AgentRank

Leaderboard

Verified rankings come from runs we executed. Community rankings come from submitted runs whose scores CI re-checked against the submitted code. Popularity is live GitHub data and is labelled as such.

Leaderboard

#AgentMade byAgentRank ScoreStarsTask #1
🥇reaReverse engineer anything with agents, from app behavior down to native binaries.morluto100330.4k—
🥈skillsSkills for Real Engineers. Straight from my .agents directory.mattpocock100296.9k—
🥉ECCThe agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.affaan-m100283.6k—
4hermes-agentThe agent that grows with youNousResearch100255.1k—
5deepseek-harnessDeepSeek Harness: Everything is a Plugin.deepseek-ai100254.1k—
6OpenCodeOpen-source AI coding agent built for the terminal.anomalyco100217.2kReady
7claw-codeAn agent-managed museum exhibit, built in Rust with Gajae-Code / LazyCodex — developed and maintained with no human intervention.ultraworkers100194.9k—
8firecrawlSupercharge your AI agents with data from the web and beyond. Building the library for superintelligence. 🔥firecrawl99192.9k—
9ponytailMakes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.DietrichGebert99167.5k—
10agency-agentsA 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.msitarzewski99161.4k—
11cc-switchA cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent. Only official website: ccswitch.iofarion123199146.2k—
12Codex CLIOpenAI's open-source coding agent that runs locally in the terminal.openai99129.9kReady
13graphifyTurn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.Graphify-Labs99128.8k—
14piAI agent toolkit: unified LLM API, agent loop, TUI, coding agent CLIearendil-works99116.3k—
15TradingAgentsTradingAgents: Multi-Agents LLM Financial Trading FrameworkTauricResearch99112.0k—
16agent-skillsProduction-grade engineering skills for AI coding agents.addyosmani99108.4k—
17Gemini CLIGoogle's open-source AI agent that brings Gemini into the terminal.google-gemini99107.5kReady
18paperclipThe open-source app everyone uses to manage agents at workpaperclipai99104.4k—
19open-designThe 1st Collaborative AI Design Agent Workspace. Local-first and open source. Create motion, prototypes, websites, apps, dashboards, presentations, images, and videos with your team and AI agents. Share work, exchange feedback, and iterate together in one workspace.nexu-io99102.4k—
20worldmonitorReal-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interfacekoala739988.8k—
21langflowLangflow is a powerful tool for building and deploying AI-powered agents and workflows.langflow-ai98155.8k—
22langchainThe agent engineering platform.langchain-ai98148.1k—
23browser-useOpen-source Python library for AI browser agents, plus Browser Use Cloud: stealth browsers and a hosted agent API.browser-use98118.5k—
24caveman🪨 why use many token when few token do trick. Viral skill + proxy for coding agents that cuts 65% of tokens by talking like a caveman.JuliusBrussee98113.6k—
25claude-memPersistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + Morethedotmack98101.7k—
26Agent-ReachGive your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.Panniantong9899.4k—
27taste-skillAgent skills that give coding agents taste: art direction, reference images and a browser check instead of generic AI pagesLeonxlnx9899.1k—
28orcaOrca is the place for working with a fleet of agents (e.g. Grok Bot, Claude Code). Run any coding agent with your own subscription. Available on desktop, mobile and remote runtime.stablyai9897.5k—
29archifyTurn any idea, plan, or codebase into a beautiful interactive diagram. An agent skill for Claude Code, Codex, and more.tt-a1i9885.7k—
30deer-flowAn open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.bytedance9884.1k—
31OmniRouteNever 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% tokens, MCP/A2A, Desktop/PWA. Built by 900+ contributorsdiegosouzapw9878.3k—
32ai-agents-for-beginners18 Lessons to Get Started Building AI Agentsmicrosoft9877.5k—
33ruflo🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integratedruvnet9876.8k—
34ai-engineering-from-scratchLearn AI Engineering! Learn it. Build it. Ship it for others.rohitg009871.3k—
35OpenMontageWorld's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill and production-knowledge files. Turn your AI coding assistant into a full video production studio.calesthio9869.7k—
