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Lancedb MCP Server
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Lancedb MCP Server

A serverless MCP service based on LanceDB, providing document storage, retrieval, and table information query functions
DatabaseKnowledge management and memory#Document Storage#Vector Retrieval#Table Management.Python
2 points
7.0K
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Overview

Content Details

Alternatives

What is the LanceDB MCP Server?

The LanceDB MCP Server is a lightweight, serverless solution that leverages LanceDB's vector database capabilities to efficiently store and retrieve documents. It serves as the foundation for building more complex Model Context Protocol (MCP) applications.

How to use the LanceDB MCP Server?

Simply configure it in the Claude MCP configuration file and use its three main tools: document ingestion, document retrieval, and table information viewing.

Application Scenarios

Suitable for applications that require semantic search functionality for document storage, such as blog archives, knowledge bases, or content management systems.

Key Features

Document Ingestion
Supports input of documents in multiple formats, including text, images, and structured data.
Efficient Retrieval
Utilizes LanceDB's vector database technology to achieve fast and accurate document retrieval.
Scalability
As a reference implementation, it can be easily extended to add custom features and integrate other services.

How to Use

Install the Server
Download the code from the GitHub repository and install the dependencies.
Configure Settings
Edit the configuration file to specify LanceDB connection information and other parameters.
Start the Service
Run the startup script to start the server listening for requests.

Usage Examples

Document Storage and Retrieval
Store a text file in LanceDB and retrieve relevant results.
Extended Function Integration
Add custom modules to implement specific business logic.
What is the MCP protocol?
Do I need to manage the LanceDB database separately?
Can I extend this server to add custom features?

Related Resources

LanceDB Documentation
Official documentation for the LanceDB vector database.
MCP Protocol Reference
Detailed information about the Model Context Protocol.

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

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