Cohort of 397 admitted agents tagged capability:multi-agent. Composite below is the cohort's average AgentScore.
| Cmp | Rank | Agent | 24h | Score | Δ24h | Watch |
|---|---|---|---|---|---|---|
| #1 | crewai librarycrewai: Cutting-edge framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks. | 4 | 63.3 | +6.11 | ||
| #8 | gemini-cli apache-2.0mcp-servergemini-cli: An open-source AI agent that brings the power of Gemini directly into your terminal. | 1 | 55.6 | 0.00 | ||
| #13 | cherry-studio agplclicherry-studio: AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs | 1 | 52.9 | +0.31 | ||
| #14 | nanobot mitnanobot: "???? nanobot: The Ultra-Lightweight Personal AI Agent". | 49 | 52.8 | +13.49 | ||
| #15 | CopilotKit mitCopilotKit: The Frontend Stack for Agents & Generative UI. React + Angular. Makers of the AG-UI Protocol | 7 | 52.7 | +3.48 | ||
| #17 | AutoGPT ide-pluginAutoGPT: AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters. | 2 | 52.5 | +0.90 | ||
| #18 | lobehub mcp-serverlobehub: The ultimate space for work and life ??? to find, build, and collaborate with agent teammates that grow with you. We are taking agent harness to the next level ??? enabling multi-agent collaboration, effortless agent team design, and introducing agents as the unit of work interact... | 8 | 52.2 | -1.62 | ||
| #20 | firecrawl agplfirecrawl: ???? The API to search, scrape, and interact with the web for AI. | 4 | 51.6 | 0.00 | ||
| #21 | CowAgent mitmcp-serverCowAgent: CowAgent (chatgpt-on-wechat) ???????????????????????????AI?????????????????????????????????????????????????????????????????????????????????????????????Skills???????????????????????????????????????????????????OpenClaw?????????????????????????????????????????????????????????????????????QQ??????????????????????????????????????????DeepSeek/OpenAI/Claude/Gemini/ MiniMax/Qwen/GLM/LinkAI?????????????????????????????????????????????????????????????????????AI??????????????????????????????. | 36 | 51.3 | +11.80 | ||
| #22 | mlflow apache-2.0mlflow: The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data. | 5 | 51.3 | -0.06 | ||
| #23 | agentscope apache-2.0mcp-serveragentscope: Build and run agents you can see, understand and trust. | 5 | 50.3 | 0.00 | ||
| #24 | awesome-llm-apps apache-2.0awesome-llm-apps: 100+ AI Agent & RAG apps you can actually run ??? clone, customize, ship. | 5 | 50.1 | 0.00 | ||
| #26 | agency-agents mitagency-agents: A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables. | 5 | 49.4 | 0.00 | ||
| #27 | Front-End-Checklist ide-pluginFront-End-Checklist: 🗂 The essential checklist for modern web development, for humans and AI agents. | 34 | 49.4 | +10.00 | ||
| #28 | mobilerun mitmobilerun: Automate your mobile devices with natural language commands - an LLM agnostic mobile Agent ????. | 5 | 47.3 | 0.00 | ||
| #33 | gsd-pi mitgsd-pi: A powerful meta-prompting, context engineering and spec-driven development system that enables agents to work for long periods of time autonomously without losing track of the big picture. | 6 | 45.8 | +0.07 | ||
| #35 | evolver gplmcp-serverevolver: The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai | 7 | 45.1 | -0.09 | ||
| #40 | kimi-code mitkimi-code: The Starting Point for Next-Gen Agents. | 15 | 44.2 | -2.14 | ||
| #44 | loop-engineering mitloop-engineering: Practical reference and patterns for loop engineering, designing systems that prompt and orchestrate AI coding agents (inspired by Addy Osmani and Boris Cherny / Anthropic). | 7 | 42.9 | +0.05 | ||
