{"id":1550,"slug":"rileylemm/graphrag_mcp","name":"GraphRAG","description":"Query a hybrid graph (Neo4j) and vector (Qdrant) database for powerful semantic and graph-based document retrieval.","category":"database","github":"https://github.com/rileylemm/graphrag_mcp","homepage":"","server_url":"","transport":null,"install":null,"tools":[{"name":"search_documentation","description":"Search for information using semantic search"},{"name":"hybrid_search","description":"Search using both semantic and graph-based approaches"}],"env_vars":["QDRANT_HOST","QDRANT_PORT"],"auth_type":"none","official":false,"stars":60,"status":"active","source":"mcpservers.org","created_at":"2026-05-25T07:58:11.875909+00:00","updated_at":"2026-05-25T17:53:59.712153+00:00","tags":[],"path":"graphrag"}