Mengram

httpnone★ 171cloud-service

Human-like memory layer for AI agents with semantic, episodic, and procedural memory types, cognitive profiling, knowledge graph, and 12 MCP tools.

Install

How to run this server

[ { "cmd": "pip install mengram-ai", "imports": [] } ]

server path: mengram

Tools

What this server exposes

add

Add a conversation or text to memory, auto-extracting facts, events, and workflows

Search for facts in semantic memory

ask

Ask a question and get a synthesized answer with citations from memory

episodes

Retrieve episodic memories (events, decisions) matching a query

procedures

Retrieve procedural memories (workflows) that evolve from failures

search_all

Search across all 3 memory types (semantic, episodic, procedural) at once

Configuration

Environment & auth

authnone

envMENGRAM_API_KEY

Resources