Mengram AI: Auto-Memory Tool for Claude Code Sessions

What Mengram AI Does

Mengram AI solves the problem of Claude Code sessions starting from zero by automatically maintaining context between sessions. Instead of manually maintaining CLAUDE.md files, this tool handles memory automatically through hooks that fire during the session lifecycle.

Setup and Commands

Installation requires two commands:

pip install mengram-ai
mengram setup

Once installed, you can check status or uninstall with:

• mengram hook status — see what's installed
• mengram hook uninstall — remove everything cleanly

How It Works

The tool operates through three automatic phases:

• Session start — loads your cognitive profile (who you are, your stack, preferences)
• Every prompt — searches past sessions for relevant context and injects it
• After response — saves new knowledge in the background

No manual saves or tool calls are required.

Memory Types

Mengram stores three types of memory:

• Semantic — facts like "uses Python 3.12, deploys to Railway"
• Episodic — events like "migration failed yesterday, fixed by adding pre-deploy check"
• Procedural — workflows that update themselves when something fails

Procedural Memory Evolution

The procedural memory automatically evolves based on failures. For example, a deployment workflow might progress through versions:

v1: build → push → deploy
v2: build → run migrations → push → deploy
v3: build → run migrations → check memory → push → deploy

When Claude helps with deployment next time, it already knows the latest version (v3 in this example).

Technical Details

The tool is open source under Apache 2.0 license. It works with Claude Code and includes an MCP server for Claude Desktop, Cursor, and Windsurf.