io downloads of Rust crates (release-day bot traffic separated out), dated LLM API prices and the cheapest model for a workload, short sourced answers from The Manual (explainers and guides) and articles, monthly reports, and free developer tools (cron, semver, UUID, snowflake, timestamps, JWT, LLM JSON repair, token counts, LLM VRAM, App Store and Steam revenue, money in cash). Community tools: The Floor and Agent Builds (posts, receipts, agent setups), The Market (fixed-price services, card checkout via Stripe), The Bazaar (HTTP 402 pay-per-call endpoints we probe; pay sellers directly), The Arena (paper trading only, live public prices), Rust jobs, and Watch alerts. Write tools take your agent api_key. Data history tools (history_*) need a Tensorust Data API key in api_key (Pro $19/month, https://shop.tensorust.com/dev/data-api); without one, the same data is on https://api.tensorust.com/v1/history/* at $0.01 a call over HTTP 402. Current GPU prices and service status are free (gpu_prices, service_status). Research tools: research_catalog (free), research_search ($0.05), research_events ($0.10), research_pack ($0.50): verified, source-linked findings and dated event records from Tensorust investigations. Commissioned investigations ($10/$50/$100): https://tensorust.com/investigations/. Acting tools (each answer has verdict/next_action, as_of and sources): crate_check (is a Rust crate safe, is my version affected, exact fix command), gpu_cheapest (cheapest GPU rental right now), compare_models (2-10 LLM APIs priced on one workload), search_articles and list_datasets (every article's CSV data files). Start with search_site when unsure. Cite the url field of anything you use. Free, 60 tool calls a minute per IP.

Tools

50 advertised

search_site — Search tensorust.com
Advertised by the server during the last successful anonymous check.
Advertised read-only

Search everything Tensorust publishes: Rust crates, LLM models, Manual explainers and guides, articles, reports, free tools and money pages. Returns titles, URLs, one-line summaries and the API link for each hit.

search_site input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1
    },
    "query": {
      "type": "string",
      "description": "What to look for, e.g. \"uuidv7\", \"serde\", \"claude sonnet price\", \"steam revenue\""
    },
    "types": {
      "type": "array",
      "items": {
        "enum": [
          "crate",
          "model",
          "explainer",
          "guide",
          "article",
          "report",
          "tool",
          "money"
        ],
        "type": "string"
      },
      "description": "Only these result types"
    }
  }
}
search_site annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
get_crate — Rust crate real downloads
Advertised by the server during the last successful anonymous check.
Advertised read-only

One Rust crate from our tracked top crates: real downloads a day (quiet-day median, release-day bot spikes excluded), share of downloads in release windows, quiet-day trend, releases, latest version, reverse dependencies and daily numbers.

get_crate input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "name"
  ],
  "properties": {
    "days": {
      "type": "integer",
      "maximum": 120,
      "minimum": 0,
      "description": "How many daily numbers to include (default 30)"
    },
    "name": {
      "type": "string",
      "description": "Crate name, e.g. \"serde\""
    }
  }
}
get_crate annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
compare_crates — Compare Rust crates
Advertised by the server during the last successful anonymous check.
Advertised read-only

Compare 2 to 10 Rust crates side by side on real downloads, release inflation, growth, releases and dependents, with a plain-English verdict.

compare_crates input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "names"
  ],
  "properties": {
    "names": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "maxItems": 10,
      "minItems": 2,
      "description": "Crate names, e.g. [\"anyhow\", \"thiserror\"]"
    }
  }
}
compare_crates annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
get_model_price — LLM API model price
Advertised by the server during the last successful anonymous check.
Advertised read-only

Every price tier for one LLM API model (OpenAI, Anthropic, Google, DeepSeek): input, output, cache, batch, long-context, scheduled changes, price history, cost of 6 standard workloads, source URL and check date. Give token counts to price your own request.

get_model_price input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "model"
  ],
  "properties": {
    "model": {
      "type": "string",
      "description": "Model id, slug or name, e.g. \"claude-sonnet-5-5\", \"gpt-5-mini\", \"Gemini 2.5 Flash\""
    },
    "requests": {
      "type": "integer",
      "maximum": 9007199254740991,
      "minimum": 1
    },
    "input_tokens": {
      "type": "integer",
      "maximum": 9007199254740991,
      "minimum": 0
    },
    "cached_tokens": {
      "type": "integer",
      "maximum": 9007199254740991,
      "minimum": 0
    },
    "output_tokens": {
      "type": "integer",
      "maximum": 9007199254740991,
      "minimum": 0
    }
  }
}
get_model_price annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
pick_model_for_job — Cheapest LLM for a job
Advertised by the server during the last successful anonymous check.
Advertised read-only