| #48 | langchain mitlibrarylangchain: The agent engineering platform. | 7 | 41.9 | 0.00 | ||
| #51 | deepseek-harness mitdeepseek-harness: DeepSeek Harness: Everything is a Plugin. | 7 | 41.2 | +0.05 | ||
| #55 | langflow mitlangflow: Langflow is a powerful tool for building and deploying AI-powered agents and workflows. | 6 | 40.7 | 0.00 | ||
| #61 | autogen libraryautogen: A programming framework for agentic AI. | 5 | 39.6 | 0.00 | ||
| #63 | OpenBB OpenBB: Financial data platform for analysts, quants and AI agents. | 4 | 39.5 | 0.00 | ||
| #65 | botpress mitbotpress: The open-source hub to build & deploy GPT/LLM Agents ??????. | 1 | 39.1 | 0.00 | ||
| #74 | pentagi mitsaaspentagi: Fully autonomous AI Agents system capable of performing complex penetration testing tasks. | 42 | 37.8 | +4.34 | ||
| #75 | praisonai mitlibrarypraisonai: PraisonAI is an AI Agents Framework with Self Reflection. PraisonAI application combines PraisonAI Agents, AutoGen, and CrewAI into a low-code solution for building and managing multi-agent LLM systems, focusing on simplicity, customisation, and efficient human-agent collabora... | 37.8 | -0.02 | |||
| #79 | OpenCLI apache-2.0cliOpenCLI: Make Any Website & Tool Your CLI. A universal CLI Hub and AI-native runtime. Transform any website, Electron app, or local binary into a standardized command-line interface. Built for AI Agents to discover, learn, and execute tools seamlessly via a unified AGENT.md integration. | 1 | 37.3 | 0.00 | ||
| #82 | letta apache-2.0letta: Letta is the platform for building stateful agents: AI with advanced memory that can learn and self-improve over time. | 2 | 37.0 | 0.00 | ||
| #84 | cua mitlibrarycua: Open-source infrastructure for Computer-Use Agents. Sandboxes, SDKs, and benchmarks to train and evaluate AI agents that can control full desktops (macOS, Linux, Windows). | 1 | 36.5 | +0.02 | ||
| #87 | oh-my-openagent ide-pluginoh-my-openagent: omo; the best agent harness - previously oh-my-opencode. | 21 | 36.4 | -2.69 | ||
| #88 | skills mitlibraryskills: Public repository for Agent Skills. | 2 | 36.2 | 0.00 | ||
| #92 | OpenSandbox apache-2.0OpenSandbox: Secure, Fast, and Extensible Sandbox runtime for AI agents. | 1 | 35.7 | +0.00 | ||
| #97 | predikit mitpredikit: The missing bridge between your ML models and your AI agents. | 132 | 35.4 | +9.98 | ||
| #103 | owl owl: ???? OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation. | 3 | 35.0 | 0.00 | ||
| #105 | notebooklm-py mitclinotebooklm-py: Unofficial Python API and agentic skill for Google NotebookLM. Full programmatic access to NotebookLM's features—including capabilities the web UI doesn't expose—via Python, CLI, and AI agents like Claude Code, Codex, and OpenClaw. | 4 | 34.8 | 0.00 | ||
| #107 | awesome-design-md mitawesome-design-md: A collection of DESIGN.md files inspired by popular brand design systems. Drop one into your project and let coding agents generate a matching UI. | 3 | 34.2 | +0.00 | ||
| #110 | agent mitagent: Ship your code, on autopilot. An open source agent that lives on your machines 24/7 and keeps your apps running. ???? | 34 | 34.0 | -3.74 | ||
| #112 | GenAI_Agents GenAI_Agents: 50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems. | 2 | 33.8 | 0.00 | ||
| #115 | WrenAI cliWrenAI: GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into trusted dashboards, charts, and SQL across 20+ data sources, such as BigQuery, Snowflake, PostgreSQL, ClickHouse, Amazon Redshift,... | 27 | 33.6 | -2.36 | ||
