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Pyfile LLM & Data API

by io.github.pyfile-toolkit
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Server Details

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

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
pyfile-toolkit/l402-llm-mcp
GitHub Stars
0
ChatGPT
–
Claude
–

TDQS

B3.4/5.0

Scored across 13 tools

Disambiguation3/5

Several tools overlap: brief/chat are both LLM calls, ofac_sanctions_search is a primitive duplicated inside both kyb_screening and enrich, dns_lookup duplicates part of enrich, and fair_draw/fair_pick serve near-identical purposes. Descriptions do clarify boundaries somewhat, but an agent could reasonably misselect among the composite-versus-primitive tools.

Naming Consistency4/5

Most tools use a predictable snake_case noun or noun_verb pattern (crypto_price, dns_lookup, web_read, ofac_sanctions_search) and fair_draw/fair_pick are nicely parallel. A few single-word names (brief, chat, enrich) break the pattern but remain readable, so only a minor deviation.

Tool Count4/5

13 tools is a healthy, well-scoped count for a general-purpose LLM/data API, with no obvious bloat. The set is a broad grab-bag rather than a deep single domain, but each tool corresponds to a distinct data source or capability.

Completeness3/5

Coverage is broad but shallow across many unrelated domains (crypto, DNS, FDA, sanctions, web, LLM, provenance), so each vertical is thinly served—e.g. only spot crypto prices or a single fair-seed flow. There are no glaring lifecycle dead ends, but the surface is a loose collection rather than a complete toolkit for any one purpose.

Available Tools

13 tools
base_gasAInspect

Current Base L2 gas price in wei and gwei.

Inputs: no named parameters.

briefAInspect

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.

Inputs: focus, topic.

chatAInspect

Ask an LLM a question. Returns a text completion.

Inputs: prompt (required), model.

crypto_priceAInspect

Current USD prices for one or more coins (CoinGecko ids, comma-separated).

Inputs: ids.

dns_lookupAInspect

Resolve a DNS record (A, AAAA, MX, TXT, NS).

Inputs: name (required), type.

enrichAInspect

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.

Inputs: name, domain.

fair_drawAInspect

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.

Inputs: max, min, nonce, round, +1 more.

fair_pickBInspect

Provably-fair selection of one winner from a list of candidates. For bounties with a single prize.

Inputs: candidates (required), nonce, round, client_seed.

fda_lookupCInspect

US FDA open data: drug adverse events, drug/food/device recalls, drug labels.

Inputs: q, kind, limit.

kyb_screeningAInspect

Composite counterparty due-diligence: OFAC SDN sanctions screening + GLEIF LEI + SEC EDGAR in one call. Requires a Bearer key.

Inputs: name (required).

ofac_sanctions_searchBInspect

Search the US Treasury OFAC SDN sanctions list by entity name (KYB/AML screening).

Inputs: q (required), limit.

web_readAInspect

Fetch any public web page and return its main readable content as clean Markdown (nav/ads stripped) for RAG and agent pipelines.

Inputs: url (required), max_chars.

wikipedia_summaryBInspect

Short summary of a Wikipedia article by title.

Inputs: title (required).

Tool Schema Changelog

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