{"id":5095,"slug":"qdrant/mcp-server-qdrant","name":"Qdrant","description":"Implement semantic memory layer on top of the Qdrant vector search engine","category":"database","github":"https://github.com/qdrant/mcp-server-qdrant/","homepage":"","server_url":"","transport":"stdio","install":[{"cmd":"npx @smithery/cli","imports":[]}],"tools":[{"name":"qdrant-store","description":"Store some information in the Qdrant database"},{"name":"qdrant-find","description":"Retrieve relevant information from the Qdrant database"}],"env_vars":["QDRANT_URL","QDRANT_API_KEY","FASTMCP_SERVER_HOST","FASTMCP_SERVER_PORT"],"auth_type":"none","official":true,"stars":1415,"status":"active","source":"mcpservers.org","created_at":"2026-05-25T12:06:07.801591+00:00","updated_at":"2026-05-28T09:50:45.938415+00:00","tags":[],"path":"qdrant"}