{"slug":"fpytloun/mnemory","name":"Mnemory","description":"A self-hosted, secure, feature-rich memory system for AI agents and assistants. Provides intelligent fact extraction and deduplication, with an artifact store for detailed content.","category":"memory","tags":[],"official":false,"stars":136,"transport":"http","install":[{"cmd":"uvx mnemory`,","imports":[]}],"tools":[{"name":"remember","description":"Store a memory from natural language input. Extracts facts, classifies metadata, deduplicates, and resolves contradictions in a single LLM call."},{"name":"recall","description":"Search memories using semantic search with multi-query generation and temporal awareness. Returns relevant memories based on the query."},{"name":"forget","description":"Delete a specific memory by its ID."},{"name":"list_memories","description":"List all memories with optional filters for type, category, importance, or date range."},{"name":"get_memory","description":"Retrieve a specific memory by its ID with full details."},{"name":"update_memory","description":"Update an existing memory's content or metadata."},{"name":"search_memories","description":"Perform semantic search across memories with advanced filtering options."},{"name":"get_memory_stats","description":"Get statistics about stored memories including counts by type, category, and importance."},{"name":"run_health_check","description":"Run a three-phase memory health check (fsck) to detect duplicates, contradictions, quality issues, and prompt injection."},{"name":"fix_memory_issues","description":"Automatically fix issues found during health check, such as merging duplicates or resolving contradictions."},{"name":"store_artifact","description":"Store a detailed artifact (report, code, research document) with metadata for later retrieval."},{"name":"get_artifact","description":"Retrieve a stored artifact by its ID."},{"name":"list_artifacts","description":"List all stored artifacts with optional filters."},{"name":"delete_artifact","description":"Delete a specific artifact by its ID."},{"name":"search_artifacts","description":"Search across artifacts using semantic search."},{"name":"get_memory_graph","description":"Get relationship graph data for memories, showing connections between related memories."}],"env_vars":["OPENAI_API_KEY"],"auth_type":"none","github":"https://github.com/fpytloun/mnemory","homepage":"","server_url":"","status":"active","source":"mcpservers.org","updated_at":"Thu May 28"}