Top 100 Agent Framework Repositories
Ranking
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | superpowers | 281,392 | 25,207 | Shell | 115 | An agentic skills framework & software development methodology that works. | 2026-09-03 |
| 2 | langchain | 145,604 | 24,305 | Python | 359 | The agent engineering platform. | 2026-09-04 |
| 3 | TradingAgents | 102,434 | 19,717 | Python | 173 | TradingAgents: Multi-Agents LLM Financial Trading Framework | 2026-09-01 |
| 4 | MetaGPT | 70,204 | 8,922 | Python | 14 | 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming | 2026-01-21 |
| 5 | autogen | 60,792 | 9,178 | Python | 550 | A programming framework for agentic AI | 2026-04-15 |
| 6 | crewAI | 58,059 | 8,331 | Python | 77 | Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks. | 2026-09-03 |
| 7 | llama_index | 52,003 | 8,078 | Python | 194 | LlamaIndex is the leading document agent and OCR platform | 2026-09-03 |
| 8 | nanobot | 47,700 | 8,420 | Python | 208 | Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps | 2026-09-04 |
| 9 | hyperframes | 43,861 | 4,206 | TypeScript | 39 | Write HTML. Render video. Built for agents. | 2026-09-04 |
| 10 | langgraph | 41,014 | 6,921 | Python | 501 | Build resilient agents. | 2026-09-03 |
| 11 | AstrBot | 39,986 | 2,868 | Python | 1069 | AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨ | 2026-09-04 |
| 12 | medusa | 36,132 | 5,183 | TypeScript | 60 | The world's most flexible commerce platform for agents and developers | 2026-09-03 |
| 13 | Anthropic-Cybersecurity-Skills | 32,120 | 3,876 | Python | 20 | 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... | 2026-08-31 |
| 14 | openai-agents-python | 29,180 | 4,656 | Python | 24 | A lightweight, powerful framework for multi-agent workflows | 2026-09-02 |
| 15 | mastra | 27,679 | 2,725 | TypeScript | 271 | Mastra is the modern TypeScript framework for AI-powered applications and agents. | 2026-09-04 |
| 16 | haystack | 26,408 | 3,073 | Python | 68 | 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... | 2026-09-04 |
| 17 | Open-AutoGLM | 26,157 | 4,024 | Python | 191 | An Open Phone Agent Model & Framework. Unlocking the AI Phone for Everyone | 2026-03-06 |
| 18 | TencentDB-Agent-Memory | 25,859 | 2,413 | TypeScript | 198 | TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) that are governed, s... | 2026-09-03 |
| 19 | 12-factor-agents | 25,670 | 1,950 | TypeScript | 15 | 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 |
| 20 | go-micro | 23,053 | 2,421 | Go | 5 | A Go agent harness and service framework | 2026-09-03 |
| 21 | swarm | 21,940 | 2,326 | Python | 27 | Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team. | 2026-04-15 |
| 22 | eliza | 19,242 | 5,707 | TypeScript | 951 | Open source agentic operating system | 2026-09-04 |
| 23 | agent-zero | 19,081 | 3,778 | Python | 64 | Agent Zero AI framework | 2026-09-03 |
| 24 | camel | 17,672 | 2,065 | Python | 235 | 🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org | 2026-09-03 |
| 25 | SuperAGI | 17,670 | 2,227 | Python | 187 | <⚡️> 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 |
| 26 | Qwen-Agent | 17,061 | 1,713 | Python | 424 | Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc. | 2026-03-04 |
| 27 | RagaAI-Catalyst | 16,161 | 3,570 | Python | 16 | 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 |
| 28 | ai-berkshire | 16,152 | 2,419 | Python | 23 | 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... | 2026-09-03 |
| 29 | Auto-claude-code-research-in-sleep | 15,697 | 1,366 | Python | 52 | 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... | 2026-09-03 |
| 30 | PentestGPT | 15,208 | 2,647 | Python | 59 | Automated Penetration Testing Agentic Framework Powered by Large Language Models | 2026-07-14 |
| 31 | pipecat | 15,187 | 2,626 | Python | 100 | Open Source framework for voice agents, multimodal apps, and realtime AI. Maintained by Daily and the community. | 2026-09-04 |
| 32 | agents | 13,991 | 3,682 | Python | 211 | A framework for building realtime voice AI agents 🤖🎙️📹 | 2026-09-03 |
| 33 | agent-framework | 13,311 | 2,254 | Python | 503 | A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET. | 2026-09-04 |
| 34 | langchain4j | 13,013 | 2,523 | Java | 611 | 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... | 2026-09-03 |
| 35 | Agent-S | 12,222 | 1,432 | Python | 23 | Agent S: an open agentic framework that uses computers like a human | 2026-08-01 |
