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Best AI tools for agent frameworks

Libraries and platforms for building your own AI agents.

14 tools ranked · Editorial order · Last updated · How we rank

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  1. #1

    LangChain / LangGraph

    Free Our pick

    The default ecosystem; LangGraph is the reason to use it.

    Best for: Production agent graphs

  2. #2

    The simplest way to build a solid agent in Python.

    Best for: Getting started fast

  3. #3

    The same harness as Claude Code, for your own agents.

    Best for: Coding and computer agents

  4. #4

    The best TypeScript toolkit for AI apps.

    Best for: Web developers

  5. #5

    Mastra

    Free

    TypeScript-native agents and workflows.

    Best for: TS backends

  6. #6

    Agent and UI share one set of actions, exposed over MCP and A2A too.

    Best for: Agents with a real app UI

  7. #7

    Type-safe agents for Python developers.

    Best for: Typed Python apps

  8. #8

    LlamaIndex

    Free

    Best for agents over your documents.

    Best for: RAG-heavy agents

  9. #9

    CrewAI

    Freemium

    Intuitive multi-agent crews.

    Best for: Multi-agent prototypes

  10. #10

    Google's agent kit with a path to Cloud.

    Best for: Google Cloud teams

  11. #11

    n8n

    Freemium

    Visual agents without writing a framework.

    Best for: Low-code agents

  12. #12

    Dify

    Freemium

    Open-source visual LLM app platform.

    Best for: Self-hosted LLM apps

  13. #13

    smolagents

    Free

    Minimal code-acting agents.

    Best for: Learning and research

  14. #14

    AutoGen

    Free

    Multi-agent research framework.

    Best for: Experimentation

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