{"repo":"nicholasglazer/gnosis-mcp","free":true,"listed":false,"github":"https://github.com/nicholasglazer/gnosis-mcp","clone":"git clone https://github.com/nicholasglazer/gnosis-mcp.git","description":"Zero-config MCP server for searchable documentation (SQLite default, PostgreSQL optional)","language":"Python","stars":27,"topics":["ai","developer-tools","documentation","knowledge-base","llm","mcp","mcp-server","model-context-protocol","pgvector","postgresql"],"license":"MIT","category":"mcp-servers","readme_excerpt":"Gnosis MCP Stop pasting files into context. Your AI agent searches your local docs instead. 5–10× fewer tokens per lookup. 92 % Hit@5 on real dev docs. Zero cloud dependencies. Quick Start · Git History · Web Crawl · Backends · Editors · Tools · Embeddings · Full Reference Ingest docs → Search with highlights → Stats overview → Serve to AI agents --- Without a docs server - LLMs hallucinate API signatures that don't exist - Entire files dumped into context — 3,000–15,000 tokens per doc - Architecture decisions buried across dozens of files - Every repeated lookup pays full context cost With Gnosis MCP - search docs returns ranked, highlighted excerpts — typically 300–800 tokens - Real answers grounded in your actual docs, not guesses from training data - One local index across hundreds of files — instant multi-doc search - 5–10× token savings per lookup when your corpus covers the question --- What makes gnosis-mcp different - Your data stays on your machine. SQLite by default, PostgreSQL at scale — nothing leaves the host. - Index anything that's docs-shaped. Markdown, git commit history, crawled websites — one index, one search API. - Measured, not marketed. Ships BEIR SciFact numbers (0.671 nDCG@10 — within 1 % of the Lucene BM25 baseline), a reproducible eval harness ( gnosis-mcp eval ), and a chunk-size sweep showing where the quality plateau actually sits. Full side-by-side vs Context7 / docs-mcp-server / m","default_branch":null,"files":null,"tree":[],"storefront":"/r/nicholasglazer","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/nicholasglazer/gnosis-mcp/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}