Cohort of 430 admitted agents tagged capability:multi-agent. Composite below is the cohort's average AgentScore.
| Cmp | Rank | Agent | 24h | Score | Δ24h | Watch |
|---|---|---|---|---|---|---|
| #5 | 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... | 315 | 65.6 | +47.02 | ||
| #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 | ||
| #19 | 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... | 8 | 58.8 | +0.25 | ||
| #24 | 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,... | 335 | 57.6 | +42.45 | ||
| #33 | 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... | 66 | 56.6 | +25.67 | ||
| #35 | 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... | 29 | 56.3 | -5.25 | ||
| #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". | 45 | 52.8 | +13.26 | ||
| #16 | 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. | 1 | 52.5 | +0.90 | ||
| #17 | 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... | 7 | 52.2 | -1.62 | ||
| #71 | 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. | 198 | 52.2 | +31.12 | ||
| #19 | firecrawl agplfirecrawl: ???? The API to search, scrape, and interact with the web for AI. | 3 | 51.6 | 0.00 | ||
| #20 | CowAgent mitmcp-serverCowAgent: CowAgent (chatgpt-on-wechat) ???????????????????????????AI?????????????????????????????????????????????????????????????????????????????????????????????Skills???????????????????????????????????????????????????OpenClaw?????????????????????????????????????????????????????????????????????QQ??????????????????????????????????????????DeepSeek/OpenAI/Claude/Gemini/ MiniMax/Qwen/GLM/LinkAI?????????????????????????????????????????????????????????????????????AI??????????????????????????????. | 37 | 51.3 | +11.80 | ||
| #21 | 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. | 4 | 51.3 | -0.06 | ||
| #22 | agentscope apache-2.0mcp-serveragentscope: Build and run agents you can see, understand and trust. | 4 | 50.3 | 0.00 | ||
| #23 | awesome-llm-apps apache-2.0awesome-llm-apps: 100+ AI Agent & RAG apps you can actually run ??? clone, customize, ship. | 4 | 50.1 | 0.00 | ||
| #24 | CopilotKit mitCopilotKit: The Frontend Stack for Agents & Generative UI. React + Angular. Makers of the AG-UI Protocol | 2 | 49.9 | +0.75 | ||
| #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. | 35 | 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 | ||
| #109 | 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... | 89 | 46.3 | -5.04 | ||
| #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 | ||
| #110 | 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... | 40 | 45.7 | +7.70 | ||
| #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 | ||
| #113 | 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... | 87 | 45.0 | -3.79 | ||
| #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 | ||
| #129 | 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... | 32 | 42.6 | +11.38 | ||
| #48 | langchain mitlibrarylangchain: The agent engineering platform. | 7 | 41.9 | 0.00 | ||
| #134 | 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... | 65 | 41.8 | +17.93 | ||
| #51 | deepseek-harness mitdeepseek-harness: DeepSeek Harness: Everything is a Plugin. | 7 | 41.2 | +0.05 | ||
| #54 | langflow mitlangflow: Langflow is a powerful tool for building and deploying AI-powered agents and workflows. | 5 | 40.7 | 0.00 | ||
| #60 | autogen libraryautogen: A programming framework for agentic AI. | 4 | 39.6 | 0.00 | ||
| #62 | OpenBB OpenBB: Financial data platform for analysts, quants and AI agents. | 2 | 39.5 | 0.00 | ||
| #64 | botpress mitbotpress: The open-source hub to build & deploy GPT/LLM Agents ??????. | 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 | ||
| #152 | 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... | 10 | 36.7 | +11.44 | ||
| #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 | ||
| #157 | Qwen: Qwen3.7 Flash saasQwen: Qwen3.7 Flash: Qwen3.7 Flash is a vision-language reasoning model from Alibaba. It is suited for multimodal agents, visual coding, search, and computer interaction, with strengths in object recognition, spatial understanding, and real-world... | 38 | 35.5 | +9.97 | ||
| #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 | ||
| #172 | DeepSeek: DeepSeek V4 Flash Vision Exp saasDeepSeek: DeepSeek V4 Flash Vision Exp: DeepSeek V4 Flash Vision Exp is an experimental vision-enabled version of [DeepSeek V4 Flash 0731](https://openrouter.ai/deepseek/deepseek-v4-flash-0731) from DeepSeek, adding image understanding while matching the base model on text capabilities including agents,... | 26 | 34.2 | +10.26 | ||
| #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 | ||
| #117 | doc-haus saasdoc-haus: The open-source legal AI agent. Documents stay on your machine; redlines land in Word. Fork of OpenCode. | 3 | 33.5 | 0.00 | ||
| #184 | inclusionAI: Ring-2.6-1T saasinclusionAI: Ring-2.6-1T: Ring-2.6-1T is a 1T-parameter-scale thinking model with 63B active parameters, built for real-world agent workflows that require both strong capability and operational efficiency. It is optimized for coding agents, tool... | 77 | 33.3 | +4.55 | ||
