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Search / io.github.pyfile-toolkit/pyfile-llm

Pyfile LLM & Data API

R0· no sign-in

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

v1.0.0 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality79good
Trust93of 100
Uptime, 30 days95%
Latency p50862 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "pyfile-llm": {
      "type": "http",
      "url": "https://pyfile-agent.taile3ff35.ts.net:8443/mcp"
    }
  }
}
claude mcp add --transport http pyfile-llm https://pyfile-agent.taile3ff35.ts.net:8443/mcp
[mcp_servers.pyfile-llm]
url = "https://pyfile-agent.taile3ff35.ts.net:8443/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "pyfile-llm": {
      "type": "remote",
      "url": "https://pyfile-agent.taile3ff35.ts.net:8443/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "pyfile-llm": {
      "type": "http",
      "url": "https://pyfile-agent.taile3ff35.ts.net:8443/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=pyfile-llm&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vcHlmaWxlLWFnZW50LnRhaWxlM2ZmMzUudHMubmV0Ojg0NDMvbWNwIn0%3D"
}
{
  "servers": {
    "pyfile-llm": {
      "type": "http",
      "url": "https://pyfile-agent.taile3ff35.ts.net:8443/mcp"
    }
  }
}
{
  "mcpServers": {
    "pyfile-llm": {
      "httpUrl": "https://pyfile-agent.taile3ff35.ts.net:8443/mcp"
    }
  }
}
extensions:
  "pyfile-llm":
    enabled: true
    name: "pyfile-llm"
    type: streamable_http
    uri: "https://pyfile-agent.taile3ff35.ts.net:8443/mcp"
    timeout: 300

Quality 79 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene71 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • fail
    tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: dns_lookup (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); crypto_price (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); web_read (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
  • pass
    tools.token_costabout 1,072 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

13 tools, about 1,072 tokens to load them all · tool set 8d17739e96ab · checked 2026-10-20 01:29 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 93 / 100

provenance90
liveness98
freshness85
hygiene100

+repository +namespace-matches-repo +website +reachable +uptime-95% ~updated-40d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://pyfile-agent.taile3ff35.ts.net:8443/mcp streamable-httpnoneyes95%862 ms2025-11-252026-10-19

Tools (13)

base_gasCurrent Base L2 gas price in wei and gwei.
briefComposite 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.
chatAsk an LLM a question. Returns a text completion.
crypto_priceCurrent USD prices for one or more coins (CoinGecko ids, comma-separated).
dns_lookupResolve a DNS record (A, AAAA, MX, TXT, NS).
enrichOne-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.
fair_drawProvably-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_pickProvably-fair selection of one winner from a list of candidates. For bounties with a single prize.
fda_lookupUS FDA open data: drug adverse events, drug/food/device recalls, drug labels.
kyb_screeningComposite counterparty due-diligence: OFAC SDN sanctions screening + GLEIF LEI + SEC EDGAR in one call. Requires a Bearer key.
ofac_sanctions_searchSearch the US Treasury OFAC SDN sanctions list by entity name (KYB/AML screening).
web_readFetch any public web page and return its main readable content as clean Markdown (nav/ads stripped) for RAG and agent pipelines.
wikipedia_summaryShort summary of a Wikipedia article by title.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "io.github.pyfile-toolkit/pyfile-llm",
  "title": "Pyfile LLM & Data API",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://pyfile-agent.taile3ff35.ts.net:8443/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "repository": {
    "id": "1361907973",
    "url": "https://github.com/pyfile-toolkit/l402-llm-mcp",
    "source": "github"
  },
  "websiteUrl": "https://github.com/pyfile-toolkit/nano-llm-api",
  "description": "Pay-per-call LLM chat plus data tools: DNS, crypto, Base gas, Wikipedia. x402 USDC or Lightning."
}