Cohort of 763 admitted agents tagged capability:multi-agent. Composite below is the cohort's average AgentScore.
| Cmp | Rank | Agent | 24h | Score | Δ24h | Watch |
|---|---|---|---|---|---|---|
| #7 | Meta: Muse Spark 1.3 saasMeta: Muse Spark 1.3: Muse Spark 1.3 is a multimodal reasoning model from Meta for long-running agentic, multi-agent, and coding workflows. It is designed to keep track of information across extended tasks, work through... | 61.3 | +0.01 | |||
| #2 | 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. | 1 | 58.5 | +0.07 | ||
| #19 | Google: Gemini 4 Argon saasGoogle: Gemini 4 Argon: Gemini 4 Argon is Google's flagship reasoning model, built for complex software engineering, deep mathematical and scientific problem solving, and autonomous multi-step agents. Google trained it to keep context across... | 3 | 57.5 | +0.22 | ||
| #27 | MoonshotAI: Kimi K2.6 saasMoonshotAI: Kimi K2.6: Kimi K2.6 is Moonshot AI's next-generation multimodal model, designed for long-horizon coding, coding-driven UI/UX generation, and multi-agent orchestration. It handles complex end-to-end coding tasks across Python, Rust, and Go, and... | 15 | 55.7 | +2.70 | ||
| #31 | MoonshotAI: Kimi K2.5 saasMoonshotAI: Kimi K2.5: Kimi K2.5 is Moonshot AI's native multimodal model, delivering state-of-the-art visual coding capability and a self-directed agent swarm paradigm. Built on Kimi K2 with continued pretraining over approximately 15T mixed... | 1 | 54.7 | +0.31 | ||
| #39 | Anthropic: Claude Sonnet 5 saasAnthropic: Claude Sonnet 5: Sonnet 5 is Anthropic's most capable Sonnet-class model, with frontier performance across coding, agents, and professional work. It supports adaptive thinking with selectable reasoning effort levels (low, medium, high, max,... | 53.5 | +0.01 | |||
| #41 | MiniMax: MiniMax M2.7 saasMiniMax: MiniMax M2.7: MiniMax-M2.7 is a next-generation large language model designed for autonomous, real-world productivity and continuous improvement. Built to actively participate in its own evolution, M2.7 integrates advanced agentic capabilities through multi-agent... | 4 | 53.0 | +0.41 | ||
| #15 | OmniRoute mitmcp-serverOmniRoute: Never stop coding. Free MIT AI gateway: one endpoint, 375 providers (150+ free), 1,400+ models Kimi, Claude, GPT, Gemini, GLM, DeepSeek, MiniMax. Works with Claude Code, Codex, Cursor, OpenCode, Cline & Copilot. Quota-aware auto-fallback, RTK+Caveman compression saves 15-95% t... | 1 | 51.9 | +0.01 | ||
| #17 | gemini-cli apache-2.0mcp-servergemini-cli: An open-source AI agent that brings the power of Gemini directly into your terminal. | 2 | 51.0 | -0.11 | ||
| #20 | 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... | 22 | 50.2 | +1.74 | ||
| #24 | firecrawl agplfirecrawl: ???? The API to search, scrape, and interact with the web for AI. | 3 | 50.0 | -0.76 | ||
| #27 | 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. | 8 | 49.8 | -1.14 | ||
| #28 | deepseek-harness mitdeepseek-harness: DeepSeek Harness: Everything is a Plugin. | 3 | 49.3 | +0.00 | ||
| #33 | nanobot mitnanobot: "???? nanobot: The Ultra-Lightweight Personal AI Agent". | 10 | 48.9 | -1.63 | ||
| #34 | siyuan agplmcp-serversiyuan: An open-source, privacy-first, self-hosted knowledge workspace where humans and AI agents work together 开源、隐私优先、自托管的知识工作空间，让人与智能体在此协作. | 6 | 48.8 | +0.09 | ||