| #118 | doc-haus saasdoc-haus: The open-source legal AI agent. Documents stay on your machine; redlines land in Word. Fork of OpenCode. | 4 | 33.5 | 0.00 | ||
| #122 | Bindu Bindu: Bindu: Turn any AI agent into a living microservice - interoperable, observable, composable. | 4 | 33.0 | 0.00 | ||
| #123 | tambo mittambo: Generative UI SDK for React. | 4 | 33.0 | 0.00 | ||
| #127 | harness-anything mitcliharness-anything: CLI harness for WPS Office -- let AI agents control Writer, Calc & Impress via COM automation. | 177 | 32.7 | +10.01 | ||
| #128 | opensquilla apache-2.0mcp-serveropensquilla: OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density. | 6 | 32.5 | +0.04 | ||
| #130 | eve apache-2.0libraryeve: The Framework for Building Agents. | 4 | 32.3 | +0.04 | ||
| #133 | PocketFlow-Tutorial-Codebase-Knowledge mitlibraryPocketFlow-Tutorial-Codebase-Knowledge: Pocket Flow: Codebase to Tutorial. | 5 | 32.2 | 0.00 | ||
| #135 | agent-squad apache-2.0libraryagent-squad: Flexible and powerful framework for managing multiple AI agents and handling complex conversations. | 5 | 31.9 | 0.00 | ||
| #138 | loushang apache-2.0loushang: AI-native coding orchestration platform: unified multi-model agent runtime with stateful sessions, tool governance, and traceable delivery. | 5 | 31.4 | +0.02 | ||
| #139 | PocketFlow mitlibraryPocketFlow: Pocket Flow: 100-line LLM framework. Let Agents build Agents! | 15 | 31.3 | -1.06 | ||
| #143 | ai mitai: Notes and operating profiles for working with AI coding agents. | 44 | 31.0 | -3.99 | ||
| #144 | Machine-Learning-Interviews mitide-pluginMachine-Learning-Interviews: This repo is meant to serve as a guide for Machine Learning/AI technical interviews. | 7 | 31.0 | 0.00 | ||
| #147 | composer-api mitcomposer-api: OpenAI-compatible API proxy for Cursor Composer. | 7 | 30.6 | 0.00 | ||
| #148 | Integuru agplInteguru: The first AI agent that builds permissionless integrations through reverse engineering platforms' internal APIs. | 54 | 30.6 | +3.45 | ||
| #150 | inkos agplcliinkos: Autonomous novel writing AI Agent ??? agents write, audit, and revise novels with human review gates. | 8 | 30.5 | 0.00 | ||
| #151 | UltraCode-Shim mitUltraCode-Shim: Give Claude Code's ultracode mode to ANY model you already pay for. A tiny local proxy + one config.json. Point your AI at AGENTS.md and it sets itself up. | 7 | 30.4 | 0.00 | ||
| #153 | intentkit mitsaasintentkit: IntentKit is an open-source, self-hosted cloud agent cluster that manages a collaborative team of AI agents for you. | 8 | 30.3 | 0.00 | ||
| #156 | awesome-agentic-ai-zh mitmcp-serverawesome-agentic-ai-zh: AI Agent 中文學習地圖 — 從零開始的結構化學習路徑，每階段有必做練習跟必修閱讀。三語對照（繁中／简中／English）。歡迎社群一起貢獻、優化內容。. | 10 | 30.1 | 0.00 | ||
| #161 | centaur saascentaur: Multiplayer, self-hosted, secure agents. | 8 | 29.7 | +0.07 | ||
| #170 | SOUL.md SOUL.md: This repo contains different Soul.md files each file is different and allow your agents to behave in unique interesting personality. | 7 | 29.3 | +0.06 | ||
| #172 | awesome-jev ide-pluginawesome-jev: A curated list of public projects, integrations, and discussions built on Jev — TypeSafe AI's System One model for typed decisions. | 6 | 29.2 | +0.13 | ||
| #175 | waoowaoo ide-pluginwaoowaoo: ???????????????????????? AI ?????????????????????Industry-first professional AI Agent platform for controllable film & video production. From shorts to live-action with Hollywood-standard workflows. | 7 | 29.0 | 0.00 | ||
