Top 100 Agent Framework Repositories
Ranking
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | superpowers | 250,962 | 22,292 | Shell | 146 | An agentic skills framework & software development methodology that works. | 2026-07-06 |
| 2 | langchain | 141,421 | 23,501 | Python | 351 | The agent engineering platform. | 2026-07-10 |
| 3 | TradingAgents | 92,077 | 17,789 | Python | 141 | TradingAgents: Multi-Agents LLM Financial Trading Framework | 2026-07-05 |
| 4 | MetaGPT | 69,282 | 8,836 | Python | 26 | 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming | 2026-01-21 |
| 5 | autogen | 59,610 | 8,974 | Python | 555 | A programming framework for agentic AI | 2026-04-15 |
| 6 | crewAI | 55,257 | 7,774 | Python | 87 | Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks. | 2026-07-09 |
| 7 | llama_index | 50,751 | 7,720 | Python | 192 | LlamaIndex is the leading document agent and OCR platform | 2026-07-08 |
| 8 | langgraph | 36,921 | 6,197 | Python | 382 | Build resilient agents. | 2026-07-10 |
| 9 | AstrBot | 36,101 | 2,506 | Python | 1002 | AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨ | 2026-07-09 |
| 10 | hyperframes | 34,016 | 3,174 | TypeScript | 7 | Write HTML. Render video. Built for agents. | 2026-07-10 |
| 11 | openai-agents-python | 27,770 | 4,286 | Python | 28 | A lightweight, powerful framework for multi-agent workflows | 2026-07-10 |
| 12 | mastra | 26,000 | 2,388 | TypeScript | 217 | Mastra is the modern TypeScript framework for AI-powered applications and agents. | 2026-07-10 |
| 13 | haystack | 25,859 | 2,908 | MDX | 72 | Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, m... | 2026-07-09 |
| 14 | Open-AutoGLM | 25,726 | 4,004 | Python | 192 | An Open Phone Agent Model & Framework. Unlocking the AI Phone for Everyone | 2026-03-06 |
| 15 | Anthropic-Cybersecurity-Skills | 25,112 | 2,936 | Python | 14 | 817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF & MITRE F3 (Fight Fraud) · agentskills.io standard · Works with... | 2026-06-26 |
| 16 | 12-factor-agents | 24,019 | 1,834 | TypeScript | 13 | What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers? | 2025-09-21 |
| 17 | go-micro | 22,955 | 2,411 | Go | 106 | A Go agent harness and service framework | 2026-07-10 |
| 18 | swarm | 21,780 | 2,319 | Python | 30 | Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team. | 2026-04-15 |
| 19 | eliza | 18,718 | 5,580 | TypeScript | 171 | Open source agentic operating system | 2026-07-10 |
| 20 | agent-zero | 18,377 | 3,679 | Python | 143 | Agent Zero AI framework | 2026-07-09 |
| 21 | pydantic-ai | 18,300 | 2,328 | Python | 360 | AI Agent Framework, the Pydantic way | 2026-07-10 |
| 22 | SuperAGI | 17,611 | 2,219 | Python | 191 | <⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably. | 2025-01-22 |
| 23 | camel | 17,353 | 1,990 | Python | 213 | 🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org | 2026-07-09 |
| 24 | Qwen-Agent | 16,697 | 1,664 | Python | 419 | Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc. | 2026-03-04 |
| 25 | RagaAI-Catalyst | 16,143 | 3,578 | Python | 17 | Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced anal... | 2026-02-11 |
| 26 | PentestGPT | 14,176 | 2,465 | Python | 53 | Automated Penetration Testing Agentic Framework Powered by Large Language Models | 2026-06-07 |
| 27 | Auto-claude-code-research-in-sleep | 13,204 | 1,187 | Python | 45 | ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works wi... | 2026-07-09 |
| 28 | langchain4j | 12,569 | 2,361 | Java | 587 | LangChain4j is an idiomatic, open-source Java library for building LLM-powered applications on the JVM. It offers a unified API over popular LLM providers and vector stores, and makes implementing too... | 2026-07-09 |
