{"slug":"alibaizhanov/mengram","name":"Mengram","description":"Human-like memory layer for AI agents with semantic, episodic, and procedural memory types, cognitive profiling, knowledge graph, and 12 MCP tools.","category":"cloud-service","tags":[],"official":false,"stars":171,"transport":"http","install":[{"cmd":"pip install mengram-ai","imports":[]}],"tools":[{"name":"add","description":"Add a conversation or text to memory, auto-extracting facts, events, and workflows"},{"name":"search","description":"Search for facts in semantic memory"},{"name":"ask","description":"Ask a question and get a synthesized answer with citations from memory"},{"name":"episodes","description":"Retrieve episodic memories (events, decisions) matching a query"},{"name":"procedures","description":"Retrieve procedural memories (workflows) that evolve from failures"},{"name":"search_all","description":"Search across all 3 memory types (semantic, episodic, procedural) at once"}],"env_vars":["MENGRAM_API_KEY"],"auth_type":"none","github":"https://github.com/alibaizhanov/mengram","homepage":"","server_url":"","status":"active","source":"mcpservers.org","updated_at":"Thu May 28"}