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Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
DataFood — Universal Data Hub for AI Agents (MCP Server)
DataFood is a remote MCP server that gives AI agents one-call access to 16 cross-niche data sources — crypto, DeFi, security, weather, news, finance, web3 — through a single Streamable-HTTP endpoint.
Bundle micropayments save 92% vs. paying per-API to 16 different vendors.
- Live endpoint:
https://toughlovesec.win/mcp(Streamable HTTP, JSON-RPC 2.0) - Discovery:
/.well-known/mcp.json - Showcase / dashboard:
/agent-mesh - Publisher: TOUGH LOVE SECURITY
- Protocol version:
2025-06-18
What's in the box (16 data types)
| Category | Types |
|---|---|
| Security / Web3 | token-risk, breach, contract-risk, gas-prices-eth |
| Crypto / DeFi | crypto-price, crypto-trending, defi-yield |
| Finance | stock-quote, forex |
| News / Trends | news-hn-top, news-reddit, github-trending |
| Real-world | weather, flights-near, real-estate-rss, sports-scores |
All 16 types share one schema, one auth, one billing surface.
Tools (4)
| Tool | What it does | Pricing |
|---|---|---|
datafood_query | Fetch one data type. Free 1-row preview. | preview: $0 / full: $0.001 |
datafood_bundle | 1–20 queries across any types in a single call. | 3–5: $0.0035 / 6–10: $0.005 / 11–20: $0.008 |
datafood_portfolio_ask | NL Q&A on a Plaid-linked portfolio with citations. | free during beta |
datafood_watch_session | Open a public /watch/{id} URL streaming agent events. | free |
Day pass: $0.99 · Week pass: $4.99 (Stripe Checkout or x402 micropayment header).
Quickstart
Claude Desktop / Cursor / any MCP client
{
"mcpServers": {
"datafood": {
"transport": "http",
"url": "https://toughlovesec.win/mcp"
}
}
}Raw JSON-RPC
`tools/list`:
curl -s -X POST https://toughlovesec.win/mcp \
-H "Content-Type: application/json" \
-d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}' | jq`tools/call` (free preview):
curl -s -X POST https://toughlovesec.win/mcp \
-H "Content-Type: application/json" \
-d '{
"jsonrpc":"2.0","id":2,"method":"tools/call",
"params":{
"name":"datafood_bundle",
"arguments":{
"free": true,
"queries":[
{"type":"crypto-price","q":"BTC"},
{"type":"weather","q":"NYC"},
{"type":"news-hn-top"}
]
}
}
}' | jqPayment paths
DataFood supports two agent-native payment methods:
- x402 — pay-per-call via the
X-PaymentHTTP header (HTTP 402 challenge/response). - Stripe Checkout — pass
session_idfrom a/api/checkout/*flow intodatafood_bundle. Day/week passes auto-unlock.
Free 1-row preview (up to 5 bundle items) requires no auth.
Cost comparison (real numbers)
A typical agent fetching 10 data types per task:
| Method | Cost / call | Vendors to manage |
|---|---|---|
| 10 individual APIs (Alchemy, Etherscan, OpenWeather, NewsAPI, …) | ~$0.06 | 10 |
| DataFood `datafood_bundle` (10 queries) | $0.005 | 1 |
~92% cheaper, one auth surface, one invoice.
Links
- Website: https://toughlovesec.win
- Agent Mesh dashboard: https://toughlovesec.win/agent-mesh
- OpenAPI spec: https://toughlovesec.win/openapi.json
- MCP descriptor: https://toughlovesec.win/.well-known/mcp.json
- Status / health: https://toughlovesec.win/healthz
License
MIT — see LICENSE.
DataFood is built and operated by [TOUGH LOVE SECURITY](https://toughlovesec.win), a security-and-data infrastructure shop. Contact: `[email protected]`.