| 29 | ai-berkshire | 12,367 | 1,656 | Python | 11 | AI 时代的伯克希尔：基于 Claude Code / Codex 的价值投资研究框架。巴菲特·芒格·段永平·李录四大师方法论 + 多Agent并行研究。| AI-era Berkshire: a value investing research framework built for Claude Code / Codex. 4 masters' methodologies + multi-ag... | 2026-07-09 |
| 30 | agent-framework | 12,000 | 2,015 | Python | 503 | A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET. | 2026-07-10 |
| 31 | Agent-S | 11,997 | 1,406 | Python | 23 | Agent S: an open agentic framework that uses computers like a human | 2026-05-13 |
| 32 | agents | 11,299 | 3,303 | Python | 224 | A framework for building realtime voice AI agents 🤖🎙️📹 | 2026-07-09 |
| 33 | PocketFlow | 10,950 | 1,186 | Python | 60 | Pocket Flow: 100-line LLM framework. Let Agents build Agents! | 2026-03-27 |
| 34 | ten-framework | 10,868 | 1,319 | Python | 159 | Open-source framework for conversational voice AI agents | 2026-07-09 |
| 35 | spring-ai-alibaba | 10,274 | 2,272 | Java | 165 | Agentic AI Framework for Java Developers | 2026-07-09 |
| 36 | mcp-use | 10,272 | 1,357 | TypeScript | 37 | The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents. | 2026-07-09 |
| 37 | voltagent | 10,004 | 1,039 | TypeScript | 30 | AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework | 2026-07-10 |
| 38 | OpenRLHF | 9,772 | 983 | Python | 298 | An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Async RL) | 2026-07-06 |
| 39 | AutoAgent | 9,459 | 1,319 | Python | 55 | "AutoAgent: Fully-Automated and Zero-Code LLM Agent Framework" | 2025-10-16 |
| 40 | PraisonAI | 8,364 | 1,297 | Python | 39 | PraisonAI 🦞 — Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous self-improving agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with bui... | 2026-07-09 |
| 41 | agent-squad | 7,689 | 726 | Swift | 29 | Flexible and powerful framework for managing multiple AI agents and handling complex conversations | 2026-07-09 |
| 42 | flue | 7,219 | 416 | TypeScript | 29 | The sandbox agent framework. | 2026-07-09 |
| 43 | SerpentAI | 6,994 | 802 | Python | 0 | Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own! | 2022-11-07 |
| 44 | swarms | 6,931 | 960 | Python | 27 | The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework. Website: https://swarms.ai | 2026-07-08 |
| 45 | omnigent | 6,931 | 931 | Python | 235 | Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, Codex, Cursor, Pi, and custom agents — swap harnesses without rewriting, enforce policies and sandboxing, and c... | 2026-07-10 |
| 46 | MindSearch | 6,886 | 685 | JavaScript | 47 | 🔍 An LLM-based Multi-agent Framework of Web Search Engine (like Perplexity.ai Pro and SearchGPT) | 2025-07-04 |
| 47 | AppAgent | 6,809 | 751 | Python | 87 | AppAgent: Multimodal Agents as Smartphone Users, an LLM-based multimodal agent framework designed to operate smartphone apps. | 2025-03-19 |
| 48 | open-multi-agent | 6,549 | 2,409 | TypeScript | 12 | TypeScript multi-agent orchestration framework. Describe a goal, a coordinator decomposes it into a task DAG that runs on any LLM: Claude, ChatGPT, Gemini, DeepSeek, or local models. | 2026-07-09 |
| 49 | tensortrade | 6,416 | 1,244 | Python | 37 | An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents. | 2026-02-19 |
| 50 | LaVague | 6,379 | 574 | Python | 94 | Large Action Model framework to develop AI Web Agents | 2025-01-21 |
| 51 | TaskWeaver | 6,171 | 780 | Python | 40 | The first "code-first" agent framework for seamlessly planning and executing data analytics tasks. | 2026-03-23 |
| 52 | agents | 5,939 | 483 | Python | 40 | An Open-source Framework for Data-centric, Self-evolving Autonomous Language Agents | 2024-09-26 |
| 53 | Webwright | 5,784 | 366 | Python | 8 | A simple SWE style browser agent framework that achieves SOTA results on long horizon web tasks. | 2026-06-03 |
