best of 2026

Best agent frameworks

7 tools we verified on 2026-11-05. Ordered by accessibility (free plan, then open source), not paid placement.

  1. AutoGen logoAutoGen

    Top-level documentation for AutoGen, a framework for developing applications using AI agents

    Free plan: Yes · Open source: Yes · Checked 2026-11-05

  2. CCrewAI

    The Leading Multi-Agent Platform

    Free plan: Yes · Open source: Yes · Checked 2026-11-05

  3. LangGraph logoLangGraph

    Control agent workflows with LangGraph: durable execution, memory, streaming, and human-in-the-loop.

    Free plan: Yes · Open source: Yes · Checked 2026-11-05

  4. LlamaIndex logoLlamaIndex

    LlamaParse is the world's best agentic OCR for processing complex documents with messy tables, charts, images, and more with human-level accuracy.

    Free plan: Yes · Open source: Yes · Checked 2026-11-05

  5. Mastra logoMastra

    Ship AI agents that reason, remember, and act in TypeScript. Mastra provides memory, tools, MCP, and observability to go from prototype to production.

    Free plan: Yes · Open source: Yes · Checked 2026-11-05

  6. OOpenAI Agents SDK

    OpenAI Agents SDK

    Free plan: Yes · Open source: Yes · Checked 2026-11-05

  7. Pydantic AI logoPydantic AI

    How Python does AI: agents, realtime voice, image generation, embeddings. Every model, every interface, typed end to end.

    Free plan: Yes · Open source: Yes · Checked 2026-11-05

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