| 36 | pest | 11,700 | 529 | PHP | 194 | The elegant testing framework for PHP developers and AI agents. | 2026-08-26 |
| 37 | PocketFlow | 11,145 | 1,213 | Python | 60 | Pocket Flow: 100-line LLM framework. Let Agents build Agents! | 2026-07-26 |
| 38 | ten-framework | 11,108 | 1,359 | Python | 162 | Open-source framework for conversational voice AI agents | 2026-09-03 |
| 39 | spring-ai-alibaba | 10,782 | 2,388 | Java | 92 | Agentic AI Framework for Java Developers | 2026-08-25 |
| 40 | mcp-use | 10,564 | 1,435 | TypeScript | 11 | The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents. | 2026-09-03 |
| 41 | voltagent | 10,540 | 1,119 | TypeScript | 35 | AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework | 2026-08-27 |
| 42 | OpenRLHF | 9,972 | 1,010 | Python | 305 | An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Async RL) | 2026-08-13 |
| 43 | AutoAgent | 9,763 | 1,359 | Python | 54 | "AutoAgent: Fully-Automated and Zero-Code LLM Agent Framework" | 2025-10-16 |
| 44 | omnigent | 9,668 | 1,501 | Python | 457 | 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... | 2026-09-04 |
| 45 | PraisonAI | 9,011 | 1,430 | Python | 52 | 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... | 2026-09-04 |
| 46 | flue | 8,127 | 475 | TypeScript | 41 | The sandbox agent framework. | 2026-08-27 |
| 47 | agent-squad | 7,753 | 738 | Swift | 31 | Flexible and powerful framework for managing multiple AI agents and handling complex conversations | 2026-09-03 |
| 48 | open-slide | 7,380 | 526 | TypeScript | 36 | A slide framework built for agents. | 2026-09-03 |
| 49 | swarms | 7,122 | 1,010 | Python | 100 | The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai | 2026-09-04 |
| 50 | tensortrade | 7,102 | 1,317 | Python | 38 | An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents. | 2026-02-19 |
| 51 | SerpentAI | 6,989 | 798 | Python | 0 | Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own! | 2022-11-07 |
| 52 | MindSearch | 6,919 | 693 | JavaScript | 47 | 🔍 An LLM-based Multi-agent Framework of Web Search Engine (like Perplexity.ai Pro and SearchGPT) | 2025-07-04 |
| 53 | AppAgent | 6,875 | 761 | Python | 88 | AppAgent: Multimodal Agents as Smartphone Users, an LLM-based multimodal agent framework designed to operate smartphone apps. | 2025-03-19 |
| 54 | open-multi-agent | 6,871 | 2,433 | TypeScript | 10 | TypeScript AI agent orchestration framework with dynamic workflows. Describe the goal, not the graph: a coordinator plans the task DAG at runtime and runs it on any LLM (Claude, ChatGPT, Gemini, DeepS... | 2026-09-03 |
| 55 | Product-Manager-Skills | 6,808 | 825 | Shell | 7 | Product Management skills framework built on battle-tested methods for Claude Code, Cowork, Codex, and AI agents. | 2026-09-01 |
| 56 | genkit | 6,397 | 833 | TypeScript | 528 | Open-source framework for building agentic apps in JavaScript, Go, Dart, and Python, built and used in production by Google | 2026-09-03 |
| 57 | LaVague | 6,388 | 574 | Python | 94 | Large Action Model framework to develop AI Web Agents | 2025-01-21 |
| 58 | TaskWeaver | 6,170 | 783 | Python | 40 | The first "code-first" agent framework for seamlessly planning and executing data analytics tasks. | 2026-03-23 |
| 59 | agents | 5,961 | 481 | Python | 40 | An Open-source Framework for Data-centric, Self-evolving Autonomous Language Agents | 2024-09-26 |
| 60 | Webwright | 5,960 | 383 | Python | 11 | A simple SWE style browser agent framework that achieves SOTA results on long horizon web tasks. | 2026-08-03 |
| 61 | agentops | 5,809 | 617 | 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 |
| 62 | pyspur | 5,781 | 429 | TypeScript | 29 | A visual playground for agentic workflows: Iterate over your agents 10x faster | 2026-06-29 |
| 63 | ruoyi-ai | 5,683 | 1,400 | Java | 6 | An enterprise AI development framework for building AI agents. It provides unified management of multi-provider LLMs, secure enterprise knowledge bases with high-precision retrieval, visual workflow o... | 2026-08-16 |
| 64 | superduper | 5,318 | 546 | Python | 29 | Superduper: End-to-end framework for building custom AI applications and agents. | 2025-09-01 |
| 65 | ROMA | 5,176 | 777 | Python | 12 | Recursive-Open-Meta-Agent v0.1 (Beta). A meta-agent framework to build high-performance multi-agent systems. | 2026-02-16 |
| 66 | AgentVerse | 5,120 | 515 | 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 |
| 67 | PPTAgent | 4,978 | 586 | Python | 8 | An Agentic Framework for Reflective PowerPoint Generation | 2026-08-31 |