36daily_stock_analysisLLM 驱动的多市场股票智能分析系统:多源行情、实时新闻、决策看板与自动推送,支持零成本定时运行。 LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs.ZhuLinsen9866.7k—
37ragflowRAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMsinfiniflow9792.5k—
38OpenHandsOpen-source platform for software-development agents (formerly OpenDevin).OpenHands9791.3kReady
39Scrapling🕷️ A Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_devD4Vinci9788.6k—
40crawl4aiOpen-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key.unclecode9785.8k—
41headroomCompress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.headroomlabs-ai9776.0k—
42codegraphPre-indexed code knowledge graph, auto syncs on code changes, for Claude Code, Codex, Gemini, Cursor, OpenCode, AntiGravity, Kiro, CoPilot, and Hermes Agent — fewer tokens, fewer tool calls, 100% localcolbymchenry9774.4k—
43strixOpen-source AI penetration testing tool to find and fix your app’s vulnerabilities.usestrix9769.8k—
44claude-code-best-practicefrom vibe coding to agentic engineering - practice makes claude perfectshanraisshan9767.7k—
45hyperframesWrite HTML. Render video. Built for agents.heygen-com9767.2k—
46last30days-skillAI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summarymvanhorn9764.7k—
47ppt-masterAI turns documents or topics into real, native PowerPoint decks—with native shapes, transitions and animations, data-backed charts and tables on demand, audio narration from speaker notes, and support for your own .pptx templates. · by Hugo Hehugohe39763.7k—
48TrendRadar⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载,你的 AI 舆情监控助手与热点筛选工具!聚合多平台热点 + RSS 订阅,支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机,也支持接入 MCP 架构,赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ,数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。sansan09763.0k—
49mempalaceThe best-benchmarked open-source AI memory system. And it's free.MemPalace9759.6k—
50marketingskillsMarketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering.coreyhaines319755.5k—
51nanobotUltra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat appsHKUDS9749.2k—
52superpowersAn agentic skills framework & software development methodology that works.obra96301.9k—
53unslothLocal UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.unslothai9678.2k—
54ClineOpen-source autonomous coding agent inside the editor that asks permission before each file change and command.cline9670.5kReady
55humanizerAgent skill that removes signs of AI-generated writing from textblader9658.3k—
56chrome-devtools-mcpChrome DevTools for coding agentsChromeDevTools9653.8k—
57scientific-agent-skillsTurn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 250,000+ scientists worldwide. 177 ready-to-use validated skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.K-Dense-AI9652.8k—
58hindsightHindsight: Agent Memory That Learnsvectorize-io9651.5k—
59open-code-reviewSecure, fast, efficient, battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in multi-language ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible.alibaba9647.6k—
60OpenMAICOpen Multi-Agent Interactive Classroom — Get an immersive, multi-agent learning experience in just one clickTHU-MAIC9641.0k—
61mem0The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.mem0ai9567.4k—
62anything-llmStop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience Mintplex-Labs9567.3k—
63context7Context7 Platform -- Up-to-date docs for AI agentsupstash9563.3k—
64autogenA programming framework for agentic AImicrosoft9561.5k—
65crewAIFramework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.crewAIInc9559.9k—
66goosean open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLMaaif-goose9555.4k—
67codebase-memory-mcpHigh-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 162 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.DeusData9546.9k—
68herdrthe runtime your coding agents live onherdrdev9544.7k—
69claude-plugins-officialOfficial, Anthropic-managed directory of high quality Claude Code Plugins.anthropics9543.0k—
70openhumanThe fastest, cheapest, most efficient open-source agent harness. Run more than 500 agents on a $10 VPS.tinyhumansai9542.2k—
71claude-howtoA visual, example-driven guide to Claude Code — from basic concepts to advanced agents, with copy-paste templates that bring immediate value.luongnv899542.0k—
72DeepTutorDeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/.HKUDS9541.7k—
73CodewhaleOpen-source Rust agent engine and terminal client for Codewhale, with provider choice, tools, approvals and receipts.codewhale-hq9541.1k—
74Vibe-Trading"Vibe-Trading: Your Personal Trading Agent"HKUDS9535.9k—
75nanoclawA lightweight alternative to OpenClaw that runs in containers for security. Connects to WhatsApp, Telegram, Slack, Discord, Gmail and other messaging apps,, has memory, scheduled jobs, and runs directly on Anthropic's Agents SDKnanocoai9531.0k—
76Understand-AnythingGraphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.Egonex-AI9486.9k—
77learn-claude-codeBash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1shareAI-lab9478.8k—
78cherry-studioAI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMsCherryHQ9452.7k—
79llama_indexLlamaIndex is the document processing platform for AIrun-llama9452.6k—
80LibreChatEnhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User Auth, Presets, open-source for self-hosting. ActiveLibreChat-AI9446.0k—
81agent-browserBrowser automation CLI for AI agentsvercel-labs9444.2k—
82BettaFish微舆:人人可用的多Agent舆情分析助手,打破信息茧房,还原舆情原貌,预测未来走向,辅助决策!从0实现,不依赖任何框架。666ghj9442.5k—
83agentsMulti-harness agentic plugin marketplace for Claude Code, Codex, Cursor, OpenCode, GitHub Copilot, Google Antigravity, and Piwshobson9441.1k—
84OpenVikingSelf-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.volcengine9440.3k—
85oh-my-claudecodeTeams-first Multi-agent orchestration for Claude CodeYeachan-Heo9440.1k—
86oh-my-pi⌥ Coding agent with the IDE wired in. Built by Stencil Labs.can13579435.9k—
87QwenPawYour Personal AI Assistant; easy to install, deploy on your own machine or on the cloud; supports multiple chat apps with easily extensible capabilities.agentscope-ai9435.9k—
88zeroclawFast, small, and fully autonomous AI personal assistant infrastructure, any OS, any platform — deploy anywhere, swap anything 🦀zeroclaw-labs9433.0k—
899routerUnlimited FREE AI coding. Connect Claude Code, Codex, Cursor, Cline, Copilot, Antigravity to FREE Claude/GPT/Gemini via 40+ providers. Auto-fallback, RTK -40% tokens, never hit limits.decolua9431.1k—
90gbrainGarry's Opinionated OpenClaw/Hermes Agent Braingarrytan9431.0k—
91warpWarp is an agentic development environment, born out of the terminal.warpdotdev9365.5k—
92CLI-Anything"CLI-Anything: Making ALL Software Agent-Native" -- CLI-Hub: https://clianything.cc/HKUDS9354.9k—
93LocalAILocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.mudler9349.6k—
94CowAgentOpen-source personal AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-agent, multi-model, multi-channel. Lightweight, extensible, one-line install.zhayujie9347.5k—
95langgraphBuild resilient agents.langchain-ai9343.5k—
96PageIndex📑 PageIndex: Document Index for Vectorless, Reasoning-based RAGVectifyAI9339.3k—
97playwright-mcpPlaywright MCP servermicrosoft9338.4k—
98next-ai-draw-ioDraw and edit draw.io diagrams by chatting with an AI. Web app, desktop app, and an MCP server for Claude Code, Cursor, Codex and VS Code.DayuanJiang9336.3k—
99DeepSeek-ReasonixA reliable coding agent for complex software engineering tasks.esengine9335.9k—
100github-mcp-serverGitHub's official MCP Servergithub9333.8k—

AgentRank Score (0–100): popularity, adoption, activity, momentum and openness, computed from GitHub data (2026-10-19). It measures traction and upkeep, not task performance. Formula · All 1,604 agents →

Task #1: Fix a broken authentication flow

Task details →

No verified runs yet, so no rankings.

We won't publish a leaderboard until real runs exist. Every score here will come from the open-source harness and link to its full diff, test output and agent log. Nothing is estimated, copied from marketing pages or invented.

Harness check (Oct 19, 2026): untouched code scores 4/19, the reference fix scores 19/19. The scorer separates broken code from fixed code. See per-test evidence.

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Other benchmarks worth knowing

AgentRank is task-level and practical. For research-grade, large-scale evaluation, see SWE-bench (real GitHub issues) and Terminal-Bench (terminal tasks). We don't copy their numbers here. Go to the source.