crewai - 💡(How to fix) Fix [FEATURE] Add persistent cross-session memory via Agent Magnet

Feature Area

Integration with external tools

Is your feature request related to a an existing bug? Please link it here.

CrewAI agents lose context between sessions. Each run starts from zero — no memory of past decisions, user preferences, or learned patterns.

Agent Magnet adds self-learning memory with a single base URL change. Agents learn from what users do, not what they say. No configuration required.

Works across all your crew's LLM calls automatically. No SDK changes required.

agentmagnet.app — open to collaboration.

Describe the solution you'd like

Add Agent Magnet as a memory integration. Single base URL change gives agents persistent memory across sessions — no SDK changes needed. agentmagnet.app

Describe alternatives you've considered

LangChain memory, Mem0 — both require SDK changes and don't learn from user behavior automatically.

Additional context

Open to contributing an example or integration guide.

Willingness to Contribute

Yes, I'd be happy to submit a pull request