| 68 | eve | 4,958 | 502 | TypeScript | 313 | The Open Framework for Building Agents | 2026-09-04 |
| 69 | solace-agent-mesh | 4,950 | 271 | Python | 20 | 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... | 2026-09-03 |
| 70 | harbor | 4,914 | 1,712 | Python | 248 | Framework for evaluating and improving agents | 2026-09-04 |
| 71 | OpenAgentsControl | 4,820 | 391 | TypeScript | 39 | 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... | 2026-09-02 |
| 72 | formkit | 4,756 | 207 | TypeScript | 68 | The form framework for coding agents | 2026-07-24 |
| 73 | agent-native | 4,659 | 438 | TypeScript | 10 | A framework for building agent-native applications. | 2026-09-04 |
| 74 | youtu-agent | 4,608 | 480 | Python | 53 | A simple yet powerful agent framework that delivers with open-source models | 2026-03-21 |
| 75 | koog | 4,554 | 468 | Kotlin | 90 | 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... | 2026-09-01 |
| 76 | agency-swarm | 4,550 | 1,060 | Python | 7 | Reliable Multi-Agent Orchestration Framework | 2026-09-03 |
| 77 | cognita | 4,421 | 393 | Python | 14 | RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry | 2026-03-13 |
| 78 | embabel-agent | 4,415 | 431 | Kotlin | 49 | Agent framework for the JVM. Pronounced Em-BAY-bel /ɛmˈbeɪbəl/ | 2026-09-03 |
| 79 | ms-agent | 4,376 | 518 | Python | 12 | MS-Agent: a lightweight framework to empower agentic execution of complex tasks | 2026-09-03 |
| 80 | ruby_llm | 4,336 | 493 | Ruby | 9 | One delightful Ruby framework for every major AI provider. Build AI agents, chatbots, RAG apps, and multimodal workflows in beautiful, expressive code. | 2026-09-03 |
| 81 | AdalFlow | 4,211 | 387 | Python | 33 | AdalFlow: The library to build & auto-optimize LLM applications. | 2026-05-29 |
| 82 | browser-agent | 4,125 | 236 | TypeScript | 26 | Open-source, vision-first browser agent | 2026-02-08 |
| 83 | PromptWizard | 4,006 | 353 | Python | 15 | Task-Aware Agent-driven Prompt Optimization Framework | 2025-10-13 |
| 84 | LazyLLM | 3,880 | 410 | Python | 32 | Easiest and laziest way for building multi-agent LLMs applications. | 2026-09-03 |
| 85 | openai-agents-js | 3,751 | 948 | TypeScript | 16 | A lightweight, powerful framework for multi-agent workflows and voice agents | 2026-09-02 |
| 86 | arrow-js | 3,731 | 89 | TypeScript | 5 | The first UI framework for the agentic era — tiny, performant, with WASM sandboxes for safe code execution. | 2026-07-01 |
| 87 | DeepResearchAgent | 3,534 | 456 | Python | 3 | 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 |
| 88 | beeai-framework | 3,389 | 485 | Python | 1 | Build production-ready AI agents in both Python and Typescript. | 2026-09-02 |
| 89 | ii-agent | 3,382 | 524 | Python | 2 | II-Agent: a new open-source framework to build and deploy intelligent agents | 2026-08-16 |
| 90 | obsidian-wiki | 3,339 | 330 | Python | 1 | Framework for AI agents to build and maintain a digital brain through Obsidian wiki | 2026-09-03 |
| 91 | Awesome-Context-Engineering | 3,291 | 282 | - | 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 |
| 92 | langgraphjs | 3,250 | 570 | TypeScript | 84 | Framework to build resilient language agents as graphs. | 2026-09-04 |
| 93 | china-dictatorship | 3,180 | 292 | HTML | 837 | 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 |
| 94 | TradingAgents-astock | 3,159 | 819 | Python | 5 | A股多Agent投研框架 — 适配A股数据源(龙虎榜/游资/解禁等)，7位分析师基于A股规则的辩论决策，基于TradingAgents深度改造，适配大A。A-share multi-agent investment research framework — 7 AI analysts, bull/bear debate, risk assessment。 | 2026-09-02 |
| 95 | BotSharp | 3,099 | 647 | C# | 43 | AI Multi-Agent Framework in .NET | 2026-09-04 |
| 96 | core | 3,084 | 409 | Python | 7 | AI agent microservice | 2026-07-29 |
| 97 | llm-as-a-verifier | 3,079 | 250 | Python | 7 | LLM-as-a-Verifier is a general-purpose framework that provides fine-grained feedback for any agent without requiring additional training. It achieves SOTA performance across coding, robotics, and medi... | 2026-08-20 |
| 98 | LlamaIndexTS | 3,077 | 524 | TypeScript | 109 | Data framework for your LLM applications. Focus on server side solution | 2026-03-11 |
| 99 | pentestagent | 3,043 | 610 | Python | 14 | PentestAgent is an AI agent framework for black-box security testing, supporting bug bounty, red-team, and penetration testing workflows. | 2026-08-28 |
| 100 | opengap | 2,925 | 346 | TypeScript | 9 | A framework-agnostic, git-native standard for defining AI agents | 2026-07-02 |