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Lancedb Mcp Server

@lancedbon a year ago
3 MIT
FreeCommunity
AI Systems
A serverless MCP server using LanceDB for data storage and retrieval.

Overview

What is Lancedb Mcp Server

LanceDB MCP server is a basic, serverless MCP server designed to utilize LanceDB for storing and retrieving data. It serves as a reference for developing complex MCP applications with LanceDB.

Use cases

Use cases for the LanceDB MCP server include embedding and storing blog posts for easy retrieval, querying specific documents based on user requests, and managing database table details for better data organization.

How to use

To use the LanceDB MCP server, add the provided configuration to your Claude MCP config file. This includes specifying the command and arguments for running the server and pointing to the directory where your LanceDB data is stored.

Key features

Key features of the LanceDB MCP server include: ingesting documents into LanceDB, retrieving documents through queries, and obtaining details about tables in the database.

Where to use

LanceDB MCP server can be used in various fields such as content management systems, data retrieval applications, and any scenario requiring efficient document storage and access.

Content

LanceDB MCP server

This is a basic, serveless MCP server that uses LanceDB to store and retrieve data. It is intended to be used as a reference for building complex MCP apps with LanceDB.

It provides 3 tools:

  • Ingest docs
  • Retrieve docs
  • Get table details

Installation

Just add the following config to your claude mcp config file:

{
  "mcpServers": {
    "lancedb": {
      "command": "uv",
      "args": [
        "--directory",
        "/Path/to/your/lancedb_mcp",
        "run",
        "/path/to/your/mcp/lancedb_mcp.py"
      ]
    }
  }
}

Ingest docs

Embed your docs and store them into lancedb for retreival. Here’s an example of ingesting an entire blog into lancedb.
Screenshot 2025-04-25 at 12 32 00 PM

Retrieve docs

Query your docs. Here’s an example of querying lancedb for a blog post.
Screenshot 2025-04-25 at 12 34 41 PM

Get table details

Get table details. Here’s an example of getting table details.
Screenshot 2025-04-25 at 12 40 44 PM

Tools

No tools

Comments

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