| #35 | QwenPaw apache-2.0mcp-serverQwenPaw: Your Personal AI Assistant; easy to install, deploy on your own machine or on the cloud; supports multiple chat apps with easily extensible capabilities. | 3 | 48.7 | -0.06 | ||
| #37 | cherry-studio agplclicherry-studio: AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs | 4 | 48.6 | +0.09 | ||
| #38 | Vibe-Trading mitmcp-serverVibe-Trading: "Vibe-Trading: Your Personal Trading Agent". | 5 | 48.2 | -0.03 | ||
| #40 | awesome-llm-apps apache-2.0awesome-llm-apps: 100+ AI Agent & RAG apps you can actually run ??? clone, customize, ship. | 8 | 48.1 | +0.67 | ||
| #41 | paperclip mitclipaperclip: The open-source app everyone uses to manage agents at work. | 6 | 48.0 | -1.10 | ||
| #43 | 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. | 21 | 47.8 | -2.74 | ||
| #44 | CowAgent mitmcp-serverCowAgent: CowAgent (chatgpt-on-wechat) ???????????????????????????AI?????????????????????????????????????????????????????????????????????????????????????????????Skills???????????????????????????????????????????????????OpenClaw?????????????????????????????????????????????????????????????????????QQ??????????????????????????????????????????DeepSeek/OpenAI/Claude/Gemini/ MiniMax/Qwen/GLM/LinkAI?????????????????????????????????????????????????????????????????????AI??????????????????????????????. | 2 | 47.8 | 0.00 | ||
| #45 | CopilotKit mitCopilotKit: The Frontend Stack for Agents & Generative UI. React + Angular. Makers of the AG-UI Protocol | 15 | 47.7 | -1.59 | ||
| #46 | cs249r_book cs249r_book: Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai | 1 | 47.7 | +0.00 | ||
| #47 | ai-agents-for-beginners mitlibraryai-agents-for-beginners: 18 Lessons to Get Started Building AI Agents. | 13 | 47.7 | -1.49 | ||
| #48 | 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. | 11 | 47.5 | -1.56 | ||
| #95 | Google: Gemini 3.5 Flash Lite saasGoogle: Gemini 3.5 Flash Lite: Gemini 3.5 Flash Lite is a high-efficiency model from Google with upgraded agentic capabilities. It is suited for subagents that execute focused tasks within complex, multi-agent workflows. | 2 | 47.1 | -0.03 | ||
| #49 | hindsight mithindsight: Hindsight: Agent Memory That Learns. | 1 | 47.0 | -0.00 | ||
| #50 | huginn mithuginn: Create agents that monitor and act on your behalf. Your agents are standing by! | 1 | 47.0 | -0.08 | ||
| #53 | agentscope apache-2.0mcp-serveragentscope: Build and run agents you can see, understand and trust. | 46.7 | +0.00 | |||
| #57 | anything-llm mitsaasanything-llm: Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience | 1 | 45.7 | +0.05 | ||
| #115 | NVIDIA: Nemotron 3 Super saasNVIDIA: Nemotron 3 Super: NVIDIA Nemotron 3 Super is a 120B-parameter open hybrid MoE model, activating just 12B parameters for maximum compute efficiency and accuracy in complex multi-agent applications. Built on a hybrid Mamba-Transformer... | 1 | 44.7 | -1.13 | ||
| #67 | mobilerun mitmobilerun: Automate your mobile devices with natural language commands - an LLM agnostic mobile Agent ????. | 1 | 44.2 | +0.00 | ||
| #68 | 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). | 11 | 44.2 | +1.36 | ||
| #69 | 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,... | 2 | 44.1 | -0.19 | ||
| #72 | oh-my-openagent ide-pluginoh-my-openagent: omo; the best agent harness - previously oh-my-opencode. | 1 | 43.7 | -0.02 | ||
| #77 | 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. | 43.0 | +0.01 | |||
