LanceDB MCP Server
Overview
A Model Context Protocol (MCP) server implementation for LanceDB vector database operations. This server enables efficient vector storage, similarity search, and management of vector embeddings with associated metadata.
Components
Resources
The server exposes vector database tables as resources:
table://{name}
: A vector database table that stores embeddings and metadata- Configurable vector dimensions
- Text metadata support
- Efficient similarity search capabilities
API Endpoints
Table Management
POST /table
- Create a new vector table
- Input:
Vector Operations
POST /table/{table_name}/vector
- Add vector data to a table
- Input:
POST /table/{table_name}/search
- Search for similar vectors
- Input:
Installation
Usage with Claude Desktop
Development
Environment Variables
LANCEDB_URI
: Path to LanceDB storage (default: ".lancedb")
License
This project is licensed under the MIT License. See the LICENSE file for details.
This server cannot be installed
hybrid server
The server is able to function both locally and remotely, depending on the configuration or use case.
Enables efficient vector database operations for embedding storage and similarity search through a Model Context Protocol interface.
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