exe-agent-memory

Persistent memory for Claude Code agents.

Every tool call is captured, encrypted, and searchable across sessions. Your agent remembers what it built, what broke, and what worked.

Install

npx exe-agent-memory --global

One command. Downloads the search model (~397MB, runs locally), registers the MCP server, sets up hooks. Restart Claude Code to activate.

What happens

Your agent gets 6 new tools:

• recall_my_memory — search your past work ("how did I fix that auth bug?")
• store_memory — explicitly save something worth remembering
• store_behavior — save a pattern or correction that persists ("always use snake_case in this repo")
• ask_team_memory — search another agent's memories
• list_behaviors — see active behavioral rules
• get_session_context — replay what happened in a specific session

Memories are captured automatically from every Bash, Read, Write, Edit, and Grep call. No manual work needed.

How it works

• Storage: SQLCipher (encrypted SQLite) on your machine
• Search: Hybrid BM25 + vector similarity via Jina Embeddings v5
• Privacy: Everything stays local. No data leaves your device.

License

MIT