search_knowledge

MCP tool from Knowledge Rag by lyonzin

Hybrid semantic + BM25 with cross-encoder rerank

How to use it

search_knowledge is exposed by the Knowledge Rag MCP server. Add the server to your MCP client (Claude Desktop, Cursor, Windsurf and others), and the search_knowledge tool becomes available to the model automatically. See the full listing for setup details and every tool this server provides.

Install Knowledge Rag

$docker run -v $(pwd)/documents:/app/documents -p 8179:8179 ghcr.io/lyonzin/knowledge-rag:latest

FULL KNOWLEDGE RAG LISTING

Other tools in Knowledge Rag (12)

add_document

Index a new document via MCP

add_from_url

Fetch, sanitize, and index a URL

evaluate_retrieval

Measure MRR@5 · Recall@5 · Precision@5

get_document

Retrieve full content of one document