agent-memory

Open source AI agent memory library · MCP v3.2 · MIT License

MCP v3.2 100% Free MIT License JSON / SQLite / Redis TTL Expiration AES Encryption
Star on GitHub · 0 stars (just launched)

Quick Install

pip install agent-memory
python -m agent_memory.mcp_server
# MCP server running. Connect to Cursor, Claude Code, OpenClaw.

Documentation & Pages

📊
Comparison
agent-memory vs Mem0 vs Letta vs Zep — feature matrix, pricing, memory footprint
Popular
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Benchmark 2026 New
LoCoMo scores: Mem0, Zep, Letta, Hindsight, SuperLocalMemory. Real benchmark data, March 2026.
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Claude HUD New
Claude Code observability: context tracking, active agents, tool calls. GitHub Trending.
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GDPR Compliance New
AI agent memory GDPR/AI Act compliance. Local-first = Article 30 by architecture. August 2026 deadline.
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Memory TTL New
Auto-expire stale AI agent memory. Google Vertex AI + Reddit confirmed: TTL is the standard solution.
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Memory Encryption New
AES-256 encrypted AI agent memory. Compare omega-memory, agent-memory. macOS Keychain vs raw key.
🎮
Windsurf Memory New
Give Windsurf Cascade AI persistent project memory. Compare cascade-memory-bank and agent-memory.
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Cline Memory New
Give Cline VS Code persistent memory. 5M+ users. MCP Memory Bank + agent-memory.
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Self-Hosted Platform New
Memoh, LocalAGI, agent-memory. Containerized, always-on, privacy-first. No cloud.
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MCP Memory Keeper New
mcp-memory-keeper and memory-mcp for Claude Code, Cursor, Cline. MIT MCP servers.
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Mem0 vs LangMem New
Mem0, LangMem, Memori compared. LoCoMo benchmark. 8 frameworks. Vectorize.io 3 weeks ago.
Context Window Overflow New
Claude Code Issue #34556: no memory between compactions. Fix with external memory layer.
🎊
Vibe Coding + AI Memory New
m3swizz/vibe-brain: persistent memory for vibe coding. Works with Claude, Cursor, Windsurf.
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Memory Privacy & GDPR New
AES-256 encryption, local-first, GDPR. Only agent-memory encrypts at rest by default.
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Agent Memory Handoff New
ReMe, MemOS, Memori: multi-agent context handoff. 5 new GitHub repos. 20 hours ago.
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Memory Benchmark New
LoCoMo, MemoryAgentBench (ICLR 2026), Locomo-Plus. How AI agent memory is evaluated.
💰
Token Cost Optimization New
Cut AI agent token costs by 97%. claw-compactor, mcp-compressor, context compression.
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Agentic Pipeline Memory New
Persistent state for LangGraph, CrewAI, AutoGen. Memori, engram. GitHub Copilot approach.
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Knowledge Graph Memory New
MAGMA, Memora MCP, knowledge graphs vs vector stores. arXiv Jan 2026 paper.
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OpenHands Memory New
OpenHands: 65K stars but no memory. Issue #5726: 'How to resume saved session?'
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Database Schema Memory New
beads (14 hours old): Dolt-powered SQL memory for coding agents. Never re-explain your schema.
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24/7 Autonomous Memory New
Mem2ActBench: Does your autonomous agent use its memory? 24/7 proactive agents.
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OpenClaw Memory Plugins New
MemOS, Memori, ClawMem, engram. MCP Market. Claude Code, Cursor, Cline plugins.
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Agent Evaluation Benchmark New
MemoryAgentBench ICLR 2026. Letta Evals. 8 frameworks compared.
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Privacy & Security Memory New
OWASP Top 10 for Agentic Apps. Microsoft AGT. AES-256 encrypted agent memory.
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Context Management New
Mastra observational memory 10x cost cut. Google ADK tiered context. Agentic RAG.
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MCP Memory Server New
doobidoo/mcp-memory-service: 5ms retrieval. Hindsight. Top 8 MCP servers. Linux Foundation.
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Live Demo
Interactive demo — try all MCP tools in your browser
OpenMemory vs agent-memory
Head-to-head: Mem0 OpenMemory MCP vs agent-memory. API key? Cloud?
New
🤖
Cursor Memory
Give Cursor persistent memory. No more re-explaining your codebase.
New
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MCP Server Guide
What is an MCP memory server? Full feature breakdown + Python API
New
🦁
For OpenClaw Agents
OpenClaw has 250K stars. Now give your OpenClaw agents memory.
🧩
Claude Code Memory
Claude Code forgets at /compact. Here's how to give it persistent memory.
💻
VS Code AI Memory New
5 best VS Code extensions for persistent AI context. Copilot, Cursor, Claude.
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Local-First AI Guide
No API key required. Your data stays on your machine. Compare local-first tools.
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AI Agent Security
OWASP, Sage, New America — securing AI agent memory with encryption and TTL.
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AI Coding Agent Comparison
12 AI coding agents compared. Only one has MIT + AES-256 + 100% local.
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Best AI Memory Frameworks
9 frameworks compared. MachineLearningMastery + Vectorize.io validated.
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Self-Hosted MCP New
Run AI agent memory entirely on your infrastructure. No cloud, no API keys.

Tools

GitHub Source