Knowledge Management · Search Tools

LanceDB logo

LanceDB

adiom-data/lance-mcp

A Model Context Protocol (MCP) server that enables LLMs to interact directly the documents that they have on-disk through agentic RAG and hybrid search in LanceDB. Ask LLMs questions about the dataset as a whole or about specific documents.

Install

npx lance-mcp PATH_TO_LOCAL_INDEX_DIR

Client configuration

{
  "mcpServers": {
    "lancedb": {
      "command": "npx",
      "args": [
        "lance-mcp",
        "PATH_TO_LOCAL_INDEX_DIR"
      ]
    }
  }
}
GitHub stars
52
Category
Knowledge Management, Search Tools
License
MIT
Updated
Oct 6, 2026

Features

  • LanceDB-powered serverless vector index and document summary catalog.

  • Efficient use of LLM tokens. The LLM itself looks up what it needs when it needs.

  • Security. The index is stored locally so no data is transferred to the Cloud when using a local LLM.

Tools (3)

  • catalog_search

    Search for relevant documents in the catalog

  • chunks_search

    Find relevant chunks based on a specific document from the catalog

  • all_chunks_search

    Find relevant chunks from all known documents

Details on this page are taken from the project's README. Open README

Supported clients

Clients mentioned in this server's README:

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