| #186 | 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... | 38 | 33.2 | +10.30 | ||
| #121 | Bindu Bindu: Bindu: Turn any AI agent into a living microservice - interoperable, observable, composable. | 3 | 33.0 | 0.00 | ||
| #122 | tambo mittambo: Generative UI SDK for React. | 3 | 33.0 | 0.00 | ||
| #126 | harness-anything mitcliharness-anything: CLI harness for WPS Office -- let AI agents control Writer, Calc & Impress via COM automation. | 178 | 32.7 | +10.01 | ||
| #127 | opensquilla apache-2.0mcp-serveropensquilla: OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density. | 5 | 32.5 | +0.04 | ||
| #129 | eve apache-2.0libraryeve: The Framework for Building Agents. | 3 | 32.3 | +0.04 | ||
| #132 | PocketFlow-Tutorial-Codebase-Knowledge mitlibraryPocketFlow-Tutorial-Codebase-Knowledge: Pocket Flow: Codebase to Tutorial. | 4 | 32.2 | 0.00 | ||
| #134 | agent-squad apache-2.0libraryagent-squad: Flexible and powerful framework for managing multiple AI agents and handling complex conversations. | 4 | 31.9 | 0.00 | ||
| #137 | loushang apache-2.0loushang: AI-native coding orchestration platform: unified multi-model agent runtime with stateful sessions, tool governance, and traceable delivery. | 4 | 31.4 | +0.02 | ||
| #138 | PocketFlow mitlibraryPocketFlow: Pocket Flow: 100-line LLM framework. Let Agents build Agents! | 14 | 31.3 | -1.06 | ||
| #142 | ai mitai: Notes and operating profiles for working with AI coding agents. | 43 | 31.0 | -3.99 | ||
| #143 | Machine-Learning-Interviews mitide-pluginMachine-Learning-Interviews: This repo is meant to serve as a guide for Machine Learning/AI technical interviews. | 6 | 31.0 | 0.00 | ||
| #146 | composer-api mitcomposer-api: OpenAI-compatible API proxy for Cursor Composer. | 6 | 30.6 | 0.00 | ||
| #147 | Integuru agplInteguru: The first AI agent that builds permissionless integrations through reverse engineering platforms' internal APIs. | 55 | 30.6 | +3.45 | ||
| #149 | inkos agplcliinkos: Autonomous novel writing AI Agent ??? agents write, audit, and revise novels with human review gates. | 7 | 30.6 | +0.00 | ||
| #225 | Cohere: Command R7B (12-2024) saasCohere: Command R7B (12-2024): Command R7B (12-2024) is a small, fast update of the Command R+ model, delivered in December 2024. It excels at RAG, tool use, agents, and similar tasks requiring complex reasoning... | 101 | 30.5 | +5.04 | ||
| #150 | 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. | 6 | 30.4 | 0.00 | ||
| #152 | intentkit mitsaasintentkit: IntentKit is an open-source, self-hosted cloud agent cluster that manages a collaborative team of AI agents for you. | 7 | 30.3 | 0.00 | ||
| #155 | 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。. | 9 | 30.1 | 0.00 | ||
| #160 | centaur saascentaur: Multiplayer, self-hosted, secure agents. | 7 | 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. | 285 | 28.5 | +10.00 | ||
| #189 | 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 | ||
| #196 | dotcraft apache-2.0ide-plugindotcraft: AI Agent lives in your project. Open-source, self-hosted, multi-provider, highly scalable, powered by .NET. | 8 | 27.7 | 0.00 | ||
| #198 | AgentBench apache-2.0AgentBench: A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24). | 6 | 27.7 | 0.00 | ||
| #202 | 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。. | 5 | 27.3 | +0.01 | ||
| #205 | 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 | ||
| #281 | Anthropic: Claude Sonnet 4.5 saasAnthropic: Claude Sonnet 4.5: Claude Sonnet 4.5 is Anthropic???s most advanced Sonnet model to date, optimized for real-world agents and coding workflows. It delivers state-of-the-art performance on coding benchmarks such as SWE-bench Verified, with... | 33 | 27.0 | +8.13 | ||
| #212 | LLM-Agents-Papers LLM-Agents-Papers: A repo lists papers related to LLM based agent. | 8 | 27.0 | 0.00 | ||
| #217 | sisyphus-academica mitsisyphus-academica: 20+ agent swarm producing research papers with verified citations, 6 novelty engines, and zero AI-isms. | 9 | 26.6 | 0.00 | ||
| #220 | lite-harness lite-harness: Unified Server for running OpenCode, Claude Code, Codex agents. | 9 | 26.6 | +0.02 | ||
| #222 | openpets mitmcp-serveropenpets: Desktop pets for AI coding agents. Install pets, connect Claude Code via MCP, and see live coding status on your desktop. | 12 | 26.6 | +0.00 | ||
| #289 | xAI: Grok 4.20 Multi-Agent saasxAI: Grok 4.20 Multi-Agent: Grok 4.20 Multi-Agent is a variant of xAI???s Grok 4.20 designed for collaborative, agent-based workflows. Multiple agents operate in parallel to conduct deep research, coordinate tool use, and synthesize information... | 4 | 26.5 | +6.39 | ||
| #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. | 7 | 25.2 | +0.12 | ||
| #244 | zerolang apache-2.0zerolang: The programming language for agents. | 5 | 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. | 6 | 24.9 | 0.00 |
Browse all sectors at /sectors.