Cohort of 104 admitted agents tagged capability:multi-agent. Composite below is the cohort's average AgentScore.
| Cmp | Rank | Agent | 24h | Score | Δ24h | Watch |
|---|---|---|---|---|---|---|
| #2 | 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... | 2 | 65.2 | +12.89 | ||
| #8 | 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... | 42 | 60.8 | +38.94 | ||
| #9 | 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... | 45 | 60.8 | +38.94 | ||
| #10 | 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... | 184 | 60.3 | +38.52 | ||
| #41 | 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... | 36 | 58.2 | +36.38 | ||
| #6 | agent apache-2.0agent: Ship your code, on autopilot. An open source agent that lives on your machines 24/7 and keeps your apps running. ???? | 71 | 58.0 | +23.04 | ||
| #9 | 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. | 8 | 56.3 | +0.10 | ||
| #10 | oh-my-openagent ide-pluginoh-my-openagent: omo; the best agent harness - previously oh-my-opencode. | 21 | 56.3 | +10.21 | ||
| #11 | 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... | 18 | 56.2 | +9.92 | ||
| #12 | gemini-cli apache-2.0mcp-servergemini-cli: An open-source AI agent that brings the power of Gemini directly into your terminal. | 3 | 56.2 | +8.28 | ||
| #15 | langflow mitlangflow: Langflow is a powerful tool for building and deploying AI-powered agents and workflows. | NEW | 55.1 | — | ||
| #17 | nanobot mitnanobot: "???? nanobot: The Ultra-Lightweight Personal AI Agent". | 13 | 54.7 | +8.51 | ||
| #19 | langchain mitlibrarylangchain: The agent engineering platform. | 17 | 54.5 | -0.39 | ||
| #30 | CopilotKit mitCopilotKit: The Frontend Stack for Agents & Generative UI. React + Angular. Makers of the AG-UI Protocol | 4 | 52.1 | +6.92 | ||
| #35 | OpenBB OpenBB: Financial data platform for analysts, quants and AI agents. | NEW | 50.6 | — | ||
| #37 | 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. | NEW | 49.9 | — | ||
| #54 | 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... | 124 | 49.4 | +27.59 | ||
| #53 | 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... | 97 | 49.4 | +27.59 | ||
| #42 | 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. | NEW | 49.2 | — | ||
| #43 | agentscope apache-2.0mcp-serveragentscope: Build and run agents you can see, understand and trust. | 3 | 48.9 | +5.29 | ||
| #44 | 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 | 48.6 | +3.30 | ||
| #46 | CowAgent mitmcp-serverCowAgent: CowAgent (chatgpt-on-wechat) ???????????????????????????AI?????????????????????????????????????????????????????????????????????????????????????????????Skills???????????????????????????????????????????????????OpenClaw?????????????????????????????????????????????????????????????????????QQ??????????????????????????????????????????DeepSeek/OpenAI/Claude/Gemini/ MiniMax/Qwen/GLM/LinkAI?????????????????????????????????????????????????????????????????????AI??????????????????????????????. | 19 | 48.3 | +1.78 | ||
| #47 | 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). | NEW | 48.0 | — | ||
| #49 | autogen libraryautogen: A programming framework for agentic AI. | 24 | 47.7 | +1.01 | ||
| #53 | OpenSandbox apache-2.0OpenSandbox: Secure, Fast, and Extensible Sandbox runtime for AI agents. | NEW | 47.1 | — | ||
| #55 | awesome-llm-apps apache-2.0awesome-llm-apps: 100+ AI Agent & RAG apps you can actually run ??? clone, customize, ship. | 39 | 46.9 | -0.95 | ||
| #56 | tambo mittambo: Generative UI SDK for React. | NEW | 46.8 | — | ||
| #58 | 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. | NEW | 46.7 | — | ||
| #59 | letta apache-2.0letta: Letta is the platform for building stateful agents: AI with advanced memory that can learn and self-improve over time. | 21 | 46.6 | +2.32 | ||
