{"slug":"steveoro/graph_mem","name":"GraphMem","description":"An MCP server for graph-based memory management, enabling AI to create, retrieve, and manage knowledge entities and their relationships.","category":"database","tags":[],"official":false,"stars":0,"transport":"stdio","install":null,"tools":[{"name":"create_entity","description":"Create new entities with auto-dedup check"},{"name":"get_entity","description":"Retrieve entities by ID with observations and relations"},{"name":"update_entity","description":"Modify entity name, type, aliases, description"},{"name":"delete_entity","description":"Remove entities and all associated data"},{"name":"search_entities","description":"Hybrid text + vector semantic search with relevance ranking"},{"name":"list_entities","description":"Paginated listing of all entities"},{"name":"create_observation","description":"Add observations to existing entities"},{"name":"delete_observation","description":"Remove observations"},{"name":"create_relation","description":"Create typed relationships between entities"},{"name":"delete_relation","description":"Remove relationships"},{"name":"find_relations","description":"Find relationships by entity or type"},{"name":"get_subgraph_by_ids","description":"Get connected subgraph of specified entities"},{"name":"search_subgraph","description":"Search across entities and observations with pagination"},{"name":"set_context","description":"Scope subsequent operations to a project"},{"name":"get_context","description":"Check the active project context"},{"name":"clear_context","description":"Remove project scoping"},{"name":"bulk_update","description":"Batch create entities, observations, and relations atomically"},{"name":"suggest_merges","description":"Find potential duplicate entities via vector similarity"},{"name":"get_version","description":"Server version"},{"name":"get_current_time","description":"Server time in ISO 8601"}],"env_vars":["RAILS_MASTER_KEY","OLLAMA_HOST","OLLAMA_URL","DATABASE_URL"],"auth_type":"none","github":"https://github.com/steveoro/graph_mem","homepage":"","server_url":"","status":"active","source":"mcpservers.org","updated_at":"Thu May 28"}