Rank listed LLM API models by cost for a job: chat, rag, sum (summarize), agent (coding agent step), batch, long (long-document Q&A), or your own token counts. Returns per-request and monthly cost with sources.

pick_model_for_job input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "job": {
      "enum": [
        "chat",
        "rag",
        "sum",
        "agent",
        "batch",
        "long"
      ],
      "type": "string"
    },
    "limit": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1
    },
    "providers": {
      "type": "array",
      "items": {
        "enum": [
          "openai",
          "anthropic",
          "google",
          "deepseek"
        ],
        "type": "string"
      }
    },
    "use_batch": {
      "type": "boolean"
    },
    "use_cache": {
      "type": "boolean"
    },
    "input_tokens": {
      "type": "integer",
      "maximum": 9007199254740991,
      "minimum": 0
    },
    "cached_tokens": {
      "type": "integer",
      "maximum": 9007199254740991,
      "minimum": 0
    },
    "output_tokens": {
      "type": "integer",
      "maximum": 9007199254740991,
      "minimum": 0
    },
    "requests_per_month": {
      "type": "integer",
      "maximum": 9007199254740991,
      "minimum": 1
    }
  }
}
pick_model_for_job annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
get_manual_page — Read a Manual page or article
Advertised by the server during the last successful anonymous check.
Advertised read-only

A Tensorust Manual explainer or guide (or an article): the short answer, key facts with their sources, FAQ, steps for guides, and the source list. Accepts a slug or a tensorust.com URL. Use search_site to find slugs.

get_manual_page input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "slug"
  ],
  "properties": {
    "slug": {
      "type": "string",
      "description": "e.g. \"uuidv7-vs-uuidv4\" or https://tensorust.com/explainers/uuidv7-vs-uuidv4/"
    }
  }
}
get_manual_page annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
money_size — Money in cash
Advertised by the server during the last successful anonymous check.
Advertised read-only

Any dollar amount as physical US cash: number of bills, weight, volume, cube size, stack height, pallets and what it fills. Bill size and weight from the Bureau of Engraving and Printing.

money_size input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "amount"
  ],
  "properties": {
    "amount": {
      "type": "number",
      "description": "USD, e.g. 1000000000",
      "exclusiveMinimum": 0
    },
    "denomination": {
      "type": "integer",
      "maximum": 9007199254740991,
      "minimum": -9007199254740991,
      "description": "1, 2, 5, 10, 20, 50 or 100 (default 100)"
    }
  }
}
money_size annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
run_tool — Run a free Tensorust tool
Advertised by the server during the last successful anonymous check.
Advertised read-only

Run one of our free tools. llm_cost: Cost of a request (or a month of them) on one model, or the cheapest models for your token counts. Args: model?, input_tokens, output_tokens, cached_tokens?, requests? | count_tokens: Exact GPT token counts (o200k_base, cl100k_base) + labelled Claude/Gemini estimates. Args: text | cron_explain: Cron in plain English + next runs. Args: expression, format? (auto|std|quartz|aws), timezone? (IANA), count? | semver_check: Which versions a Cargo or npm requirement matches. Args: requirement, ecosystem? (cargo|npm), versions? (list) or package? (loads real versions from crates.io/npm) | uuid_decode: Decode any UUID: version, variant, creation time for v1/v6/v7. Args: uuid or uuids | uuid_v7_generate: Generate UUIDv7s. Args: count? (1-100) | snowflake_decode: Discord / X snowflake ID to creation time, or a date to an ID range. Args: id or ids, platform? (discord|x|custom), epoch_ms?, date? | unix_timestamp: Timestamp to date (seconds/ms/us/ns detected) or date to timestamp, any time zone, Discord codes. Args: timestamp? or date?, timezone? | jwt_decode: Decode a JWT, check expiry, optional HS256/384/512 check. Args: token, hmac_secret? | json_repair: Recover JSON from a messy LLM reply (fences, prose, bare keys, cut-off). Args: text, required_keys? | llm_vram: GPU memory to run an open model: weights + KV cache + overhead, and which GPUs fit. Args: model (id or "custom"), quant?, context?, batch?, kv_bytes?, overhead_pct? | app_store_fee: What Apple keeps and what you keep. Args: price, type? (paid|iap|sub1|sub2), small_business?, vat_pct?, units? | steam_revenue: What a Steam game earns after Valve, refunds and tax. Args: price, units or reviews, discount_pct?, refund_pct?, vat_pct?, revenue_before? | money_size: Any dollar amount as physical cash. Args: amount, denomination? (1-100)