| #78 | GenAI_Agents GenAI_Agents: 50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems. | 42.9 | +0.00 | |||
| #127 | Qwen: Qwen3 Coder Next saasQwen: Qwen3 Coder Next: Qwen3-Coder-Next is an open-weight causal language model optimized for coding agents and local development workflows. It uses a sparse MoE design with 80B total parameters and only 3B activated per... | 18 | 42.5 | +2.20 | ||
| #83 | evolver gplmcp-serverevolver: The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai | 2 | 42.3 | +0.00 | ||
| #130 | Anthropic: Claude Opus 4.7 saasAnthropic: Claude Opus 4.7: Opus 4.7 is the next generation of Anthropic's Opus family, built for long-running, asynchronous agents. Building on the coding and agentic strengths of Opus 4.6, it delivers stronger performance on... | 1 | 42.2 | +0.04 | ||
| #86 | 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. | 9 | 42.0 | +0.62 | ||
| #88 | solidcraft apache-2.0mcp-serversolidcraft: An open-source, clean-room reimplementation of Autodesk Fusion 360 in pure Rust. Parametric 3D CAD for desktop, browser, and AI agents via MCP. | 1 | 42.0 | -0.04 | ||
| #91 | autogen libraryautogen: A programming framework for agentic AI. | 25 | 41.9 | -2.44 | ||
| #94 | agents-course apache-2.0agents-course: This repository contains the Hugging Face Agents Course. | 3 | 41.4 | +0.00 | ||
| #95 | pandacode pandacode: PandaCode: a calm desktop workspace for coding agents. | 1 | 41.4 | -0.06 | ||
| #96 | splash apache-2.0splash: A local inference engine for Apple silicon, built around the model. | 2 | 41.4 | +0.02 | ||
| #97 | coucou mitcoucou: A tiny friend that lives in your notch (macOS) or at the top of your screen (Windows) and keeps an eye on your Claude Code sessions. | 2 | 41.3 | +0.01 | ||
| #98 | langchain mitlibrarylangchain: The agent engineering platform. | 18 | 41.2 | +1.75 | ||
| #100 | awesome-agents awesome-agents: 🤖 Awesome list of AI Agents. | 41.0 | +0.02 | |||
| #101 | bla mitmcp-serverbla: 🛡️ BLA (Blind LLM Agents) — Adversarial defense shield that protects binaries, Electron apps, JS bundles, Python, and WebAssembly against AI reverse-engineering agents like REA. Poison -> Exhaust -> Hallucinate. | 13 | 41.0 | +1.26 | ||
| #102 | agent-autoloop mitmcp-serveragent-autoloop: 让你的命令行 Agent 在后台自己接活、自己跟进到底；平时不烦你，遇到拿不准的事才发卡片找你拍板。. | 3 | 41.0 | +0.19 | ||
| #103 | eve apache-2.0libraryeve: The Framework for Building Agents. | 31 | 40.9 | -2.72 | ||
| #104 | kimi-code mitkimi-code: The Starting Point for Next-Gen Agents. | 2 | 40.9 | +0.14 | ||
| #107 | 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. | 13 | 40.7 | -1.06 | ||
| #117 | openalgo agpllibraryopenalgo: The Open Source Trading Ecosystem for Everyone. | 5 | 39.9 | +0.00 | ||
| #150 | Anthropic: Claude Opus 4.6 saasAnthropic: Claude Opus 4.6: Opus 4.6 is Anthropic???s strongest model for coding and long-running professional tasks. It is built for agents that operate across entire workflows rather than single prompts, making it especially effective... | 1 | 39.6 | +0.41 | ||
| #120 | skills mitide-pluginskills: Public repository for Agent Skills. | 18 | 39.3 | -1.50 | ||
| #124 | geo-sleuth mitcligeo-sleuth: An agent skill that finds where a photo was taken — OpenStreetMap geometry, elevation skylines, satellite imagery and street view — and shows its work. Works with Claude Code, Codex, Cursor, Gemini CLI, OpenCode and GitHub Copilot. | 1 | 38.9 | +0.03 | ||
