mem0: Scalable Long‑Term Memory for Your AI Agents
Builds a universal memory layer for AI agents, giving them context and recall.
"A founder building a mental health chatbot uses mem0 to create a memory layer that recalls patient conversations, diagnoses, and treatment plans."
- •When building AI agents that need to retain knowledge over time
- •When integrating multiple AI models that require shared memory
- •When developing conversational AI that requires context persistence
mem.store(key='user_name', value='John Doe'); mem.retrieve(key='user_name')
Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
A prompt/skill package — nothing to install beyond adding it to your AI tool.
mkdir -p ~/.claude/skills/mem0 && curl -fsSL https://workflowstacks.com/api/skills/mem0/claude-skill -o ~/.claude/skills/mem0/SKILL.mdOpens the app with this repo with the prompt ready to go — no copy-paste needed.
Mem0: Scalable Long‑Term Memory for Your AI Agents is a very large Python project (~106k lines across 712 code files, plus 281 test files). You install it into your AI tool with one command; there is nothing to run yourself. Last commit this month, Apache-2.0 license, has a test suite.
- 1README.mdStart here — what it does and how to install it
- 2AGENTS.mdThe instructions the AI actually follows
- 3server/main.pyWhere the program starts running
- 4mem0/__init__.pyInside mem0/ — the main logic begins here
- 5examples/graph-db-demo/alice-memories.pngA worked example — copy this to get going
Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
A prompt/skill package — nothing to install beyond adding it to your AI tool.
mkdir -p ~/.claude/skills/mem0 && curl -fsSL https://workflowstacks.com/api/skills/mem0/claude-skill -o ~/.claude/skills/mem0/SKILL.mdOpens the app with this repo with the prompt ready to go — no copy-paste needed.
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Do this with a working workflow
Pages we wrote and tested that put a skill like this to work — importable n8n templates, outcome guides and Claude Desktop configs.
Memory (knowledge graph) MCP config
Persistent memory across chats via a local knowledge graph.
Free n8n templateAI Support Agent (Chat)
A chat agent that answers customer questions from YOUR business info — with conversation memory. It never invents policies; anything it doesn't know, it hands to a human.
Review Watchdog
Catch every bad review the day it lands — with a reply ready.
Includes the tested workflow and a written setup playbook. Needs: Google Places API key (free tier).
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