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Pyfile LLM & Data API MCP Server

by pyfile-toolkit Your server? Claim it
answering

Pyfile LLM & Data API is answering right now. Last checked 5 min ago. It exposes 13 tools. Last commit 11 Sep 2026.

Pay-per-call LLM chat plus data tools: DNS, crypto, Base gas, Wikipedia. x402 USDC or Lightning.

Uptime history 55 days of history · worst day 9%
55 days agonow
100.0%
Uptime 24h
91 of 91 checks
13
Tools
read from the server
702 ms
Response time
average over 24h
0
Stars
last commit 11 Sep 2026

What changed 7

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 11 September 2026. No other catalogue keeps this.

12 Sep a tool appeared enrich
11 Sep 6 tools appeared fair_draw, fair_pick, fda_lookup and 3 more

Pyfile LLM & Data API missed 3 checks this week

Everything else answered, so this is steady rather than shaky. We check every 15 minutes, which is how a one-off gets told apart from the start of a pattern, and how you hear about the next one within the hour instead of from your users.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 5 min ago.

run in your terminal
claude mcp add pyfile-llm --transport http https://pyfile-agent.taile3ff35.ts.net:8443/mcp
Settings → Connectors → Add custom connector, then paste this address
https://pyfile-agent.taile3ff35.ts.net:8443/mcp
~/.codex/config.toml
[mcp_servers.pyfile-llm]
url = "https://pyfile-agent.taile3ff35.ts.net:8443/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "pyfile-llm": {
      "url": "https://pyfile-agent.taile3ff35.ts.net:8443/mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "pyfile-llm": {
      "type": "http",
      "url": "https://pyfile-agent.taile3ff35.ts.net:8443/mcp"
    }
  }
}

Available tools 13

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

fair
fair_draw
Provably-fair random integer from a committed seed (commit-reveal). Use for verifiable winner selection, raffles and allocations. Reveal the seed afterwards so anyone can reproduce the result.
fair_pick
Provably-fair selection of one winner from a list of candidates. For bounties with a single prize.
base
base_gas
Current Base L2 gas price in wei and gwei.
brief
brief
Composite analyst brief: gathers live market facts (crypto prices, DeFi yields, Base block height) and returns an LLM-written brief with headline, key points, and a take. Requires a Bearer key.
chat
chat
Ask an LLM a question. Returns a text completion.
crypto
crypto_price
Current USD prices for one or more coins (CoinGecko ids, comma-separated).
dns
dns_lookup
Resolve a DNS record (A, AAAA, MX, TXT, NS).
enrich
enrich
One-call domain/company enrichment: DNS A records + certificate transparency names + GLEIF LEI + OFAC SDN + web snapshot, with an aggregate risk_summary. Requires a Bearer key.
fda
fda_lookup
US FDA open data: drug adverse events, drug/food/device recalls, drug labels.
kyb
kyb_screening
Composite counterparty due-diligence: OFAC SDN sanctions screening + GLEIF LEI + SEC EDGAR in one call. Requires a Bearer key.
ofac
ofac_sanctions_search
Search the US Treasury OFAC SDN sanctions list by entity name (KYB/AML screening).
web
web_read
Fetch any public web page and return its main readable content as clean Markdown (nav/ads stripped) for RAG and agent pipelines.
wikipedia
wikipedia_summary
Short summary of a Wikipedia article by title.

Endpoints

URLTransportStateLatencyChecked
https://pyfile-agent.taile3ff35.ts.net:8443/mcp streamable-http answering 423 ms 5 min ago

Alternatives to Pyfile LLM & Data API

same job, measured the same way
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Pay-per-call x402 Wikipedia summaries/search and Wikidata facts, with CC BY-SA attribution.

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SEC filings, Wikipedia, arXiv, US Census and more for AI agents, with every answer source-linked.

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Wikipedia page view trends for any topic over time. Free key at trendsapi.ai

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Check whether a Wikipedia title exists. Title discarded after the call.

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Notion pages, databases and blocks via the REST API, as MCP tools.

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Pyfile LLM & Data API — questions

Answers built from our own checks of this server.

What can Pyfile LLM & Data API do?
It exposes 13 tools, read directly from the server on our last check. Among them: base_gas, brief, chat, crypto_price, dns_lookup, enrich and 7 more. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
Is Pyfile LLM & Data API working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 702 ms. The bar chart above shows every period we have measured.
How do I connect Pyfile LLM & Data API?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does Pyfile LLM & Data API need an API key?
No. Pyfile LLM & Data API completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 13 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is Pyfile LLM & Data API?
It answers our handshake in 702 ms on average, which is faster than 13% of all working MCP servers we measure. That is on the slow side — worth knowing if the tool sits inside an interactive loop. The comparison comes from our own checks across the whole registry, every 15 minutes.
Is Pyfile LLM & Data API open source?
We cannot say either way: written in JavaScript and 0 stars on GitHub, but we could not determine the licence, and without one the code is not open source by default.