Pyfile LLM & Data API MCP Server

by pyfile-toolkit Your server? Claim it

answering

Pyfile LLM & Data API is answering right now. Last checked 8 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 9 days of history · worst day 40%

9 days agonow

39.1%

Uptime 24h

36 of 92 checks

Tools

read from the server

1041 ms

Response time

average over 24h

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 does not always answer

Over the last week it answered 88.9% of our checks. We check every 15 minutes, so you hear about the next outage within the hour — not from your users.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 8 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add pyfile-llm --transport http https://pyfile-agent.taile3ff35.ts.net:8443/mcp

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "pyfile-llm": {
      "url": "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

{
  "mcpServers": {
    "pyfile-llm": {
      "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

URL	Transport	State	Latency	Checked
https://pyfile-agent.taile3ff35.ts.net:8443/mcp	streamable-http	answering	575 ms	8 min ago

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Wikipedia Trends MCP

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Wikipedia page views over time, with growth for any article topic. Free key at trendsmcp.ai

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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 36 of 92 checks got a reply (39.1%), average response time 1041 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 with the file path 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 1041 ms on average, which is faster than 8% 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.