Cohort of 149 admitted agents tagged capability:tool-use. Composite below is the cohort's average AgentScore.
| Cmp | Rank | Agent | 24h | Score | Δ24h | Watch |
|---|---|---|---|---|---|---|
| #1 | open-design apache-2.0ide-pluginopen-design: ???? Local-first, open-source alternative to Anthropic's Claude Design. ??? 19 Skills ?? ??? 71 brand-grade Design Systems ???? Generate web ?? desktop ?? mobile prototypes ?? slides ?? images ?? videos ?? HyperFrames ???? Sandboxed preview ?? HTML/PDF/PPTX/MP4 export ???? Runs on Claude Code / Codex... | 69.1 | -0.08 | |||
| #23 | browser-use mitbrowser-use: ???? Make websites accessible for AI agents. Automate tasks online with ease. | 5 | 55.5 | +0.42 | ||
| #33 | daytona agpldaytona: Daytona is a Secure and Elastic Infrastructure for Running AI-Generated Code. | 15 | 53.0 | +1.71 | ||
| #39 | openclaude cliopenclaude: runs anywhere. uses anything | 1 | 52.3 | -0.00 | ||
| #48 | 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 | 51.4 | +0.07 | ||
| #49 | shannon mitide-pluginshannon: Shannon Lite is an autonomous, white-box AI pentester for web applications and APIs. It analyzes your source code, identifies attack vectors, and executes real exploits to prove vulnerabilities before they reach production. | 51.2 | 0.00 | |||
| #56 | holmesgpt apache-2.0ide-pluginholmesgpt: SRE Agent - CNCF Sandbox Project. | 49.3 | -0.07 | |||
| #62 | nocobase saasnocobase: NocoBase is an open-source AI + no-code platform for building business systems fast. Instead of generating everything from scratch, AI works on top of production-proven infrastructure and a WYSIWYG no-code interface, so you get both speed and reliability. | 1 | 48.0 | +0.00 | ||
| #71 | 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 | 46.1 | +0.04 | ||
| #73 | E2B apache-2.0E2B: Open-source, secure environment with real-world tools for enterprise-grade agents. | 45.3 | -0.20 | |||
| #74 | awesome-claude-skills mcp-serverawesome-claude-skills: A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows. | 9 | 45.1 | -2.50 | ||
| #76 | whale mitmcp-serverwhale: DeepSeek CLI / terminal coding agent with MCP, Skills, shell tools, and prefix-cache optimization. | 44.6 | -0.04 | |||
| #77 | system-prompts-and-models-of-ai-tools gplide-pluginsystem-prompts-and-models-of-ai-tools: FULL Augment Code, Claude Code, Cluely, CodeBuddy, Comet, Cursor, Devin AI, Junie, Kiro, Leap.new, Lovable, Manus, NotionAI, Orchids.app, Perplexity, Poke, Qoder, Replit, Same.dev, Trae, Traycer AI, VSCode Agent, Warp.dev, Windsurf, Xcode, Z.ai Code, Dia & v0. (And other Open ... | 44.4 | -0.00 | |||
| #84 | activepieces mcp-serveractivepieces: AI Agents & MCPs & AI Workflow Automation ??? (~400 MCP servers for AI agents) ??? AI Automation / AI Agent with MCPs ??? AI Workflows & AI Agents ??? MCPs for AI Agents. | 1 | 42.7 | -0.14 | ||
| #89 | ponytail mitponytail: Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote. | 6 | 40.9 | +0.95 | ||
| #98 | Agent-Reach mitmcp-serverAgent-Reach: Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu ??? one CLI, zero API fees. | 1 | 39.4 | +0.05 | ||
| #109 | awesome-langchain libraryawesome-langchain: ???? Awesome list of tools and projects with the awesome LangChain framework. | 1 | 37.1 | 0.00 | ||
| #116 | awesome-generative-ai awesome-generative-ai: A curated list of Generative AI tools, works, models, and references. | 36.3 | +0.00 | |||
| #119 | gepa-ai/gepa ide-plugingepa-ai/gepa: Can a single LLM-based optimization system match specialized tools across fundamentally different domains? We show that when optimization problems are formulated as improving a text artifact evaluated by a scoring function, a single AI-based optimization system-supporting sing... | 1 | 36.2 | +0.05 | ||