| #154 | Anthropic: Claude Sonnet 4.6 saasAnthropic: Claude Sonnet 4.6: Sonnet 4.6 is Anthropic's most capable Sonnet-class model yet, with frontier performance across coding, agents, and professional work. It excels at iterative development, complex codebase navigation, end-to-end project management with... | 38.5 | -0.07 | |||
| #131 | centaur saascentaur: Multiplayer, self-hosted, secure agents. | 2 | 38.5 | +0.25 | ||
| #132 | agent-purge mitagent-purge: One persona, many coding agents. Replace or inject system prompts across codex, claude, opencode, grok, omp, hermes, pi, zcode - with a local web console. | 2 | 38.4 | +0.29 | ||
| #133 | langflow mitlangflow: Langflow is a powerful tool for building and deploying AI-powered agents and workflows. | 16 | 38.1 | -1.30 | ||
| #135 | 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。. | 3 | 37.9 | -0.01 | ||
| #136 | AgentGuide ide-pluginAgentGuide: https://adongwanai.github.io/AgentGuide | AI Agent开发指南 | LangGraph实战 | 高级RAG | 转行大模型 | 大模型面试 | 算法工程师 | 面试题库 | 强化学习｜数据合成 | 3 | 37.8 | +0.01 | ||
| #146 | iCode apache-2.0iCode: A lightweight, extensible, fully offline development platform and agent/workflow toolkit for the AI era, with an intuitive TUI, easy deployment, and complete control over your data, agents, and workflows. | 6 | 37.4 | -0.01 | ||
| #150 | 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... | 35 | 37.1 | -2.49 | ||
| #151 | 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。. | 7 | 37.1 | -0.25 | ||
| #154 | sideshow mitide-pluginsideshow: A live visual surface for terminal coding agents — agents draw HTML snippets, you watch and comment back. | 5 | 36.9 | 0.00 | ||
| #157 | lemo-opuscar ide-pluginlemo-opuscar: 39 film styles, each a reusable style prompt plus a short film made entirely in code by Claude Opus 5.5. Pick a style, bring your own story, and let your agent direct. | Opus5.5 x 39 种影片风格：风格提示词 + 纯代码样片 + 导演与技术指南 | 6 | 36.6 | +0.02 | ||
| #158 | 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). | 3 | 36.6 | +0.07 | ||
| #160 | owl owl: ???? OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation. | 6 | 36.5 | 0.00 | ||
| #165 | Meta: Muse Spark 1.3 Contributor saasMeta: Muse Spark 1.3 Contributor: Muse Spark 1.3 Contributor is the cost-efficient contributor tier of Meta’s multimodal reasoning model for experimentation, learning, and early-stage agentic, multi-agent, and coding workflows. It is designed to track information... | 1 | 36.5 | -0.04 | ||
| #161 | forkd apache-2.0forkd: Fork microVMs sandbox from a warmed parent in 101 ms. | 8 | 36.5 | -0.09 | ||
| #163 | hermes-official-plugins mitide-pluginhermes-official-plugins: ☤ The official plugins for Hermes Agent, built and maintained by Nous Research: Home Assistant, Spotify, Claude Subscription DirectSDK and more, one install away from the Hermes plugin catalog. | 6 | 36.3 | +0.13 | ||
| #164 | botpress mitbotpress: The open-source hub to build & deploy GPT/LLM Agents ??????. | 22 | 36.1 | -1.21 | ||
| #167 | DeepSeek-Bot apache-2.0DeepSeek-Bot: A team of long-lived bots for DeepSeek Harness, with main bots, bot-to-bot messages and group chats. | 5 | 36.0 | +0.01 | ||
| #168 | OpenBB OpenBB: Financial data platform for analysts, quants and AI agents. | 2 | 35.9 | +0.00 | ||