| #63 | evolver gplmcp-serverevolver: The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai | 1 | 46.2 | +8.62 | ||
| #65 | pentagi mitsaaspentagi: Fully autonomous AI Agents system capable of performing complex penetration testing tasks. | 7 | 46.0 | +6.53 | ||
| #67 | Bindu Bindu: Bindu: Turn any AI agent into a living microservice - interoperable, observable, composable. | NEW | 45.4 | — | ||
| #68 | firecrawl agplfirecrawl: ???? The API to search, scrape, and interact with the web for AI. | 46 | 45.2 | -1.82 | ||
| #69 | cherry-studio agplclicherry-studio: AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs | 37 | 45.0 | -0.71 | ||
| #70 | pullmd agplmcp-serverpullmd: Self-hosted URL-to-Markdown service for humans and AI agents. PWA + REST + MCP + Claude Code skill, with Reddit support and refreshable share links. | 39 | 44.6 | +17.64 | ||
| #89 | 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... | 259 | 44.4 | +22.60 | ||
| #71 | intentkit mitsaasintentkit: IntentKit is an open-source, self-hosted cloud agent cluster that manages a collaborative team of AI agents for you. | NEW | 44.3 | — | ||
| #78 | 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. | 72 | 43.7 | -6.00 | ||
| #82 | waoowaoo ide-pluginwaoowaoo: ???????????????????????? AI ?????????????????????Industry-first professional AI Agent platform for controllable film & video production. From shorts to live-action with Hollywood-standard workflows. | NEW | 43.2 | — | ||
| #83 | inkos agplcliinkos: Autonomous novel writing AI Agent ??? agents write, audit, and revise novels with human review gates. | NEW | 43.2 | — | ||
| #84 | harness mitmcp-serverharness: AI-driven user testing for iOS Simulator, macOS apps, and web apps. Write a goal in plain language; an LLM agent drives the UI and reports friction. macOS 14+, Swift 6. | NEW | 43.2 | — | ||
| #92 | 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... | 44 | 43.1 | +21.29 | ||
| #86 | owl owl: ???? OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation. | NEW | 42.4 | — | ||
| #87 | botpress mitbotpress: The open-source hub to build & deploy GPT/LLM Agents ??????. | 67 | 42.1 | -5.05 | ||
| #90 | evonic evonic: Open Agentic AI Platform - The home your agents deserve. | NEW | 41.1 | — | ||
| #102 | PocketFlow mitlibraryPocketFlow: Pocket Flow: 100-line LLM framework. Let Agents build Agents! | 52 | 39.7 | -0.95 | ||
| #103 | skilltree-pm skilltree-pm: Dependency manager for AI agent skills. | NEW | 39.7 | — | ||
| #105 | PocketFlow-Tutorial-Codebase-Knowledge mitlibraryPocketFlow-Tutorial-Codebase-Knowledge: Pocket Flow: Codebase to Tutorial. | 54 | 39.7 | -0.95 | ||
| #107 | mobilerun mitmobilerun: Automate your mobile devices with natural language commands - an LLM agnostic mobile Agent ????. | 54 | 39.5 | -0.95 | ||
| #109 | 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... | 56 | 39.3 | +17.53 | ||
| #111 | tq-trading-agent tq-trading-agent: 🌮 Traidng agent, AI-powered multi-agent stock research & trading strategy orchestration, trading agent - TypeScript, LangGraph, OpenAI-compatible APIs. | NEW | 38.9 | — | ||
| #113 | NVIDIA: Nemotron 3 Super (free) saasNVIDIA: Nemotron 3 Super (free): 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... | 82 | 38.7 | +16.89 | ||
| #116 | 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. | 30 | 38.5 | +5.27 | ||
| #117 | agentic-seo cliagentic-seo: Audit your documentation and website for AI agent readiness (Agentic Engine Optimization). | NEW | 38.2 | — | ||
| #125 | 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. | NEW | 36.8 | — | ||
| #127 | reversa mitreversa: Transform legacy systems into executable specifications for AI coding agents. | NEW | 36.4 | — | ||
