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Fabio Akita avatar

ai-memory

Shared long-term memory and handoffs across AI coding agents

  • AI coding agents
  • Agent frameworks and tools
View on GitHub

What it is

A Rust server and CLI that records what coding agents do through lifecycle hooks and MCP, consolidates it into a git-backed wiki of plain markdown pages, and feeds a short brief to the next session. When you quit one agent such as Claude Code and start another such as Codex or Cursor, the new one receives a handoff covering where work stopped, what failed, and what is open. Developers who switch between agents, machines, or teammates run it on a laptop or a shared server, with full-text search, memory decay, and multi-user auth working without any LLM calls.

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Facts

Stars
11,807 GitHub stars.
11,807

Forks
839
Commits
4,115
Contributors
152
Language
Rust
License
MIT
Last commit
Oct 19, 2026
On GitHub since
May 2026
First release
May 2026
Platforms
macOS, Linux, CLI, self-hosted
Self-hostable
Yes
Author
Fabio Akita
Tags
  • coding-agent
  • mcp-server
  • markdown
  • ai-memory
  • context-engineering
  • knowledge-base

Last synced from GitHub on Oct 20, 2026

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What people are saying

Updated Oct 21, 2026
  • Bluesky“5 free coding resources 👇 - Open-source AI coding memory clianything.cc - Open-source AI agent CLIs sevalla.com - PHP, JavaScript, Go, Python full-stack…”Oct 19, 2026 · 2 likes · 1 reply (opens Bluesky in a new tab)
  • Bluesky“Quit Claude Code mid-task and switch tools: ai-memory preserves context so you don't have to re-explain your architecture.”Oct 11, 2026 · 0 likes · 2 replies (opens Bluesky in a new tab)
  • Bluesky“akitaonrails / ai-memory: Solution for long term memory for agent coding CLIs and to facilitate handoff between different agent vendors ★8493”Sep 28, 2026 · 2 likes · 0 replies (opens Bluesky in a new tab)
  • Bluesky“ai-memory stores coding-agent memory as a git-backed markdown wiki shared by 20-plus harnesses, including Claude Code, Codex, and Cursor, with typed handoffs…”Sep 16, 2026 · 0 likes · 1 reply (opens Bluesky in a new tab)
  • Bluesky“A GitHub project well worth your time on: persistent memory for AI coding agents across tools. See link below. #GitHub #AI #DevTools”Aug 25, 2026 · 0 likes · 0 replies (opens Bluesky in a new tab)