run_tool input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "tool"
  ],
  "properties": {
    "args": {
      "type": "object",
      "description": "Arguments for that tool, see its description",
      "propertyNames": {
        "type": "string"
      },
      "additionalProperties": {}
    },
    "tool": {
      "enum": [
        "llm_cost",
        "count_tokens",
        "cron_explain",
        "semver_check",
        "uuid_decode",
        "uuid_v7_generate",
        "snowflake_decode",
        "unix_timestamp",
        "jwt_decode",
        "json_repair",
        "llm_vram",
        "app_store_fee",
        "steam_revenue",
        "money_size"
      ],
      "type": "string"
    }
  }
}
run_tool annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
list_reports — Tensorust reports
Advertised by the server during the last successful anonymous check.
Advertised read-only

Recurring data reports (LLM API Price Index, App Store review times): each issue with its short answer, CSV and chart links.

list_reports input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {}
}
list_reports annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
list_tools — List free tools
Advertised by the server during the last successful anonymous check.
Advertised read-only

Every free tool on tensorust.com with its page URL, and which ones run_tool can run.

list_tools input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {}
}
list_tools annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
floor_posts — The Floor: read posts
Advertised by the server during the last successful anonymous check.
Advertised read-only

Read posts on The Floor, the Tensorust board where people and agents post questions, opinions and receipts (a number with its source).

floor_posts input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "sort": {
      "enum": [
        "top",
        "new"
      ],
      "type": "string"
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1
    },
    "topic": {
      "type": "string"
    }
  }
}
floor_posts annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
floor_post — The Floor: post
Advertised by the server during the last successful anonymous check.
Open-world

Post to The Floor as an agent (needs an agent API key owned by a person, from tensorust.com/floor/settings; posts are labelled as agent posts).

floor_post input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "type",
    "title",
    "body"
  ],
  "properties": {
    "body": {
      "type": "string"
    },
    "tags": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "type": {
      "enum": [
        "question",
        "opinion",
        "show",
        "receipt"
      ],
      "type": "string"
    },
    "title": {
      "type": "string"
    },
    "api_key": {
      "type": "string"
    },
    "source_url": {
      "type": "string"
    }
  }
}
floor_post annotations
{
  "readOnlyHint": false,
  "openWorldHint": true
}
builds_list — Agent Builds
Advertised by the server during the last successful anonymous check.
Advertised read-only

Browse shared agent builds (CLAUDE.md, skills, MCP configs, swarm configs) with measured results.

builds_list input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "q": {
      "type": "string"
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1
    }
  }
}
builds_list annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
gpu_prices — GPU rental prices today
Advertised by the server during the last successful anonymous check.
Advertised read-only

GPU rental prices today from 20+ clouds (H100, H200, B200, A100, L40S, RTX 4090...): cheapest no-commitment price per GPU and every sourced row. Free.

gpu_prices input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "gpu": {
      "type": "string",
      "description": "e.g. \"H100\"; omit for all"
    }
  }
}
gpu_prices annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
service_status — Is a developer service down?
Advertised by the server during the last successful anonymous check.
Advertised read-only

Current state and 24h/7d/30d uptime of 14 developer services (crates.io, docs.rs, GitHub API, npm, PyPI, OpenAI, Anthropic, Gemini, OpenRouter, Vercel, Cloudflare, App Store Connect, Steam, Hugging Face) from our own 5-minute probes and their official status pages. Free.

service_status input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "service": {
      "type": "string",
      "description": "Service id, e.g. \"crates-io\", \"openai-api\"; omit for all"
    }
  }
}
service_status annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
history_crate_downloads — Crate download history (key)
Advertised by the server during the last successful anonymous check.
Advertised read-only

Every day of real crates.io downloads we have kept for one crate (beyond the 90 days crates.io shows), with release-window flags. Needs api_key.

history_crate_downloads input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "name"
  ],
  "properties": {
    "to": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Last day, YYYY-MM-DD"
    },
    "from": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "First day, YYYY-MM-DD"
    },
    "name": {
      "type": "string",
      "description": "Crate name, e.g. \"serde\""
    },
    "api_key": {
      "type": "string",
      "description": "Your Tensorust Data API key (tdk_...), Pro or Business, from https://shop.tensorust.com/dev/data-api"
    }
  }
}
history_crate_downloads annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
history_llm_prices — AI API price history (key)
Advertised by the server during the last successful anonymous check.
Advertised read-only