| #128 | autogen-agentchat libraryautogen-agentchat: AutoGen agents and teams library. | 67 | 36.3 | -1.84 | ||
| #131 | RecursiveMAS RecursiveMAS: Offical Implementation for "Recursive Multi-Agent Systems". | NEW | 36.1 | — | ||
| #132 | AgentBench apache-2.0AgentBench: A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24). | 65 | 35.7 | -0.95 | ||
| #136 | LLM-Agents-Papers LLM-Agents-Papers: A repo lists papers related to LLM based agent. | 64 | 35.1 | -0.95 | ||
| #139 | 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。. | NEW | 34.6 | — | ||
| #141 | @agentic/core library@agentic/core: Agentic AI utils which work with any LLM and TypeScript AI SDK. | 68 | 34.5 | -1.20 | ||
| #149 | trading-agents apache-2.0trading-agents: TradingAgents LLM multi-agent finance trading stocks crypto fintech quantitative algo trading sentiment analysis OpenAI JavaScript Node.js research OSS | 67 | 33.0 | -1.03 | ||
| #150 | LLMCompiler mitlibraryLLMCompiler: [ICML 2024] LLMCompiler: An LLM Compiler for Parallel Function Calling. | 67 | 32.7 | -0.94 | ||
| #236 | Mistral: Devstral Small 1.1 saasMistral: Devstral Small 1.1: Devstral Small 1.1 is a 24B parameter open-weight language model for software engineering agents, developed by Mistral AI in collaboration with All Hands AI. Finetuned from Mistral Small 3.1 and... | 81 | 31.6 | +9.77 | ||
| #156 | Photo-agents mitPhoto-agents: Autonomous self-evolving agents. Vision-grounded layered memory and self-written skills for LLM agents that operate your computer. | NEW | 31.5 | — | ||
| #157 | agent-skills-eval mitcliagent-skills-eval: A test runner for agentskills.io-style AI agent skills | NEW | 31.1 | — | ||
| #158 | cwc-long-running-agents apache-2.0cwc-long-running-agents: discovered AI agent. | NEW | 31.0 | — | ||
| #159 | Integuru agplInteguru: The first AI agent that builds permissionless integrations through reverse engineering platforms' internal APIs. | 91 | 30.8 | -5.71 | ||
| #162 | Bug-Bounty-Agents mitBug-Bounty-Agents: AI-Powered Agents for Bub-Bounty Pentesting and Red-Teaming purposes. | NEW | 30.5 | — | ||
| #163 | opensquilla apache-2.0mcp-serveropensquilla: OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density. | NEW | 30.4 | — | ||
| #164 | llm-agents libraryllm-agents: LLM Agent framework for Node.js | NEW | 30.3 | — | ||
| #165 | spawn-agent mitspawn-agent: Spawn available local agents on a user's computer. | NEW | 30.2 | — | ||
| #166 | openpets mitmcp-serveropenpets: Desktop pets for AI coding agents. Install pets, connect Claude Code via MCP, and see live coding status on your desktop. | NEW | 30.2 | — | ||
| #172 | swiss-design-skill mitswiss-design-skill: A Swiss International Style design system skill for AI agents. | NEW | 29.1 | — | ||
| #175 | @compilr-dev/agents cli@compilr-dev/agents: Lightweight multi-LLM agent library for building CLI AI assistants. | 82 | 28.7 | -1.09 | ||
| #176 | system-prompt-skills mitsystem-prompt-skills: 从 165 个顶级 AI 产品系统提示词中蒸馏出的 15 个可执行 Agent skill. | NEW | 28.7 | — | ||
| #177 | agent-harness-kit ide-pluginagent-harness-kit: A provider-agnostic scaffolding kit for running structured multi-agent workflows in your codebase. | NEW | 28.5 | — | ||
| #184 | agents-md agents-md: AGENTS.md patterns for context engineering in coding agents: safer command output, token efficiency, validation, and prompt-injection resistance. | NEW | 28.1 | — | ||
| #185 | ServiceGraph mitmcp-serverServiceGraph: AI Agent skills for a structured catalog of 100k+ US professional-services firms. | NEW | 28.1 | — | ||
| #188 | ProcMon-MCP mitmcp-serverProcMon-MCP: An MCP to expose process monitoring and ETW tracing functionally to AI agents to assist in security work. | NEW | 27.3 | — | ||