| 54 | pyspur | 5,749 | 428 | TypeScript | 29 | A visual playground for agentic workflows: Iterate over your agents 10x faster | 2026-06-29 |
| 55 | open-slide | 5,695 | 398 | TypeScript | 16 | A slide framework built for agents. | 2026-07-07 |
| 56 | agentops | 5,688 | 604 | Python | 112 | Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks including CrewAI, Agno, OpenAI Agents SDK, Langchain, Autogen, AG2, and Ca... | 2026-06-25 |
| 57 | Product-Manager-Skills | 5,670 | 704 | Shell | 6 | Product Management skills framework built on battle-tested methods for Claude Code, Cowork, Codex, and AI agents. | 2026-07-08 |
| 58 | superduper | 5,303 | 542 | Python | 29 | Superduper: End-to-end framework for building custom AI applications and agents. | 2025-09-01 |
| 59 | ROMA | 5,086 | 770 | Python | 15 | Recursive-Open-Meta-Agent v0.1 (Beta). A meta-agent framework to build high-performance multi-agent systems. | 2026-02-16 |
| 60 | AgentVerse | 5,077 | 511 | JavaScript | 27 | 🤖 AgentVerse 🪐 is designed to facilitate the deployment of multiple LLM-based agents in various applications, which primarily provides two frameworks: task-solving and simulation | 2024-09-09 |
| 61 | solace-agent-mesh | 4,963 | 268 | Python | 19 | An event-driven framework designed to build and orchestrate multi-agent AI systems. It enables seamless integration of AI agents with real-world data sources and systems, facilitating complex, multi-s... | 2026-06-29 |
| 62 | PPTAgent | 4,793 | 565 | Python | 6 | An Agentic Framework for Reflective PowerPoint Generation | 2026-06-29 |
| 63 | formkit | 4,734 | 206 | TypeScript | 68 | The form framework for coding agents | 2026-06-24 |
| 64 | youtu-agent | 4,580 | 469 | Python | 50 | A simple yet powerful agent framework that delivers with open-source models | 2026-03-21 |
| 65 | OpenAgentsControl | 4,525 | 362 | TypeScript | 37 | AI agent framework for plan-first development workflows with approval-based execution. Multi-language support (TypeScript, Python, Go, Rust) with automatic testing, code review, and validation built f... | 2026-03-25 |
| 66 | agency-swarm | 4,478 | 1,057 | Python | 2 | Reliable Multi-Agent Orchestration Framework | 2026-07-08 |
| 67 | koog | 4,428 | 446 | Kotlin | 72 | Koog is a JVM (Java and Kotlin) framework for building predictable, fault-tolerant and enterprise-ready AI agents across all platforms – from backend services to Android and iOS, JVM, and even in-brow... | 2026-07-06 |
| 68 | cognita | 4,412 | 390 | Python | 14 | RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry | 2026-03-13 |
| 69 | ms-agent | 4,330 | 512 | Python | 11 | MS-Agent: a lightweight framework to empower agentic execution of complex tasks | 2026-07-08 |
| 70 | ruby_llm | 4,235 | 472 | Ruby | 32 | One delightful Ruby framework for every major AI provider. Build AI agents, chatbots, RAG apps, and multimodal workflows in beautiful, expressive code. | 2026-07-07 |
| 71 | AdalFlow | 4,176 | 377 | Python | 33 | AdalFlow: The library to build & auto-optimize LLM applications. | 2026-05-29 |
| 72 | browser-agent | 4,089 | 228 | TypeScript | 26 | Open-source, vision-first browser agent | 2026-02-08 |
| 73 | PromptWizard | 3,897 | 337 | Python | 15 | Task-Aware Agent-driven Prompt Optimization Framework | 2025-10-13 |
| 74 | LazyLLM | 3,855 | 395 | Python | 32 | Easiest and laziest way for building multi-agent LLMs applications. | 2026-07-09 |
| 75 | embabel-agent | 3,742 | 363 | Kotlin | 45 | Agent framework for the JVM. Pronounced Em-BAY-bel /ɛmˈbeɪbəl/ | 2026-07-09 |
| 76 | arrow-js | 3,694 | 87 | TypeScript | 4 | The first UI framework for the agentic era — tiny, performant, with WASM sandboxes for safe code execution. | 2026-07-01 |
| 77 | agent-native | 3,555 | 338 | TypeScript | 1 | A framework for building agent-native applications. | 2026-07-10 |
