mcp-server-lancedb
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The Model Context Protocol (MCP) is an open protocol that enables seamless integration between LLM applications and external data sources and tools.
The mcp-lance-db is a Model Context Protocol server designed for the LanceDB vector database. It serves as a semantic memory layer, allowing for the storage and retrieval of text with vector embeddings. This server facilitates the addition of new memories and the retrieval of semantically similar memories, making it a valuable tool for applications requiring contextual memory storage and retrieval.
Features
- Semantic Memory Storage: Allows storing text with vector embeddings for later retrieval.
- Memory Addition: Provides a tool to add new memories to the vector database.
- Semantic Search: Retrieves semantically similar memories based on a query.
- Configurable Database: Uses a specified database path, collection name, and embedding provider.
- Debugging Support: Offers tools like MCP Inspector for debugging MCP servers.