mcp-server-qdrantofficial
A
licenseB
qualityC
maintenanceThis repository is an example of how to create a MCP server for Qdrant, a vector search engine.
2
1,499
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.
AlicenseNot gradedqualityDmaintenanceA Machine Control Protocol (MCP) server that enables storing and retrieving information from a Qdrant vector database with semantic search capabilities.Apache 2.0Why 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.
AlicenseNot gradedqualityCmaintenanceProvides tools for listing and retrieving content from different knowledge bases using semantic search capabilities.1551The UnlicenseWhy 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.
AlicenseNot gradedqualityDmaintenanceA local vector database system that provides LLM coding agents with fast, efficient semantic search capabilities for software projects via the Message Control Protocol.7MITWhy 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.
AlicenseNot gradedqualityAmaintenanceProvides semantic memory and persistent storage for Claude, leveraging ChromaDB and sentence transformers for enhanced search and retrieval capabilities.31,911Apache 2.0Why 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.
AlicenseNot gradedqualityDmaintenanceAn enhanced Model Context Protocol server that enables LLMs to inspect database schemas with rich metadata and execute read-only SQL queries with safety checks.14725MITWhy this server?
Offers a knowledge graph memory system with semantic search, which could be relevant for users wanting to integrate Qdrant with a knowledge graph.
AlicenseBqualityCmaintenanceScalable, high-performance knowledge graph memory system with semantic search, temporal awareness, and advanced relation management.1724426MITWhy this server?
Provides vector database capabilities through Chroma, which is an alternative to Qdrant and could be useful for the user to compare options.
AlicenseAqualityCmaintenanceA Model Context Protocol server providing vector database capabilities through Chroma, enabling semantic document search, metadata filtering, and document management with persistent storage.641MITWhy this server?
A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup. Can be used together with Qdrant.
AlicenseAqualityAmaintenanceA Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup14997MIT