nicholasglazer/gnosis-mcp
MCP Data & StorageZero-config MCP server for searchable documentation. Loads markdown into SQLite (default) or PostgreSQL with FTS5/tsvector keyword search and optional pgvector hybrid semantic search.
Features
- Zero‑config local document indexing with SQLite by default
- Hybrid search combining keyword (BM25) and semantic (local ONNX embeddings)
- Supports Markdown, Git history, web crawls, notebooks, CSV/JSON and more
- Optional cross‑encoder reranking for fine‑tuned relevance
- Built‑in performance evaluation and token‑usage logging
Recent releases
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Install & Platforms
Install via
pip
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