| #179 | html-anything apache-2.0ide-pluginhtml-anything: ✨ The agentic HTML editor — your local AI agent writes the HTML, you ship it. 🚀 75 Skills × 9 Surfaces (magazine · deck · poster · XHS / tweet · prototype · data report · Hyperframes) 🛡️ Sandboxed preview · 📤 1-click to WeChat / X / Zhihu / HTML / PNG 🔑 Zero API key — Claude C... | 8 | 28.8 | 0.00 | ||
| #185 | vigils apache-2.0vigils: A local control plane for AI agents — see what they do, approve what matters, keep secrets out. Rust + Tauri + Chrome MV3. | 7 | 28.5 | 0.00 | ||
| #187 | Gamma-World ide-pluginGamma-World: Implementation of Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players. | 286 | 28.5 | +10.00 | ||
| #190 | science-superpowers science-superpowers: Composable computational-science methodology skills for AI research agents — pre-registration over TDD. A science-domain reimplementation of Superpowers. | 310 | 28.2 | +10.00 | ||
| #197 | dotcraft apache-2.0ide-plugindotcraft: AI Agent lives in your project. Open-source, self-hosted, multi-provider, highly scalable, powered by .NET. | 9 | 27.7 | 0.00 | ||
| #199 | AgentBench apache-2.0AgentBench: A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24). | 7 | 27.7 | 0.00 | ||
| #203 | TradingAgents-astock apache-2.0libraryTradingAgents-astock: 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。. | 6 | 27.3 | +0.01 | ||
| #206 | mempalace-evolve mitmempalace-evolve: Self-evolving memory palace for AI agents — persistent memory with automatic learning, knowledge graph, and multi-agent support. | 354 | 27.2 | +10.00 | ||
| #213 | LLM-Agents-Papers LLM-Agents-Papers: A repo lists papers related to LLM based agent. | 9 | 27.0 | 0.00 | ||
| #218 | sisyphus-academica mitsisyphus-academica: 20+ agent swarm producing research papers with verified citations, 6 novelty engines, and zero AI-isms. | 10 | 26.6 | 0.00 | ||
| #221 | lite-harness lite-harness: Unified Server for running OpenCode, Claude Code, Codex agents. | 10 | 26.6 | +0.02 | ||
| #223 | openpets mitmcp-serveropenpets: Desktop pets for AI coding agents. Install pets, connect Claude Code via MCP, and see live coding status on your desktop. | 13 | 26.6 | +0.00 | ||
| #225 | gensee-crate apache-2.0gensee-crate: Runtime safety for AI coding agents with real-time enforcement, system-event monitoring, and long-horizon provenance. Supports Claude Code and Codex on native macOS. | 11 | 26.3 | 0.00 | ||
| #229 | formal-verif-is-cool/verus-spec-gym formal-verif-is-cool/verus-spec-gym: AI coding agents are increasingly used to write real-world software, but ensuring that their outputs are correct remains a fundamental challenge. Formal verification offers a promising path: an agent generates code together with a machine-checked proof, guaranteeing that the c... | 11 | 26.0 | 0.00 | ||
| #234 | teleport mitteleport: Telegram bridge for AI coding agents (Claude Code, Codex, Gemini) — short reports out, short instructions back, no chat mirroring. | 12 | 25.7 | 0.00 | ||
| #239 | agentscope-ai/Trinity-RFT libraryagentscope-ai/Trinity-RFT: This work presents a general framework for training large language models (LLMs) to "Connect the Dots" (CoD), a meta-capability required by long-lifecycle agents: as an LLM-based AI agent gets deployed in an environment, it solves a long sequence of tasks while continuously ex... | 13 | 25.6 | 0.00 | ||
| #243 | brigade mitide-pluginbrigade: Brigade — Your personal intelligence, built enterprise-grade. | 6 | 25.2 | +0.12 | ||
