mcp-server-qdrantofficial
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qualityThis repository is an example of how to create a MCP server for Qdrant, a vector search engine.
Last updated 4 months ago
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1,093
Apache 2.0
Why this server?
This server is specifically designed to create an MCP server for Qdrant, a vector search engine, which directly addresses the user's search query.
Why this server?
This server provides a Machine Control Protocol server that enables storing and retrieving information from a Qdrant vector database, matching the user's need for interacting with Qdrant.
Why this server?
Provides tools for listing and retrieving content from different knowledge bases using semantic search capabilities, which could be useful if the user wants to use Qdrant for semantic search.
Why this server?
A local vector database system that provides fast, efficient semantic search capabilities, which aligns with the functionality of Qdrant as a vector search engine.
Why this server?
Provides semantic memory and persistent storage, leveraging ChromaDB and sentence transformers. Since Qdrant is also a vector database for semantic search, this could be an alternative the user is interested in.
Why this server?
Provides read-only access to MySQL databases, enabling LLMs to inspect database schemas and execute read-only queries. User might be interested in this if they want to use Postgresql as metadata storage for Qdrant.