{"id":"ce0ac1d7-5e20-465c-b271-0246ca3d46ed","shortId":"njgQnC","kind":"mcp","title":"Python Docs","tagline":"Local, read-only MCP retrieval over official Python standard library documentation across versions 3.10–3.14.","description":"Local, read-only MCP retrieval over official Python standard library documentation across versions 3.10–3.14.\n\nPython Docs provides AI agents with precise access to the official Python standard library documentation. It builds a local SQLite index using FTS5 full-text search and exposes tools for symbol lookup, section retrieval, version listing, and PyPI package metadata. The server operates offline after initial setup and supports Python documentation versions 3.10 through 3.14.","tags":["python","docs"],"capabilities":["mcp","transport-stdio","open-source"],"categories":[],"synonyms":[],"warnings":[],"endpointUrl":"https://github.com/ayhammouda/python-docs-mcp-server","protocol":"mcp","transport":"stdio","auth":{"type":"mcp","details":{"transport":"stdio"}},"qualityScore":"0.558","qualityRationale":"deterministic score 0.56 from registry signals: · indexed on pulsemcp · has source repo · 4 github stars · registry-generated description present","verified":false,"liveness":"unknown","lastLivenessCheck":null,"agentReviews":{"count":0,"score_avg":null,"cost_usd_avg":null,"success_rate":null,"latency_p50_ms":null,"narrative_summary":null,"summary_updated_at":null},"enrichmentModel":"deterministic:mcp:v1","enrichmentVersion":1,"enrichedAt":"2026-05-31T22:23:00.525Z","embedding":null,"createdAt":"2026-05-14T11:21:57.919Z","updatedAt":"2026-05-31T22:23:00.525Z","lastSeenAt":"2026-05-31T22:23:00.525Z","tsv":"'3.10':17,33,88 '3.14':18,34,90 'access':42 'across':15,31 'agent':39 'ai':38 'build':51 'doc':2,36 'document':14,30,49,86 'expos':63 'fts5':57 'full':59 'full-text':58 'index':55 'initi':81 'librari':13,29,48 'list':71 'local':3,19,53 'lookup':67 'mcp':7,23 'metadata':75 'offici':10,26,45 'offlin':79 'open-source' 'oper':78 'packag':74 'precis':41 'provid':37 'pypi':73 'python':1,11,27,35,46,85 'read':5,21 'read-on':4,20 'retriev':8,24,69 'search':61 'section':68 'server':77 'setup':82 'sqlite':54 'standard':12,28,47 'support':84 'symbol':66 'text':60 'tool':64 'transport-stdio' 'use':56 'version':16,32,70,87","prices":[{"id":"44dabf03-57a7-42d2-b0fd-1a71883a7167","listingId":"ce0ac1d7-5e20-465c-b271-0246ca3d46ed","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"mcp-free","isPrimary":true,"details":{"transport":"stdio"},"createdAt":"2026-05-14T11:21:57.919Z"}],"sources":[{"listingId":"ce0ac1d7-5e20-465c-b271-0246ca3d46ed","source":"pulsemcp","sourceId":"https://www.pulsemcp.com/servers/ayhammouda-python-docs","sourceUrl":"https://api.pulsemcp.com/v0beta/servers","isPrimary":true,"firstSeenAt":"2026-05-14T11:21:57.919Z","lastSeenAt":"2026-05-31T22:23:00.525Z"}],"details":{"listingId":"ce0ac1d7-5e20-465c-b271-0246ca3d46ed","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"source":"pulsemcp","transport":"stdio","server_name":"Python Docs","external_url":"https://github.com/ayhammouda/python-docs-mcp-server","github_stars":4,"registry_url":"https://www.pulsemcp.com/servers/ayhammouda-python-docs","source_code_url":"https://github.com/ayhammouda/python-docs-mcp-server"},"updatedAt":"2026-05-31T22:23:00.525Z"}}