| 78 | DeepResearchAgent | 3,486 | 453 | Python | 5 | DeepResearchAgent is a hierarchical multi-agent system designed not only for deep research tasks but also for general-purpose task solving. The framework leverages a top-level planning agent to coordi... | 2026-05-04 |
| 79 | ii-agent | 3,365 | 518 | Python | 2 | II-Agent: a new open-source framework to build and deploy intelligent agents | 2026-04-13 |
| 80 | eve | 3,363 | 279 | TypeScript | 106 | The Framework for Building Agents | 2026-07-10 |
| 81 | openai-agents-js | 3,357 | 839 | TypeScript | 32 | A lightweight, powerful framework for multi-agent workflows and voice agents | 2026-07-09 |
| 82 | beeai-framework | 3,313 | 462 | Python | 10 | Build production-ready AI agents in both Python and Typescript. | 2026-07-08 |
| 83 | Awesome-Context-Engineering | 3,236 | 256 | - | 19 | 🔥 Comprehensive survey on Context Engineering: from prompt engineering to production-grade AI systems. hundreds of papers, frameworks, and implementation guides for LLMs and AI agents. | 2026-05-28 |
| 84 | langgraphjs | 3,103 | 519 | TypeScript | 61 | Framework to build resilient language agents as graphs. | 2026-07-09 |
| 85 | china-dictatorship | 3,091 | 293 | HTML | 825 | 反中共政治宣传库。Anti Chinese government propaganda. 住在中国真名用户的网友请别给星星，不然你要被警察请喝茶。常见问答集，新闻集和饭店和音乐建议。卐习万岁卐。冠状病毒审查郝海东新疆改造中心六四事件法轮功 996.ICU709大抓捕巴拿马文件邓家贵低端人口西藏骚乱。Friends who live in China and have real name on ac... | 2026-02-05 |
| 86 | BotSharp | 3,084 | 641 | C# | 43 | AI Multi-Agent Framework in .NET | 2026-07-07 |
| 87 | LlamaIndexTS | 3,078 | 522 | TypeScript | 109 | Data framework for your LLM applications. Focus on server side solution | 2026-03-11 |
| 88 | harbor | 3,071 | 1,276 | Python | 153 | Framework for evaluating and improving agents | 2026-07-10 |
| 89 | core | 3,071 | 411 | Python | 3 | AI agent microservice | 2026-07-08 |
| 90 | opengap | 2,896 | 342 | TypeScript | 9 | A framework-agnostic, git-native standard for defining AI agents | 2026-07-02 |
| 91 | rl-baselines3-zoo | 2,846 | 602 | Python | 52 | A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included. | 2026-06-15 |
| 92 | obsidian-wiki | 2,771 | 282 | Python | 2 | Framework for AI agents to build and maintain a digital brain through Obsidian wiki using Karpathy's LLM Wiki pattern | 2026-07-09 |
| 93 | pentestagent | 2,767 | 555 | Python | 12 | PentestAgent is an AI agent framework for black-box security testing, supporting bug bounty, red-team, and penetration testing workflows. | 2026-07-07 |
| 94 | openlit | 2,585 | 321 | TypeScript | 20 | Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. 🚀💻 Integrates with 50+ LLM Providers, ... | 2026-07-09 |
| 95 | griptape | 2,556 | 248 | Python | 62 | Modular Python framework for AI agents and workflows with chain-of-thought reasoning, tools, and memory. | 2026-07-06 |
| 96 | Cradle | 2,551 | 265 | Python | 19 | The Cradle framework is a first attempt at General Computer Control (GCC). Cradle supports agents to ace any computer task by enabling strong reasoning abilities, self-improvment, and skill curation, ... | 2024-11-07 |
| 97 | Arcade-Learning-Environment | 2,431 | 473 | C++ | 38 | A simple framework that allows researchers and hobbyists to develop AI agents for Atari 2600 games | 2026-07-09 |
| 98 | synthetic-data-generator | 2,428 | 391 | Python | 19 | SDG is a specialized framework designed to generate high-quality structured tabular data. | 2026-05-25 |
| 99 | agentic-project-management | 2,355 | 225 | JavaScript | 3 | A framework for managing complex projects with spec-driven multi-agent workflows. | 2026-06-08 |
| 100 | nextpy | 2,343 | 181 | Python | 14 | 🤖Self-Modifying Framework from the Future 🔮 World's First AMS | 2024-05-01 |