Qdrant MCP server
Run vector search and manage a Qdrant collection. Qdrant's official MCP server gives an assistant semantic and hybrid vector search plus collection management, useful for RAG pipelines and similarity-based retrieval.
Category
DatabasesMaintained by
OfficialProtocol
Model Context ProtocolSource
qdrant/mcp-server-qdrant
DatabasesMaintained by
OfficialProtocol
Model Context ProtocolSource
qdrant/mcp-server-qdrant
Installing Qdrant
We haven't verified a copy-paste config for this one yet. Rather than print a command we aren't sure about, here are the maintainer's own instructions.
Install instructionsWhat it does
Qdrant's official MCP server gives an assistant semantic and hybrid vector search plus collection management, useful for RAG pipelines and similarity-based retrieval.
Like any MCP server, Qdrant plugs into MCP-compatible assistants (such as Claude and other clients) so the model can use it as a tool , no custom integration code required.
Related Databases MCP servers
- PostgreSQLQuery a Postgres database in natural language.
- SupabaseManage your Supabase project from the assistant.
- RedisRead and write a Redis store from the assistant.
- ChromaStore and semantically search embeddings.
- MindsDBQuery many databases as one, in natural language.
- MongoDBQuery and manage MongoDB from the assistant.