{"slug":"delorenj/mcp-qdrant-memory","name":"Qdrant Memory","description":"A knowledge graph implementation with semantic search powered by the Qdrant vector database.","category":"database","tags":[],"official":false,"stars":24,"transport":"http","install":null,"tools":[{"name":"search_memories","description":"Search for memories in Qdrant vector database"},{"name":"add_memory","description":"Add a new memory to Qdrant"},{"name":"delete_memory","description":"Delete a memory from Qdrant by ID"},{"name":"update_memory","description":"Update an existing memory in Qdrant"}],"env_vars":["OPENAI_API_KEY","QDRANT_URL","QDRANT_API_KEY"],"auth_type":"none","github":"https://github.com/delorenj/mcp-qdrant-memory","homepage":"","server_url":"","status":"active","source":"mcpservers.org","updated_at":"Thu May 28"}