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Best AI agent framework

The OpenAI Agents SDK is our pick for shipping a first production agent: a small set of primitives, works with other model providers, and is MIT-licensed. Use LangGraph for complex stateful agents, Mastra if you're a TypeScript team, and CrewAI for role-based multi-agent setups.

Editorial picks

#1 pickVerified

OpenAI Agents SDK

The fastest way to a working agent with tools, handoffs and guardrails, without learning a large framework first. Open source and not locked to one model provider.

Free tierOpen sourceVisit OpenAI Agents SDK ↗
Alternative 2Verified

Mastra

TypeScript-first agents with workflows and memory. The natural fit for Next.js and Node teams.

Free tierOpen sourcefrom $250/moVisit Mastra ↗
Open-source pickVerified

CrewAI

MIT-licensed Python framework for role-based agent 'crews' and flows, with a free hosted tier for small workloads.

Free tierOpen sourceVisit CrewAI ↗

Editorial picks are never paid for. How we make money.

How we picked

  • Simple to start
  • Scales to real production
  • Language fit (Python / TypeScript)
  • Observability

Prices are checked against each vendor's official pricing page. Our methodology.

When to switch

  • Your agent needs complex branching and durable state

    → Move to LangGraph (LangChain). LangGraph models explicit state machines and long-running workflows.

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FAQ

Do I need an agent framework at all?

Not always. For chat features or a single tool-calling loop inside a web app, a toolkit like the Vercel AI SDK may be enough. Reach for a framework when you need handoffs, durable state or many tools.

What about no-code agents?

If you'd rather wire agents visually, n8n lets you build AI workflows with a visual editor and self-host the Community edition for free.

How much do agent frameworks cost?

The frameworks themselves are free and open source (Mastra's enterprise features use a separate commercial licence). You pay for model usage, and optionally for hosted tracing or deployment platforms like LangSmith or Mastra Cloud.