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Alternatives to CAMEL

CAMEL is an agent framework by CAMEL-AI: Open-source Python framework for multi-agent systems: agent societies, memory, RAG, code interpreters, synthetic data and large-scale simulation. If it doesn't fit your setup, these 12 agent frameworks cover similar ground. They are ordered by how closely they match CAMEL and by our rank, which weighs adoption, freshness and documentation; money never changes the order. LangChain leads the list (more GitHub stars (148.4K)). Each entry shows data reasons to switch, and you can open a side-by-side comparison with CAMEL.

Updated Oct 24, 2026 · Built from catalog data; how we rank and grade

You're replacing

CAMEL

Open-source Python framework for multi-agent systems: agent societies, memory, RAG, code interpreters, synthetic data and large-scale simulation.

12 alternatives

Ordered by how closely each matches CAMEL (shared product, category or stated alternative) and by rank.

  1. 1
    LangChain

    LangChain

    Python framework of interoperable components and integrations for building agents and LLM apps, with LangGraph and Deep Agents layered above it.

    • More GitHub stars (148.4K)

    ★ 148.4K↓ 37.3M/wkLast active Oct 24, 2026Compare →

  2. 2
    CrewAI

    CrewAI

    Open-source Python framework for multi-agent workflows, with role-based Crews and event-driven Flows.

    • More GitHub stars (60.1K)

    ★ 60.1K↓ 644.6K/wkLast active Oct 24, 2026Compare →

  3. 3
    Agno

    Agno

    Python framework and runtime for building agents, serving them over a REST API and MCP server, and managing them from a web control plane.

    • More GitHub stars (42.9K)

    ★ 42.9K↓ 519.4K/wkLast active Oct 24, 2026

  4. 4
    AutoGen

    Microsoft

    Archived Microsoft Python framework for multi-agent apps; Microsoft directs new users to Microsoft Agent Framework.

    • More GitHub stars (61.5K)

    ★ 61.5K↓ 89K/wkLast active Oct 16, 2026Compare →

  5. 5
    MetaGPT

    FoundationAgents

    Python multi-agent framework that gives LLM agents software-company roles and SOPs to turn a one-line requirement into a project repository.

    • More GitHub stars (71K)

    ★ 71K↓ 622/wkLast active Jan 21, 2026

  6. 6
    LlamaIndex

    LlamaIndex

    Open-source Python toolkit for RAG and agents over your own data, with event-driven workflows and 300+ integration packages.

    • More GitHub stars (52.6K)

    ★ 52.6K↓ 1.4M/wkLast active Oct 14, 2026

  7. 7
    LangGraph

    LangChain

    Low-level Python orchestration framework for long-running stateful agents, with durable execution, human review points and short- and long-term memory.

    • More GitHub stars (43.8K)

    ★ 43.8K↓ 13.1M/wkLast active Oct 24, 2026

  8. 8
    Pydantic AI

    Pydantic

    Typed Python SDK for building agents with swappable model providers, plus optional capabilities for memory, sub-agents, planning and durable execution.

    • 20.8K GitHub stars
    • Active in the last 30 days

    ★ 20.8K↓ 1.5M/wkLast active Oct 24, 2026

  9. 9
    Genkit

    Google

    Open-source Firebase framework for AI features and agent workflows in JavaScript, Go, Python and Dart, with model plugins.

    • Supports TypeScript and JavaScript

    ★ 6.5K↓ 95.8K/wkLast active Oct 23, 2026

  10. 10
    Strands Agents

    AWS

    Open-source Python and TypeScript SDK for model-driven agents, with tools, MCP, multi-agent patterns and streaming.

    • Supports TypeScript

    ★ 8.9K↓ 8.9M/wkLast active Oct 24, 2026

  11. 11
    AgentScope

    Alibaba Tongyi Lab

    Python agent framework from Alibaba that lets the model drive tool use, with team pipelines, MCP, agent skills, A2A, memory and tracing.

    • 33.8K GitHub stars
    • Active in the last 30 days

    ★ 33.8K↓ 50.9K/wkLast active Oct 23, 2026

  12. 12
    VoltAgent

    VoltAgent

    TypeScript framework for AI agents with tools, memory, RAG, MCP and sub-agents, paired with a Cloud or self-hosted console.

    • Supports TypeScript

    ★ 10.9KLast active Sep 28, 2026

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