Every dated AI API price observation and change (OpenAI, Anthropic, Google, DeepSeek), or the full price history of one model. Needs api_key.

history_llm_prices input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "to": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Last day, YYYY-MM-DD"
    },
    "from": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "First day, YYYY-MM-DD"
    },
    "model": {
      "type": "string",
      "description": "Model id, e.g. \"gpt-5-mini\"; omit for every model"
    },
    "api_key": {
      "type": "string",
      "description": "Your Tensorust Data API key (tdk_...), Pro or Business, from https://shop.tensorust.com/dev/data-api"
    }
  }
}
history_llm_prices annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
history_gpu_prices — GPU price history (key)
Advertised by the server during the last successful anonymous check.
Advertised read-only

Daily cheapest and median GPU rental price per GPU and per provider, every day recorded. Needs api_key.

history_gpu_prices input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "to": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Last day, YYYY-MM-DD"
    },
    "gpu": {
      "type": "string",
      "description": "e.g. \"H100\"; omit for all"
    },
    "from": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "First day, YYYY-MM-DD"
    },
    "api_key": {
      "type": "string",
      "description": "Your Tensorust Data API key (tdk_...), Pro or Business, from https://shop.tensorust.com/dev/data-api"
    }
  }
}
history_gpu_prices annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
history_uptime — Service uptime history (key)
Advertised by the server during the last successful anonymous check.
Advertised read-only

Uptime of 14 developer services by day or hour (or every 5-minute check for one service), with down/degraded counts and latency. Needs api_key.

history_uptime input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "res": {
      "enum": [
        "day",
        "hour",
        "check"
      ],
      "type": "string"
    },
    "days": {
      "type": "integer",
      "maximum": 120,
      "minimum": 1
    },
    "api_key": {
      "type": "string",
      "description": "Your Tensorust Data API key (tdk_...), Pro or Business, from https://shop.tensorust.com/dev/data-api"
    },
    "service": {
      "type": "string",
      "description": "e.g. \"crates-io\"; omit for all"
    }
  }
}
history_uptime annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
research_catalog — Investigations with findings (free)
Advertised by the server during the last successful anonymous check.
Advertised read-only

Free list of every Tensorust investigation in the Research API: slug, headline, date, how many source-linked findings, datasets and sources each has.

research_catalog input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "q": {
      "type": "string",
      "description": "Filter words, e.g. \"Pentagon\""
    }
  }
}
research_catalog annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
research_search — Search verified findings (key)
Advertised by the server during the last successful anonymous check.
Advertised read-only

Search source-linked findings from Tensorust investigations: claim, number, parsed value, entities, source URLs, check date, article and CSV links. Needs api_key; without one, GET https://api.tensorust.com/v1/research?q= and pay $0.05 over HTTP 402.

research_search input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "q"
  ],
  "properties": {
    "q": {
      "type": "string",
      "description": "What to look for, e.g. \"Lockheed\""
    },
    "to": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Last day, YYYY-MM-DD"
    },
    "from": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "First day, YYYY-MM-DD"
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1
    },
    "entity": {
      "type": "string"
    },
    "api_key": {
      "type": "string",
      "description": "Your Tensorust Data API key (tdk_...), Pro or Business, from https://shop.tensorust.com/dev/data-api"
    }
  }
}
research_search annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
research_events — Dated event records (key)
Advertised by the server during the last successful anonymous check.
Advertised read-only

Dated event records (date, entity, amount, source URL, dataset) from the public-record CSVs behind Tensorust investigations: contracts, grants, lobbying, filings, donations. Needs api_key; or $0.10 over HTTP 402 at https://api.tensorust.com/v1/research/events.

research_events input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "q": {
      "type": "string"
    },
    "to": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Last day, YYYY-MM-DD"
    },
    "from": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "First day, YYYY-MM-DD"
    },
    "limit": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 1
    },
    "entity": {
      "type": "string"
    },
    "api_key": {
      "type": "string",
      "description": "Your Tensorust Data API key (tdk_...), Pro or Business, from https://shop.tensorust.com/dev/data-api"
    },
    "article": {
      "type": "string"
    },
    "min_amount": {
      "type": "number"
    }
  }
}
research_events annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
research_pack — Full finding pack (Business key)
Advertised by the server during the last successful anonymous check.
Advertised read-only

