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Vibecoding means building software by describing what you want to an AI coding assistant and letting it write the code. The catch is that assistants guess at unfamiliar libraries, and a wrong guess about Mem0 costs you a debugging session. This page fixes that three ways: skills that teach your assistant the Mem0 SDKs, an MCP connection so it can read and write memories itself, and a starter prompt you can paste into any tool.
Every page in these docs has a button to copy it as Markdown or send it straight to ChatGPT or Claude, so you can hand your assistant any page it needs. We follow the llms.txt standard.

Agent skills

Mem0 ships two kinds of skills for AI coding assistants. Both work with Claude Code, Codex, Cursor, Windsurf, OpenCode, OpenClaw, and any assistant that supports the skills standard.

Reference skills (always on)

Teach your assistant Mem0’s SDK surface so it writes correct code in everyday development:
  • mem0: Python and TypeScript SDKs (Platform + OSS), plus framework integrations (LangChain, CrewAI, OpenAI Agents, LangGraph, LlamaIndex, etc.)
  • mem0-cli: terminal workflows for the mem0 CLI (both Node and Python builds)
  • mem0-vercel-ai-sdk: @mem0/vercel-ai-provider and createMem0

Pipeline skills (run on demand)

Let your assistant execute an end-to-end workflow in an existing repo. Invoked as slash commands:
  • /mem0-integrate: wire Mem0 into an existing repository using a goal-driven, test-first pipeline. Detects the stack, asks whether to use Platform or OSS, writes failing tests first, and keeps the integration additive and feature-flagged.
  • /mem0-test-integration: verify what /mem0-integrate produced. Runs the repo’s native test suite and a real end-to-end smoke flow against your API key, then produces a scorecard.
  • /mem0-oss-to-platform: migrate an existing project from Mem0 OSS to the hosted Platform SDK. Audits where Mem0 is used, writes a reviewable migration plan, then executes it on approval.
See the skills index for the full catalog.

MCP server setup

Connect Claude, Claude Code, Cursor, Windsurf, VS Code, OpenCode, or any MCP-compatible client to Mem0. Get your API key from app.mem0.ai, then add Mem0 MCP with a single command:
For per-client setup and advanced options, see Mem0 MCP Setup.

Universal starter prompt

Copy this into any AI tool to start building with Mem0:

Go deeper

Platform quickstart

Get started with the managed API

Open Source

Self-host with full control

Cookbooks

Production-ready tutorials and examples

API reference

Explore every REST endpoint