| #175 | fastbrowse mitfastbrowse: A fast browser agent: Jev picks each action from what is on the page, an LLM reads and plans, and every claim in an answer cites a quote from the page. | 4 | 35.6 | +0.07 | ||
| #176 | earshot mitmcp-serverearshot: Ears for coding agents: let AI hear, review and make sound. CPU-only, open source. | 4 | 35.6 | +0.03 | ||
| #180 | agent-office mitagent-office: A cartoon 3D office where your team hires Claude Code workers at desks, shares live terminals, talks over voice, and tracks GitHub issues and PRs. | 22 | 35.4 | -0.73 | ||
| #181 | 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 | 35.4 | 0.00 | ||
| #185 | doc-haus saasdoc-haus: The open-source legal AI agent. Documents stay on your machine; redlines land in Word. Fork of OpenCode. | 62 | 35.3 | +2.50 | ||
| #191 | 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... | 1 | 34.9 | +0.00 | ||
| #192 | pentagi mitsaaspentagi: Fully autonomous AI Agents system capable of performing complex penetration testing tasks. | 34.9 | +0.06 | |||
| #199 | reelmimic mitide-pluginreelmimic: Show it a video you love. Get a new video in the same style. An AI crew (Claude Code or Codex) plans, builds and reviews it with you. | 8 | 34.7 | +0.28 | ||
| #202 | awesome-jev-typesafe awesome-jev-typesafe: Typed decisions with TypeSafe's Jev, the first System One model. | 34.6 | 0.00 | |||
| #206 | Front-End-Checklist ide-pluginFront-End-Checklist: 🗂 The essential checklist for modern web development, for humans and AI agents. | 1 | 34.5 | 0.00 | ||
| #210 | 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. | 2 | 34.4 | +0.00 | ||
| #211 | agentops libraryagentops: 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 CamelAI | 2 | 34.4 | 0.00 | ||
| #176 | Meta: Muse Glimmer 30B saasMeta: Muse Glimmer 30B: Muse Glimmer 30B is a dense, open-weight multimodal model from Meta Superintelligence Labs, distilled from Muse Spark and optimized for autonomous agents on consumer hardware. It is suited for long-horizon... | 3 | 34.4 | +0.53 | ||
| #215 | awesome-multi-agent-papers awesome-multi-agent-papers: A compilation of the best multi-agent papers. | 2 | 34.1 | +0.00 | ||
| #216 | PageIndex mitPageIndex: 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG. | 2 | 34.1 | +0.01 | ||
| #217 | pi-optchat pi-optchat: Persistent infinite memory with profiles, background agents, and conversation imports for Pi. | 19 | 34.1 | +0.68 | ||
| #219 | 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... | 9 | 34.1 | -0.31 | ||
| #225 | junction mitide-pluginjunction: VS Code chat sidebar for local AI coding agents. | 4 | 33.9 | +0.15 | ||
| #226 | loom apache-2.0loom: An open delivery harness that turns Claude Code, Codex, OpenCode, and other coding agents into repeatable software delivery systems. | 33.9 | +0.03 | |||
| #229 | Tiger Tiger: Neuralink for your AI Agents - LangChain - Autogen - CrewAI. | 2 | 33.9 | 0.00 | ||
| #231 | squidbrake apache-2.0mcp-serversquidbrake: Brakes for your AI agents: every tool call is checked against your rules, held for human approval when risky, and recorded in a tamper-evident audit trail. Works with Claude Code and any MCP app. | 7 | 33.7 | -0.17 | ||
| #232 | strands-decider apache-2.0ide-pluginstrands-decider: A small, fast decision model, or system one model, for agentic workflows. Pick between options or rate on a scale faster than an LLM, with a calibrated confidence on every decision. | 2 | 33.7 | +0.02 |
Browse all sectors at /sectors.