lance-mcp

3.5

databases ai_chatbot

If you are the rightful owner of lance-mcp and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.

A Model Context Protocol (MCP) server that enables LLMs to interact directly with documents on-disk through agentic RAG and hybrid search in LanceDB.

The LanceDB MCP Server for LLMs is a powerful tool that allows language models to directly interact with documents stored on disk. By leveraging agentic retrieval-augmented generation (RAG) and hybrid search capabilities, this server facilitates efficient querying and document interaction. It is designed to work seamlessly with local LLMs, ensuring data security by keeping the index stored locally. The server is powered by LanceDB, which provides a serverless vector index and document summary catalog, optimizing the use of LLM tokens by allowing the model to access information as needed. This setup is particularly beneficial for applications requiring secure, efficient, and direct access to document data.

Features

LanceDB-powered serverless vector index and document summary catalog.
Efficient use of LLM tokens with on-demand information retrieval.
Enhanced security with local data storage, preventing cloud data transfer.

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