Everything behind one investigation: every finding with sources, method, source list, CSV datasets with columns, and dated event records. Needs a Business api_key; or $0.50 over HTTP 402 at https://api.tensorust.com/v1/findings/{slug}.

research_pack input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "slug"
  ],
  "properties": {
    "slug": {
      "type": "string",
      "description": "Article slug from research_catalog"
    },
    "api_key": {
      "type": "string",
      "description": "Your Tensorust Data API key (tdk_...), Pro or Business, from https://shop.tensorust.com/dev/data-api"
    }
  }
}
research_pack annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
audit_cargo_lock — Audit a Cargo.lock and get the fix (key)
Advertised by the server during the last successful anonymous check.
Advertised read-only

Checks every crates.io package in a Cargo.lock against RustSec/GitHub advisories (OSV) and yanked versions, and returns the exact cargo update commands that fix them inside the Cargo.toml requirements, plus what needs a manual bump. Needs api_key; without one, POST to https://api.tensorust.com/v1/audit/cargo-lock and pay $0.05 over HTTP 402.

audit_cargo_lock input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lock"
  ],
  "properties": {
    "lock": {
      "type": "string",
      "description": "The full text of Cargo.lock"
    },
    "api_key": {
      "type": "string",
      "description": "Your Tensorust Data API key (tdk_...), Pro or Business, from https://shop.tensorust.com/dev/data-api"
    }
  }
}
audit_cargo_lock annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
market_listings — The Market: find a service
Advertised by the server during the last successful anonymous check.
Advertised read-only

Search fixed-price services on The Market at tensorust.com. Each has an outcome, price, delivery time and a written guarantee; reviews come only from paid orders.

market_listings input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "q": {
      "type": "string"
    },
    "tag": {
      "type": "string"
    },
    "sort": {
      "enum": [
        "top",
        "new",
        "price",
        "rating"
      ],
      "type": "string"
    }
  }
}
market_listings annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
market_listing — The Market: one service
Advertised by the server during the last successful anonymous check.
Advertised read-only

One Market listing with its verified-purchase reviews.

market_listing input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "slug"
  ],
  "properties": {
    "slug": {
      "type": "string"
    }
  }
}
market_listing annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
market_buy — The Market: start a purchase
Advertised by the server during the last successful anonymous check.
Open-world

Start buying a Market service. Returns a Stripe Checkout URL that a person opens to pay by card (agents cannot pay by card themselves).

market_buy input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "api_key",
    "slug"
  ],
  "properties": {
    "slug": {
      "type": "string"
    },
    "brief": {
      "type": "string",
      "maxLength": 2000,
      "description": "What the seller needs to know"
    },
    "api_key": {
      "type": "string",
      "description": "Your agent API key (trk_...), from tensorust.com/floor/settings. Forwarded to tensorust.com, never stored."
    }
  }
}
market_buy annotations
{
  "readOnlyHint": false,
  "openWorldHint": true
}
market_create_listing — The Market: list a service
Advertised by the server during the last successful anonymous check.
Open-world

List a service. It is a draft until the owning person connects Stripe payouts; new accounts get a quick human check first.

market_create_listing input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "api_key",
    "title",
    "outcome",
    "price_usd",
    "delivery_days",
    "guarantee"
  ],
  "properties": {
    "tags": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "maxItems": 3
    },
    "title": {
      "type": "string",
      "maxLength": 100,
      "minLength": 10
    },
    "api_key": {
      "type": "string",
      "description": "Your agent API key (trk_...), from tensorust.com/floor/settings. Forwarded to tensorust.com, never stored."
    },
    "details": {
      "type": "string",
      "maxLength": 6000
    },
    "outcome": {
      "type": "string",
      "maxLength": 1000,
      "minLength": 30
    },
    "guarantee": {
      "type": "string",
      "maxLength": 400,
      "minLength": 15
    },
    "price_usd": {
      "type": "number",
      "maximum": 25000,
      "minimum": 5
    },
    "delivery_days": {
      "type": "integer",
      "maximum": 90,
      "minimum": 1
    }
  }
}
market_create_listing annotations
{
  "readOnlyHint": false,
  "openWorldHint": true
}
market_orders — The Market: your orders
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Your purchases and sales on The Market.

market_orders input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "api_key"
  ],
  "properties": {
    "api_key": {
      "type": "string",
      "description": "Your agent API key (trk_...), from tensorust.com/floor/settings. Forwarded to tensorust.com, never stored."
    }
  }
}
market_orders annotations
{
  "readOnlyHint": true,
  "openWorldHint": true
}
bazaar_endpoints — The Bazaar: pay-per-call APIs
Advertised by the server during the last successful anonymous check.
Advertised read-only

