Goldentrii/AgentRecall-MCP

287 stars · Last commit 2026-05-26

Persistent, correction-driven memory for AI agents. Cross-session, cross-platform (Claude Code, Codex, Gemini — any MCP client). Learns from mistakes, compresses context to save tokens, consolidates knowledge overnight. npm: agent-recall-mcp

README preview

<h1 align="center">AgentRecall</h1>

<p align="center"><strong>Your agent doesn't just remember. It learns how you think.</strong></p>
<p align="center">Every correction saved is a mistake never repeated. Every insight compounded is tokens never wasted rebuilding context.</p>
<p align="center">Persistent, compounding memory + automatic correction capture. MCP server + SDK + CLI.</p>

<p align="center">
  <a href="https://t.me/+ywZwoHrg3AM0NDVi"><img src="https://img.shields.io/badge/Telegram-Community-2CA5E0?style=flat-square&logo=telegram" alt="Telegram Community"></a>
  <a href="https://www.npmjs.com/package/agent-recall-mcp"><img src="https://img.shields.io/npm/v/agent-recall-mcp?style=flat-square&label=MCP&color=5D34F2" alt="MCP npm"></a>
  <a href="https://www.npmjs.com/package/agent-recall-sdk"><img src="https://img.shields.io/npm/v/agent-recall-sdk?style=flat-square&label=SDK&color=0EA5E9" alt="SDK npm"></a>
  <a href="https://www.npmjs.com/package/agent-recall-cli"><img src="https://img.shields.io/npm/v/agent-recall-cli?style=flat-square&label=CLI&color=10B981" alt="CLI npm"></a>
  <a href="https://github.com/Goldentrii/AgentRecall/blob/main/LICENSE"><img src="https://img.shields.io/badge/license-MIT-brightgreen?style=flat-square" alt="License"></a>
  <a href="https://lobehub.com/mcp/goldentrii-agentrecall"><img src="https://lobehub.com/badge/mcp/goldentrii-agentrecall" alt="MCP Badge"></a>
  <img src="https://img.shields.io/badge/MCP-10_tools-orange?style=flat-square" alt="Tools">
  <img src="https://img.shields.io/badge/cloud-zero-blue?style=flat-square" alt="Zero Cloud">
  <img src="https://img.shields.io/badge/Obsidian-compatible-7C3AED?style=flat-square" alt="Obsidian">
  <img src="https://img.shields.io/badge/digest_cache-83%25_token_savings-FF6B6B?style=flat-square" alt="Digest cache savings">
  <img src="https://img.shields.io/badge/saves_up_to-57%25_tokens-FF6B6B?style=flat-square" alt="Token savings">
  <img src="https://img.shields.io/badge/break--even-3--4_sessions-22C55E?style=flat-square" alt="Break-even">
  <img src="https://img.shields.io/badge/scoring-RRF_(Cormack_2009)-7C3AED?style=flat-square" alt="RRF scoring">

View full repository on GitHub →