| #190 | @frankzye/llm-agent @frankzye/llm-agent: Next.js chat UI with assistant-ui, AI SDK, agents, and skills | NEW | 27.1 | — | ||
| #193 | @agentbudget/agentbudget @agentbudget/agentbudget: Real-time cost enforcement for AI agent sessions ??? works with OpenAI and Anthropic. | 93 | 26.8 | -1.27 | ||
| #195 | Evolutionary-Alpha-Miner mitide-pluginEvolutionary-Alpha-Miner: Family-aware evolutionary alpha mining with LLM-guided symbolic hybridization. | NEW | 26.7 | — | ||
| #196 | skelm mitmcp-serverskelm: skelm - open-source framework for secure, agentic, long-running workflows. Authoring, scheduling, and operating typed pipelines that mix deterministic code, LLM inference, and agent loops under default-deny permissions. | NEW | 26.5 | — | ||
| #198 | codex-seo mcp-servercodex-seo: Codex-first SEO skill suite. 26 workflows, 24 TOML agents, DataForSEO/Gemini/Google/Firecrawl integrations, GEO/AEO, CWV, schema, backlinks, local/maps, and deterministic reports. | 90 | 26.4 | -0.61 | ||
| #203 | claudito cliclaudito: Claude Code autonomous agent manager - A web UI for managing Claude Code agents. | 97 | 25.4 | -1.90 | ||
| #204 | 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 | NEW | 25.4 | — | ||
| #209 | thunderbit-mcp-server mitmcp-serverthunderbit-mcp-server: AI-powered web scraping and structured data extraction. CLI + MCP server + Claude Code plugin for the Thunderbit Open API. | NEW | 24.0 | — | ||
| #212 | claude-code-config-pack claude-code-config-pack: Depersonalised Claude Code configuration pack - 261 skills, 49 agents, 166 commands, 23 rules, 5 hooks. One-shot deploy via install.ps1 / install.sh. | NEW | 23.4 | — | ||
| #220 | avelang apache-2.0avelang: An experimental tile-based, Pythonic programming language for writing GPU kernels designed for LLM agents. | NEW | 21.8 | — | ||
| #285 | inclusionAI: Ling-2.6-flash saasinclusionAI: Ling-2.6-flash: Ling-2.6-flash is an instant (instruct) model from inclusionAI with 104B total parameters and 7.4B active parameters, designed for real-world agents that require fast responses, strong execution, and high token efficiency.... | 161 | 21.8 | 0.00 | ||
| #296 | 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... | 119 | 21.8 | 0.00 | ||
| #283 | inclusionAI: Ling-2.6-1T saasinclusionAI: Ling-2.6-1T: Ling-2.6-1T is an instant (instruct) model from inclusionAI and the company’s trillion-parameter flagship, designed for real-world agents that require fast execution and high efficiency at scale. It uses a “fast... | NEW | 21.8 | — | ||
| #223 | MCP Toolkit Server mcp-serverMCP Toolkit Server: A Model Context Protocol server providing tools for DB queries, API calls, file I/O, and text transformations, enabling AI agents like Claude to perform real-world actions. | NEW | 21.8 | — | ||
| #286 | inclusionAI: Ring-2.6-1T (free) saasinclusionAI: Ring-2.6-1T (free): 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... | NEW | 21.8 | — | ||
| #284 | inclusionAI: Ling-2.6-1T (free) saasinclusionAI: Ling-2.6-1T (free): Ling-2.6-1T is an instant (instruct) model from inclusionAI and the company???s trillion-parameter flagship, designed for real-world agents that require fast execution and high efficiency at scale. It uses a ???fast... | 161 | 21.8 | 0.00 | ||
| #233 | local-llm-agent local-llm-agent: Locally deployable LLMs for agents. | NEW | 20.2 | — | ||
| #235 | introduction-to-llm-agents-with-langchain-jun2024 mitintroduction-to-llm-agents-with-langchain-jun2024: Workshop on working with LLM Agents using LangChain. | NEW | 18.9 | — | ||
| #236 | LLM_Final_Project mitLLM_Final_Project: LLM Agent CrewAI. | NEW | 18.9 | — |
Browse all sectors at /sectors.