Koskamo

DataFood MCP

A universal data hub MCP server providing AI agents with one-call access to 16 cross-niche data sources including crypto, DeFi, security, weather, news, finance, and web3 via a single Streamable-HTTP endpoint.

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.

DataFood MCP logo, by TOUGH LOVE SECURITYCommunity listingStreamable HTTPNo sign-inEndpoint checked 2026-11-06Published by TOUGH LOVE SECURITY
MCP endpoint (Streamable HTTP)
https://toughlovesec.win/mcp
Vendor documentation

What its tools do

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

Not annotated (4)

4 of 4 have a description · 0 of 4 declare behavior hints · 2 of 4 with parameters document them all

Checks and signals

Each line is separate evidence, not a trust score.

  • Passed Endpoint answered the live check ·
  • Warning Advertises resources/templates/list but does not implement it
  • Availability 1 of 1 checks passed in 30 days

What you can do with it

  • Fetch real-time crypto prices and DeFi yields
  • Retrieve security token risk and breach data
  • Query weather, flights, and real estate RSS feeds
  • Perform natural language Q&A on Plaid-linked portfolios

Source and maintenance

Community listingRegistry 6.0.2
mcp-registry: io.github.atmflow55/datafood-mcp@6.0.2Source repositoryProject website
Maintenance checked

Protocol and capabilities

Server
datafood 6.0.0
MCP protocol negotiated in check
2025-06-18
Tools
4 advertised
Resources
6 advertised
Resource templates
Not advertised
Prompts
0 advertised
Server-advertised capabilities
{
  "tools": {
    "listChanged": false
  },
  "logging": {},
  "prompts": {},
  "resources": {
    "listChanged": false
  }
}

Server-provided instructions

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

DataFood aggregates 16 cross-niche data sources for AI agents. Use datafood_query for single fetches, datafood_bundle for 3+ at a 50-92% discount. Free preview tier requires no auth.

Tools

4 advertised

datafood_query
Advertised by the server during the last successful anonymous check.

Fetch a single data type from DataFood. Free 1-row preview, no auth required. Use datafood_bundle for 3+ queries (cheaper).

datafood_query input schema
{
  "type": "object",
  "required": [
    "type"
  ],
  "properties": {
    "q": {
      "type": "string",
      "description": "Query string. See /api/v1/catalog for per-type examples."
    },
    "type": {
      "enum": [
        "token-risk",
        "breach",
        "contract-risk",
        "defi-yield",
        "scrape",
        "crypto-price",
        "crypto-trending",
        "stock-quote",
        "weather",
        "news-hn-top",
        "news-reddit",
        "flights-near",
        "real-estate-rss",
        "sports-scores",
        "gas-prices-eth",
        "forex",
        "github-trending",
        "whale-tracker",
        "liquidations",
        "funding-rates",
        "order-book",
        "ta-indicators",
        "sentiment-ticker",
        "token-unlock",
        "mev-exposure",
        "stable-depeg",
        "cross-dex-arb",
        "energy-oil",
        "energy-grid-eu",
        "shipping-bdi",
        "air-quality",
        "cdc-flu",
        "who-outbreak",
        "sec-edgar",
        "acled-conflict",
        "gdelt-events",
        "twitch-top",
        "steam-top",
        "reddit-trending",
        "commodity-metals",
        "agriculture-prices",
        "legal-courtlistener",
        "economic-indicator"
      ],
      "type": "string",
      "description": "One of 42 supported data types (DATAFOOD_CATALOG)"
    }
  }
}
datafood_bundle
Advertised by the server during the last successful anonymous check.

