Give Coding Agents Persistent Memory Across Sessions

Local-first long-term memory runtime for AI agents: Markdown files are the source of truth, a rebuildable SQLite/FTS5 index provides ranked path-based recall, and a sleep-time Manage layer consolidates memories. Works via CLI or MCP for Claude Code, Codex and any shell-capable host, with no API key.

AI Agents | Python · agent-memory · long-term-memory

MARM Memory is a local-first MCP server that gives AI coding agents persistent memory in SQLite. It fuses session history, repository code graphs and concept graphs behind 14 MCP tools over HTTP/STDIO, with semantic re-ranking and no cloud dependency.

MCP | Python · mcp-server · agent-memory