gnosis-mcp
Active·★ 29·MIT·Updated 2026-10-15
Gnosis MCP ingests documentation from local files, git history, and web crawls, making them searchable via MCP tools with hybrid keyword and semantic search. It supports SQLite and PostgreSQL backends, integrates with editors like Claude Code and VS Code, and requires zero configuration to start.
#ai#claude#developer-tools#documentation#knowledge-base#llm#mcp#mcp-server
01
Features
01Zero config — SQLite by default, pip install and go
02Hybrid search — keyword (BM25) + semantic (local ONNX embeddings)
03Git history ingestion — search commit messages as context
04Web crawl — ingest docs from any website
05Multi-format support — .md, .txt, .ipynb, .toml, .csv, .json, etc.
02
Compatibility
Claude Code
Claude Code
Verified via docs
Cursor
Cursor
Verified via docs
Windsurf
Windsurf
Verified via docs
JetBrains
JetBrains
Verified via docs
Cline
Cline
Verified via docs
VS Code
VS Code
Verified via docs
03
Quick start
1
$ pip install gnosis-mcp
2
$ gnosis-mcp ingest ./docs/
3
$ gnosis-mcp serve
04
Use cases
↳AI agents query documentation to avoid hallucinations and get precise answers.
↳Developers onboard new teams by ingesting project docs and git history to answer codebase questions instantly.
↳Maintain up-to-date documentation index by automatically crawling documentation websites.
05
Alternatives
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git-mcp-server★ 242
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mcp-gateway★ 84
Universal MCP Gateway - Single-port multiplexing with Meta-MCP for ~95% context token savings
mcp-claude-spotify★ 53
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