mcp-lance-db: A LanceDB MCP server

what is mcp-lance-db?

mcp-lance-db is a Model Context Protocol (MCP) server designed for LanceDB, an embedded vector database that facilitates the integration of LLM applications with external data sources and tools.

how to use mcp-lance-db?

To use mcp-lance-db, configure your environment to point to the LanceDB database and run the server using the provided command. You can add memories and search for semantically similar memories through the implemented tools.

key features of mcp-lance-db?

• Adds and retrieves memories with vector embeddings.
• Implements two main tools: add-memory and search-memories.
• Configurable database path and collection name.

use cases of mcp-lance-db?

1. Storing and retrieving contextual information for AI applications.
2. Enhancing chat interfaces with memory capabilities.
3. Building custom AI workflows that require semantic memory.

FAQ from mcp-lance-db?

• What is the Model Context Protocol (MCP)?

MCP is an open protocol that allows seamless integration between LLM applications and external data sources.

• How do I configure the server?

You need to set the database path and collection name in the server configuration.

• Can I use mcp-lance-db for any type of data?

Yes, as long as the data can be represented in text format and has vector embeddings.