| #135 | ralph-claude-code mitcliralph-claude-code: Autonomous AI development loop for Claude Code with intelligent exit detection. | 1 | 34.9 | +0.00 | ||
| #139 | pentagi mitsaaspentagi: Fully autonomous AI Agents system capable of performing complex penetration testing tasks. | 11 | 34.5 | -0.97 | ||
| #151 | mirascope mitlibrarymirascope: The LLM Anti-Framework. | 2 | 33.0 | +0.04 | ||
| #155 | aws-architecture-diagram-skill mitcliaws-architecture-diagram-skill: Reusable skill for generating AWS architecture diagrams in draw.io format. Works with Kiro CLI and Claude Code. | 1 | 32.9 | -0.02 | ||
| #165 | langroid mitlibrarylangroid: Harness LLMs with Multi-Agent Programming. | 5 | 31.9 | -0.47 | ||
| #173 | model:Jiunsong/supergemma4-26b-uncensored-gguf-v2 model:Jiunsong/supergemma4-26b-uncensored-gguf-v2: discovered AI agent. | 4 | 31.4 | -0.22 | ||
| #174 | gograph mitmcp-servergograph: A fast, local-only CLI tool to generate repository structures and improve IDE context awareness for Go codebases. | 1 | 31.4 | +0.01 | ||
| #178 | agentpet mitcliagentpet: A native macOS menu bar app with a desktop pet that monitors your AI coding agents (Claude Code, Codex, Gemini CLI) in real time. | 31.3 | +0.27 | |||
| #180 | model:Jackrong/Qwopus3.6-35B-A3B-v1-GGUF model:Jackrong/Qwopus3.6-35B-A3B-v1-GGUF: discovered AI agent. | 4 | 30.9 | -0.36 | ||
| #213 | sample-well-architected-skills-and-steering mcp-serversample-well-architected-skills-and-steering: Reusable skills and steering that teach AI coding agents how to apply the AWS Well-Architected Framework. One set of playbooks, 12 supported tools. | 2 | 29.1 | -0.08 | ||
| #223 | TokenTamer mitTokenTamer: A drop-in proxy that compresses bloated code context in real-time, cutting LLM API costs by 50–80% without losing what the model actually needs to know. | 3 | 28.0 | -0.03 | ||
| #228 | AI-Website-Audit-CLI mitcliAI-Website-Audit-CLI: Open-source AI-powered website audit CLI using the OpenAI API for SEO, UX, accessibility, performance, trust, and content analysis. | 4 | 27.9 | +0.06 | ||
| #230 | hermes-link-curator mithermes-link-curator: Hermes profile pack for archiving and browsing curated links + web dashboard app. | 5 | 27.8 | 0.00 | ||
| #244 | bricks-mcp-open mitmcp-serverbricks-mcp-open: The most comprehensive open-source MCP server for Bricks Builder — 105 tools for pages, templates, styles, SEO, content, and more. | 16 | 27.0 | -0.72 | ||
| #250 | model:Jackrong/Qwopus3.6-27B-v2 model:Jackrong/Qwopus3.6-27B-v2: discovered AI agent. | 27 | 26.8 | -0.95 | ||
| #251 | omnistack-agent mitomnistack-agent: Platform-agnostic AI agent: one Full-Stack Software Engineer brain, compiled into ready-to-paste adapters for ChatGPT, Claude, Copilot, Gemini & Cursor. Zero-dependency, MIT. | 5 | 26.8 | 0.00 | ||
| #253 | 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. | 8 | 26.6 | -0.25 | ||
| #254 | ai-agents-from-scratch mitai-agents-from-scratch: Demystify AI agents by building them yourself. Local LLMs, no black boxes, real understanding of function calling, memory, and ReAct patterns. | 5 | 26.6 | +0.00 | ||
| #258 | LLMCompiler mitlibraryLLMCompiler: [ICML 2024] LLMCompiler: An LLM Compiler for Parallel Function Calling. | 6 | 26.4 | 0.00 | ||
| #263 | AgenticRAG-Survey libraryAgenticRAG-Survey: Agentic-RAG explores advanced Retrieval-Augmented Generation systems enhanced with AI LLM agents. | 6 | 26.1 | +0.00 | ||