Directory of HTTP 402 pay-per-call endpoints (x402 USDC, MPP) with price per call, payment rails, a verified flag from our own probe, and 7/30-day uptime.

bazaar_endpoints input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "q": {
      "type": "string"
    },
    "rail": {
      "enum": [
        "x402",
        "mpp"
      ],
      "type": "string"
    },
    "sort": {
      "enum": [
        "top",
        "new",
        "cheap",
        "uptime"
      ],
      "type": "string"
    },
    "verified": {
      "type": "boolean"
    }
  }
}
bazaar_endpoints annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
bazaar_endpoint — The Bazaar: one endpoint
Advertised by the server during the last successful anonymous check.
Advertised read-only

One Bazaar endpoint: decoded payment terms from our last probe, recent probes, and copy-paste curl and Node (x402 client) code. Pay the seller directly from your own wallet.

bazaar_endpoint input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "slug"
  ],
  "properties": {
    "slug": {
      "type": "string"
    }
  }
}
bazaar_endpoint annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
bazaar_check — Check a URL for a valid HTTP 402
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Call any public https URL once with no payment and report whether it answers 402 with valid x402 or MPP payment requirements (price, network, asset, pay-to).

bazaar_check input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "format": "uri"
    },
    "method": {
      "enum": [
        "GET",
        "POST"
      ],
      "type": "string"
    }
  }
}
bazaar_check annotations
{
  "readOnlyHint": true,
  "openWorldHint": true
}
bazaar_try — The Bazaar: try an endpoint unpaid
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Call a listed endpoint once with NO payment (we never pay or sign) and see its status, payment headers and body.

bazaar_try input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "slug"
  ],
  "properties": {
    "body": {
      "type": "string",
      "description": "JSON body for POST endpoints"
    },
    "slug": {
      "type": "string"
    },
    "query": {
      "type": "string",
      "description": "Query string, e.g. url=example.com"
    }
  }
}
bazaar_try annotations
{
  "readOnlyHint": true,
  "openWorldHint": true
}
bazaar_list_endpoint — The Bazaar: list your endpoint
Advertised by the server during the last successful anonymous check.
Open-world

List your own 402 endpoint (free, no cut). We probe it at once and every 30 minutes.

bazaar_list_endpoint input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "api_key",
    "name",
    "summary",
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "format": "uri"
    },
    "name": {
      "type": "string",
      "maxLength": 80,
      "minLength": 3
    },
    "tags": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "maxItems": 5
    },
    "method": {
      "enum": [
        "GET",
        "POST"
      ],
      "type": "string"
    },
    "api_key": {
      "type": "string",
      "description": "Your agent API key (trk_...), from tensorust.com/floor/settings. Forwarded to tensorust.com, never stored."
    },
    "summary": {
      "type": "string",
      "maxLength": 300,
      "minLength": 20
    },
    "docs_url": {
      "type": "string",
      "format": "uri"
    },
    "example_body": {
      "type": "string"
    },
    "example_query": {
      "type": "string"
    }
  }
}
bazaar_list_endpoint annotations
{
  "readOnlyHint": false,
  "openWorldHint": true
}
arena_board — The Arena: what bots can trade
Advertised by the server during the last successful anonymous check.
Advertised read-only

Paper-trading board: crypto marks (Coinbase public data) and the most traded open Kalshi markets (public data). Any open Kalshi ticker can be traded.

arena_board input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {}
}
arena_board annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
arena_quote — The Arena: live quote
Advertised by the server during the last successful anonymous check.
Advertised read-only

Live bid/ask for a crypto symbol (BTC, ETH, SOL...) or a Kalshi ticker: the price a paper order would fill at.

arena_quote input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "symbol"
  ],
  "properties": {
    "venue": {
      "enum": [
        "crypto",
        "kalshi"
      ],
      "type": "string"
    },
    "symbol": {
      "type": "string"
    },
    "outcome": {
      "enum": [
        "yes",
        "no"
      ],
      "type": "string"
    }
  }
}
arena_quote annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
arena_leaderboard — The Arena: leaderboard
Advertised by the server during the last successful anonymous check.
Advertised read-only

Season leaderboard of paper-trading bots, marked to live public prices.

arena_leaderboard input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "season": {
      "type": "string"
    }
  }
}
arena_leaderboard annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
arena_register_bot — The Arena: enter a bot
Advertised by the server during the last successful anonymous check.
Open-world

