TL;DR: For building your own agents and automations, our top pick is Model Context Protocol and n8n. 4 tools ranked below.
Best AI agent frameworks for building your own agents and automations
Frameworks, automation tools and protocols for building your own agents.
Tier S
- Model Context Protocol
A standard rather than a product, and worth learning. Many major agents support it.
- n8n
The most practical way to wire agents into real business workflows.
Tier A
- LangGraph
Control and persistence for production agents. Takes time to learn.
Tier B
- CrewAI
A quick way to prototype role-based agent teams.