| #265 | codegenome mitmcp-servercodegenome: Turn your codebase into a living knowledge graph. An MCP server using tree-sitter to stream high-fidelity context to Cursor & Claude. Watch your connectome grow as your agent codes. | 5 | 26.1 | +0.01 | ||
| #280 | model:Jackrong/Qwopus-GLM-18B-Merged-GGUF model:Jackrong/Qwopus-GLM-18B-Merged-GGUF: discovered AI agent. | 1 | 25.3 | -0.03 | ||
| #287 | forsy-trace-skill mitforsy-trace-skill: Open skill for capturing AI agent work as structured traces. | 1 | 25.1 | +0.01 | ||
| #299 | model:Jackrong/Qwopus3.5-4B-Coder-MTP-GGUF model:Jackrong/Qwopus3.5-4B-Coder-MTP-GGUF: discovered AI agent. | 1 | 24.7 | +0.01 | ||
| #308 | OpenOSINT mitOpenOSINT: AI-powered OSINT agent for the terminal. Investigate emails, usernames, domains and more using Claude, GPT-4 or local models. | 28 | 24.3 | +1.27 | ||
| #319 | mercury-mcp mcp-servermercury-mcp: Cross-architecture LLM internal observation database (23 models, 13 architecture families). Exposed as MCP tools for any AI coding agent. | 2 | 23.9 | 0.00 | ||
| #328 | model:yuxinlu1/gemma-4-12B-agentic-fable5-composer2.5-v2-3.5x-tau2-GGUF model:yuxinlu1/gemma-4-12B-agentic-fable5-composer2.5-v2-3.5x-tau2-GGUF: discovered AI agent. | 6 | 23.5 | +0.45 | ||
| #331 | Awesome-Vibe-Research apache-2.0Awesome-Vibe-Research: An open, collaboratively-built repository for AI-assisted scientific research — collecting and curating agents, skills, workflows, tools, and best practices across the full research lifecycle.面向 AI 辅助科研的开放共建仓库 收集和沉淀科研全流程中的 agents、skills、workflows、tools 与最佳实践 | 32 | 23.2 | +0.95 | ||
| #344 | browser-agent mitbrowser-agent: Invisible browser control for LLM agents — real Chrome via CDP, no JS injection, no screenshots, token-efficient. | 1 | 22.9 | 0.00 | ||
| #347 | xyTom/coding-tools-mcp mcp-serverxyTom/coding-tools-mcp: discovered AI agent. | 1 | 22.7 | +0.13 | ||
| #350 | skill-scanner-agent mitide-pluginskill-scanner-agent: Skill Scan Agent — Automated scanning, identification, and assessment of SKILL security risks. | 1 | 22.6 | 0.00 | ||
| #351 | agent-asearch mitcliagent-asearch: Multi-source search CLI for LLM agents — web, HN, Reddit, GitHub, Tavily, Exa, Brave, Jina, YouTube, Twitter. Go single binary. Session-based workflow with JSON contract. | 69 | 22.5 | -2.70 | ||
| #363 | model:bytkim/Qwen3.6-27B-MTP-pi-reasoning-GGUF model:bytkim/Qwen3.6-27B-MTP-pi-reasoning-GGUF: discovered AI agent. | 7 | 22.3 | +0.32 | ||
| #370 | llmix apache-2.0llmix: Production LLM call layer for AI agents and tools: keep OpenAI/Anthropic/AI SDK/LiteLLM, hot-swap models with MDA presets, and add cache, retries, circuit breakers, key rotation, singleflight, and Python/TypeScript/Rust parity. | 4 | 21.9 | 0.00 | ||
| #371 | model:empero-ai/Qwythos-9B-Claude-Mythos-5-1M-GGUF model:empero-ai/Qwythos-9B-Claude-Mythos-5-1M-GGUF: discovered AI agent. | 58 | 21.9 | +1.44 | ||
| #375 | KuangshiAi/SciVisAgentSkills ide-pluginKuangshiAi/SciVisAgentSkills: Recent advances in agentic visualization have enabled the translation of natural language into executable scientific visualization (SciVis) workflows. While general-purpose coding agents show strong capabilities, they often lack the tool-specific expertise required for SciVis... | 4 | 21.8 | 0.00 | ||
| #392 | district-solutions/open-agent-tools-coder district-solutions/open-agent-tools-coder: discovered AI agent. | 3 | 21.4 | +0.07 | ||
| #393 | pixel2motion mitide-pluginpixel2motion: AI logo animation skill: turn raster logos into smooth SVG animation, animated HTML demos, GIF/video previews, and motion QA evidence. | 21.4 | +0.04 | |||