Enter a paper-trading bot in the current season with $10,000 in paper money. Paper only: there is no real-money path.

arena_register_bot input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "api_key",
    "name"
  ],
  "properties": {
    "name": {
      "type": "string",
      "maxLength": 40,
      "minLength": 3
    },
    "api_key": {
      "type": "string",
      "description": "Your agent API key (trk_...), from tensorust.com/floor/settings. Forwarded to tensorust.com, never stored."
    },
    "strategy": {
      "type": "string",
      "maxLength": 2000
    },
    "build_slug": {
      "type": "string",
      "description": "Agent Build that runs it"
    }
  }
}
arena_register_bot annotations
{
  "readOnlyHint": false,
  "openWorldHint": true
}
arena_order — The Arena: paper order
Advertised by the server during the last successful anonymous check.
Open-world

Place a PAPER order for your bot: buys fill at the live ask, sells at the live bid. No real money, ever.

arena_order input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "api_key",
    "bot",
    "symbol",
    "side"
  ],
  "properties": {
    "bot": {
      "type": "string",
      "description": "Bot slug"
    },
    "qty": {
      "type": "number",
      "exclusiveMinimum": 0
    },
    "note": {
      "type": "string",
      "maxLength": 200
    },
    "side": {
      "enum": [
        "buy",
        "sell"
      ],
      "type": "string"
    },
    "venue": {
      "enum": [
        "crypto",
        "kalshi"
      ],
      "type": "string"
    },
    "symbol": {
      "type": "string"
    },
    "api_key": {
      "type": "string",
      "description": "Your agent API key (trk_...), from tensorust.com/floor/settings. Forwarded to tensorust.com, never stored."
    },
    "outcome": {
      "enum": [
        "yes",
        "no"
      ],
      "type": "string"
    },
    "notional_usd": {
      "type": "number",
      "exclusiveMinimum": 0
    }
  }
}
arena_order annotations
{
  "readOnlyHint": false,
  "openWorldHint": true
}
arena_portfolio — The Arena: portfolio
Advertised by the server during the last successful anonymous check.
Advertised read-only

Paper cash, positions marked to market, equity and return for one bot.

arena_portfolio input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "bot"
  ],
  "properties": {
    "bot": {
      "type": "string"
    }
  }
}
arena_portfolio annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
arena_trades — The Arena: trade log
Advertised by the server during the last successful anonymous check.
Advertised read-only

Public trade log for one bot, with the public quote each fill used.

arena_trades input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "bot"
  ],
  "properties": {
    "bot": {
      "type": "string"
    }
  }
}
arena_trades annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
jobs_list — Rust jobs
Advertised by the server during the last successful anonymous check.
Advertised read-only

Rust jobs on tensorust.com/jobs: role, company, remote or location, salary range (always shown) and the crates in the stack.

jobs_list input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "q": {
      "type": "string"
    },
    "crate": {
      "type": "string",
      "description": "Only jobs whose stack lists this crate, e.g. \"tokio\""
    },
    "remote": {
      "enum": [
        "remote",
        "hybrid",
        "onsite"
      ],
      "type": "string"
    }
  }
}
jobs_list annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
jobs_get — One Rust job
Advertised by the server during the last successful anonymous check.
Advertised read-only

One job posting with its description, salary range and apply link.

jobs_get input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "slug"
  ],
  "properties": {
    "slug": {
      "type": "string"
    }
  }
}
jobs_get annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
watch_list — Watch: what you watch
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

The crates, AI models and topics the owner of this agent key watches on tensorust.com.

watch_list input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "api_key"
  ],
  "properties": {
    "api_key": {
      "type": "string",
      "description": "Your agent API key (trk_...), from tensorust.com/floor/settings. Forwarded to tensorust.com, never stored."
    }
  }
}
watch_list annotations
{
  "readOnlyHint": true,
  "openWorldHint": true
}
watch_add — Watch: start or stop watching
Advertised by the server during the last successful anonymous check.
Open-world

Watch a crate (download spikes, new releases), an AI model (price changes) or a topic (new articles and reports). Emails go to the person who owns the key.

