Skip to content
Agentmart
Submit a tool

Alternatives to Agno

Agno is an agent framework by 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. If it doesn't fit your setup, these 12 agent frameworks cover similar ground. They are ordered by how closely they match Agno and by our rank, which weighs adoption, freshness and documentation; money never changes the order. LlamaIndex leads the list (52.6K GitHub stars; active in the last 30 days). Each entry shows data reasons to switch, and you can open a side-by-side comparison with Agno.

Updated Oct 26, 2026 · Built from catalog data; how we rank and grade

You're replacing

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.

12 alternatives

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

  1. 1
    LlamaIndex

    LlamaIndex

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

    • 52.6K GitHub stars
    • Active in the last 30 days

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

  2. 2
    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 →

  3. 3
    LangGraph

    LangChain

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

    • 43.8K GitHub stars
    • Active in the last 30 days

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

  4. 4
    CrewAI

    CrewAI

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

    • 60.1K GitHub stars
    • Active in the last 30 days

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

  5. 5
    CAMEL

    CAMEL-AI

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

    • 18K GitHub stars
    • Active in the last 30 days

    ★ 18K↓ 20.1K/wkLast active Oct 19, 2026

  6. 6
    AutoGen

    Microsoft

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

    • 61.5K GitHub stars
    • Active in the last 30 days

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

  7. 7
    activegraph

    yoheinakajima

    Event-sourced Python graph runtime where agent behaviors react to a shared graph, with an audit trail and fork-and-diff replay.

    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 707↓ 603/wkLast active Sep 26, 2026

  8. 8
    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.

    • 71K GitHub stars
    • Open source (MIT)

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

  9. 9
    Youtu-Agent

    Tencent

    Framework for building, running and evaluating autonomous agents, with a planner-based multi-agent mode, skills and agent RL training.

    • 4.6K GitHub stars
    • For Python

    ★ 4.6K↓ 23/wkLast active Mar 21, 2026

  10. 10
    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

  11. 11
    Google Agent Development Kit (ADK)

    Google

    Open-source toolkit for building, evaluating and deploying agents in Python, TypeScript, Go, Java and Kotlin, tuned for Gemini but model-agnostic.

    • Supports TypeScript and Go

    ★ 22K↓ 2.4M/wkLast active Oct 24, 2026

  12. 12
    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

Related