Bundle 1-20 cross-niche queries in one call. Saves 50-92% vs. per-API. Free preview accepts up to 5; paid via Stripe session_id or x402 X-Payment header.

datafood_bundle input schema
{
  "type": "object",
  "required": [
    "queries"
  ],
  "properties": {
    "free": {
      "type": "boolean",
      "description": "If true, return free 1-row preview (capped at 5 queries)"
    },
    "queries": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "type"
        ],
        "properties": {
          "q": {
            "type": "string"
          },
          "type": {
            "enum": [
              "token-risk",
              "breach",
              "contract-risk",
              "defi-yield",
              "scrape",
              "crypto-price",
              "crypto-trending",
              "stock-quote",
              "weather",
              "news-hn-top",
              "news-reddit",
              "flights-near",
              "real-estate-rss",
              "sports-scores",
              "gas-prices-eth",
              "forex",
              "github-trending",
              "whale-tracker",
              "liquidations",
              "funding-rates",
              "order-book",
              "ta-indicators",
              "sentiment-ticker",
              "token-unlock",
              "mev-exposure",
              "stable-depeg",
              "cross-dex-arb",
              "energy-oil",
              "energy-grid-eu",
              "shipping-bdi",
              "air-quality",
              "cdc-flu",
              "who-outbreak",
              "sec-edgar",
              "acled-conflict",
              "gdelt-events",
              "twitch-top",
              "steam-top",
              "reddit-trending",
              "commodity-metals",
              "agriculture-prices",
              "legal-courtlistener",
              "economic-indicator"
            ],
            "type": "string"
          }
        }
      },
      "maxItems": 20,
      "minItems": 1
    },
    "session_id": {
      "type": "string",
      "description": "Optional Stripe checkout session_id for paid full results"
    }
  }
}
datafood_portfolio_ask
Advertised by the server during the last successful anonymous check.

Natural-language Q&A on a Plaid-linked portfolio (read-only). Requires user_id of a previously-synced portfolio.

datafood_portfolio_ask input schema
{
  "type": "object",
  "required": [
    "user_id",
    "question"
  ],
  "properties": {
    "user_id": {
      "type": "string"
    },
    "question": {
      "type": "string",
      "description": "e.g. 'Am I overexposed to tech?'"
    }
  }
}
datafood_watch_session
Advertised by the server during the last successful anonymous check.

Open a watchable agent session — returns session_id and a public /watch/{id} URL for live observation. Free.

datafood_watch_session input schema
{
  "type": "object",
  "properties": {
    "intent": {
      "type": "string",
      "description": "Optional one-line intent string"
    },
    "agent_id": {
      "type": "string",
      "description": "Optional human-readable agent identifier"
    }
  }
}

Prompts

0 advertised

No prompt definitions available.

Resources

6 advertised

llms.txt

Advertised by the server during the last successful anonymous check.

AI-friendly site summary

llms.txt URI
https://toughlovesec.win/llms.txt

MIME type: text/plain

AGENTS.md

Advertised by the server during the last successful anonymous check.

Agent integration guide

AGENTS.md URI
https://toughlovesec.win/AGENTS.md

MIME type: text/markdown

DataFood data catalog

Advertised by the server during the last successful anonymous check.

All 16 data types with examples

DataFood data catalog URI
https://toughlovesec.win/api/v1/catalog

MIME type: application/json

OpenAPI spec

Advertised by the server during the last successful anonymous check.

OpenAPI 3.0 spec for all DataFood endpoints

OpenAPI spec URI
https://toughlovesec.win/openapi.json

MIME type: application/json

x402 descriptor

Advertised by the server during the last successful anonymous check.

x402 micropayment service descriptor

x402 descriptor URI
https://toughlovesec.win/.well-known/x402.json

MIME type: application/json

Competitor comparison

Advertised by the server during the last successful anonymous check.

Pricing comparison vs. CoinGecko Pro, Etherscan, etc.

Competitor comparison URI
https://toughlovesec.win/datafood/comparison.json

MIME type: application/json

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 (5 of 5 answered).

  1. 2026-11-06: 1 of 1 checks answered
  2. 2026-11-07: 2 of 2 checks answered
  3. 2026-11-09: 1 of 1 checks answered
  4. 2026-11-10: 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
2229 ms
95th percentile latency
2229 ms

Maintenance history

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

  • · probe · passed · 2229 ms · metadata changed · 4 tool(s), 6 resource(s), 0 prompt(s); warnings: Advertises resources/templates/list but does not implement it

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 datafood-mcp https://toughlovesec.win/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 datafood-mcp --url https://toughlovesec.win/mcp

Cursor

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

Cline

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

VS Code

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

Let your agent find its tools

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