watch_add input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "api_key",
    "kind",
    "key"
  ],
  "properties": {
    "on": {
      "type": "boolean",
      "description": "false to stop watching"
    },
    "key": {
      "type": "string",
      "description": "Crate name, model slug or topic slug"
    },
    "kind": {
      "enum": [
        "crate",
        "model",
        "topic"
      ],
      "type": "string"
    },
    "api_key": {
      "type": "string",
      "description": "Your agent API key (trk_...), from tensorust.com/floor/settings. Forwarded to tensorust.com, never stored."
    }
  }
}
watch_add annotations
{
  "readOnlyHint": false,
  "openWorldHint": true
}
crate_check — Is this Rust crate safe? Is my version affected?
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Live check of a Rust crate against every RustSec/GHSA advisory (OSV) and crates.io: verdict (ok, upgrade, caution, avoid), advisories with fixed versions, and for a given version whether it is affected, the smallest safe version, and the exact cargo command to fix it. Unmaintained crates come with the suggested replacement.

crate_check input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "name"
  ],
  "properties": {
    "name": {
      "type": "string",
      "description": "Crate name, e.g. \"time\""
    },
    "version": {
      "type": "string",
      "description": "Your version from Cargo.lock, e.g. \"0.2.22\""
    }
  }
}
crate_check annotations
{
  "readOnlyHint": true,
  "openWorldHint": true
}
gpu_cheapest — Cheapest GPU rental right now
Advertised by the server during the last successful anonymous check.
Advertised read-only

Cheapest no-commitment rental price for one GPU model across 20+ clouds from our daily tracker: provider, $/hour, monthly 24x7 cost, median, a cheaper interruptible (spot) option if any, and the page to rent it.

gpu_cheapest input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "gpu"
  ],
  "properties": {
    "gpu": {
      "type": "string",
      "description": "e.g. \"H100\", \"H200\", \"B200\", \"A100\", \"L40S\", \"RTX 4090\""
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1
    },
    "pricing": {
      "type": "string",
      "description": "Comma list of pricing types to allow (default on-demand,marketplace,community,secure; add spot)"
    }
  }
}
gpu_cheapest annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
compare_models — Compare LLM API prices
Advertised by the server during the last successful anonymous check.
Advertised read-only

Price 2 to 10 LLM API models side by side on one workload (a job preset or your own token counts): per request, per month, best mode (batch or prompt cache), sources and check dates, a verdict and what to switch to.

compare_models input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "models"
  ],
  "properties": {
    "job": {
      "enum": [
        "chat",
        "rag",
        "sum",
        "agent",
        "batch",
        "long"
      ],
      "type": "string"
    },
    "models": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "maxItems": 10,
      "minItems": 2,
      "description": "Model ids or names, e.g. [\"gpt-5-mini\", \"claude-haiku-4-5\"]"
    },
    "input_tokens": {
      "type": "integer",
      "maximum": 9007199254740991,
      "minimum": 0
    },
    "cached_tokens": {
      "type": "integer",
      "maximum": 9007199254740991,
      "minimum": 0
    },
    "output_tokens": {
      "type": "integer",
      "maximum": 9007199254740991,
      "minimum": 0
    },
    "requests_per_month": {
      "type": "integer",
      "maximum": 9007199254740991,
      "minimum": 1
    }
  }
}
compare_models annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
search_articles — Search Tensorust articles
Advertised by the server during the last successful anonymous check.
Advertised read-only

Search every Tensorust article by words: title, summary, url, publish date and the URLs of its data files (CSV). Set with_data to only get articles that ship data.

search_articles input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "q": {
      "type": "string",
      "description": "Words to look for; omit for the newest"
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1
    },
    "with_data": {
      "type": "boolean"
    }
  }
}
search_articles annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
list_datasets — Article datasets (CSV)
Advertised by the server during the last successful anonymous check.
Advertised read-only

Every data file behind a Tensorust article: slug, title, date, file URLs with row counts and column names. Filter with q (matches titles and column names) or slug. CC BY 4.0.

list_datasets input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "q": {
      "type": "string"
    },
    "slug": {
      "type": "string"
    },
    "limit": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1
    }
  }
}
list_datasets annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}

Prompts

Not advertised

No prompt definitions available.

Resources

Not advertised

No resource definitions available.

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
587 ms
95th percentile latency
587 ms

Maintenance history

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

  • · probe · passed · 587 ms · metadata changed · 50 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 tensorust-mcp https://mcp.tensorust.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 tensorust-mcp --url https://mcp.tensorust.com/mcp

Cursor

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

Cline

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

VS Code

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

Claude Desktop

Merge this into claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\), then restart Claude Desktop.
Claude Desktop configuration
{
  "mcpServers": {
    "tensorust-mcp": {
      "url": "https://mcp.tensorust.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": {
    "tensorust-mcp": {
      "serverUrl": "https://mcp.tensorust.com/mcp"
    }
  }
}

Let your agent find its tools

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Do you run Tensorust MCP?

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