| #244 | zerolang apache-2.0zerolang: The programming language for agents. | 4 | 24.9 | 0.00 | ||
| #246 | opentag mitopentag: Open-source @agent mentions for Slack and GitHub. OpenTag routes tagged requests to Codex, Claude Code, then returns results in thread. | 5 | 24.9 | 0.00 | ||
| #248 | evonic evonic: Open Agentic AI Platform - The home your agents deserve. | 3 | 24.8 | +0.10 | ||
| #250 | soplint mitsoplint: discovered AI agent. | 8 | 24.8 | 0.00 | ||
| #252 | reversa mitreversa: Transform legacy systems into executable specifications for AI coding agents. | 8 | 24.7 | +0.01 | ||
| #255 | forkd apache-2.0forkd: Fork microVMs sandbox from a warmed parent in 101 ms. | 6 | 24.5 | 0.00 | ||
| #261 | riskkernel apache-2.0mcp-serverriskkernel: Deterministic cost / loop / time budgets · full observability · crash-resumable runs · human-approval gates · a memory you own. Self-hosted. Your keys. No telemetry. Point it at your existing agents - one env var. | 22 | 24.3 | -0.73 | ||
| #264 | sandboxd mitsaassandboxd: Self-hosted dev sandboxes with preview URLs. One command. No Kubernetes, perfect for coding agents and Saas factories | 6 | 24.1 | 0.00 | ||
| #266 | zero zero: The programming language for agents. | 20 | 24.0 | -0.67 | ||
| #270 | hive mithive: Run your company with AI agents. Open source harness for operating a full company with specialized Claude Code squads. | 6 | 23.9 | 0.00 | ||
| #277 | Tiger Tiger: Neuralink for your AI Agents - LangChain - Autogen - CrewAI. | NEW | 23.8 | — | ||
| #279 | LLMCompiler mitlibraryLLMCompiler: [ICML 2024] LLMCompiler: An LLM Compiler for Parallel Function Calling. | 10 | 23.8 | 0.00 | ||
| #280 | awesome-evals libraryawesome-evals: A curated, non-BS library of the best resources for building and evaluating AI agents — papers, blogs, talks, tools, benchmarks. Maintained by BenchFlow. | 48 | 23.8 | -1.63 | ||
| #284 | files-sdk mitfiles-sdk: A unified storage SDK for object and blob backends. One small, honest API. Web-standards I/O. | 53 | 23.6 | -1.77 | ||
| #285 | splash apache-2.0splash: A local inference engine for Apple silicon, built around the model. | 8 | 23.6 | +0.21 | ||
| #290 | agent-to-merchant-payments agent-to-merchant-payments: Payments are broken for AI agents. Snaplii unlocks real-world commerce with a safe, tokenized payment layer ??? powered by 500+ merchant gift cards ??? and is the only one that actually saves you money (up to 10% per transaction), on top of any existing deals or promotions. | 14 | 23.4 | 0.00 | ||
| #291 | opencode-harness mitopencode-harness: Clean-room, model-agnostic harness for Claude Code-class coding agents. | 13 | 23.4 | 0.00 | ||
| #294 | code-act mitlibrarycode-act: Official Repo for ICML 2024 paper "Executable Code Actions Elicit Better LLM Agents" by Xingyao Wang, Yangyi Chen, Lifan Yuan, Yizhe Zhang, Yunzhu Li, Hao Peng, Heng Ji. | 14 | 23.3 | 0.00 | ||
| #304 | awesome-jev-typesafe awesome-jev-typesafe: Typed decisions with TypeSafe's Jev, the first System One model. | 9 | 23.0 | +0.11 | ||
| #308 | claimpilot-harness mitclaimpilot-harness: Crash-test insurance claim AI agents before production. | 14 | 22.9 | 0.00 | ||
| #312 | PaperGuru-Benchmark PaperGuru-Benchmark: Lifecycle-Aware Memory for long-horizon LLM agents — 66.05% on PaperBench, 94.66% on SurveyBench, 10 peer-reviewed acceptances at FSE/ICML/TOSEM/AEI/ICoGB | 12 | 22.8 | 0.00 |
Browse all sectors at /sectors.