| #401 | oh-my-opencode oh-my-opencode: The Best AI Agent Harness - Batteries-Included OpenCode Plugin with Multi-Model Orchestration, Parallel Background Agents, and Crafted LSP/AST Tools. | 1 | 21.1 | 0.00 | ||
| #404 | model:Jackrong/Qwopus3.6-27B-Coder-MTP-GGUF model:Jackrong/Qwopus3.6-27B-Coder-MTP-GGUF: discovered AI agent. | 3 | 21.0 | +0.04 | ||
| #406 | model:Jackrong/Qwopus3.5-9B-Coder-GGUF model:Jackrong/Qwopus3.5-9B-Coder-GGUF: discovered AI agent. | 21.0 | +0.03 | |||
| #425 | scholar-loop mitscholar-loop: An autonomous AI scientist: a multi-agent loop over literature, experiments, self-critique and write-up, with deterministic guards against reward-hacking and hallucination. | 6 | 20.5 | +0.18 | ||
| #427 | model:Jackrong/Qwopus3.6-27B-v2-GGUF model:Jackrong/Qwopus3.6-27B-v2-GGUF: discovered AI agent. | 20.4 | 0.00 | |||
| #429 | codeseek mitmcp-servercodeseek: Rust-powered code intelligence CLI for AI coding agents. Builds call graphs and hybrid semantic search indexes (Dense + Sparse + RRF + Reranker) across 7 languages. Ships as native MCP tools for Claude Code and Codex CLI. | 11 | 20.4 | +0.22 | ||
| #432 | opencode-power-pack mitopencode-power-pack: Eleven Claude Code skills ported to OpenCode: code-review, security-review, feature-dev, frontend-design + 7 more. One config line, one plugin. | 20.3 | -0.01 | |||
| #447 | StayAwake mitStayAwake: Native macOS menu bar app that keeps your MacBook awake for AI coding agents - Claude Code, OpenAI Codex, Cursor - even with the lid closed. Open source (MIT), IOPMAssertion + scoped sudoers rule for password-free pmset, timed auto-off, login item, crash-safe self-heal. Built... | 4 | 20.1 | 0.00 | ||
| #448 | compose-performance-skills apache-2.0librarycompose-performance-skills: ?????? A curated library of Agent Skills focused on Jetpack Compose performance. | 4 | 20.1 | 0.00 | ||
| #453 | adhd mitide-pluginadhd: ADHD — a skill for coding agents. Tree-of-thought with pruning, built on the Claude Agent SDK. Fans out parallel divergent thoughts under different cognitive frames, scores, prunes traps, deepens the survivors. The no-brainer skill for creative and interdisciplinary work. | 1 | 19.8 | +0.02 | ||
| #463 | model:lordx64/Qwable-v1 model:lordx64/Qwable-v1: discovered AI agent. | 1 | 19.6 | +0.10 | ||
| #474 | agentcanvas mitagentcanvas: Visualize Pydantic AI agent workflows from Logfire traces as an interactive HTML diagram — tools, nested sub-agents, tokens and exact cost. | 21 | 19.4 | -0.32 | ||
| #477 | codex-control-plane-mcp apache-2.0mcp-servercodex-control-plane-mcp: Durable MCP control plane for long-running Codex Desktop tasks. | 102 | 19.4 | -2.51 | ||
| #486 | StayAwake-195 mitStayAwake-195: Native macOS menu bar app that keeps your MacBook awake for AI coding agents - Claude Code, OpenAI Codex, Cursor - even with the lid closed. Open source (MIT), IOPMAssertion + scoped sudoers rule for password-free pmset, timed auto-off, login item, crash-safe self-heal. Built... | 2 | 19.1 | 0.00 | ||
| #493 | PaperQuay agplPaperQuay: A desktop-first literature manager for PDF reading, translation, paper overviews, and AI agent workflows. | 8 | 19.0 | -0.12 | ||
| #495 | anansi apache-2.0mcp-serveranansi: A self-healing web scraper built for hostile sites: selectors repair themselves, browser rendering kicks in when needed, and Chrome TLS fingerprinting evades bot detection. Ships with an MCP server so any LLM can drive a full crawl through conversation. | 2 | 19.0 | +0.03 | ||
| #511 | model:Jackrong/Qwopus3.6-27B-Coder-Compat-MTP-GGUF model:Jackrong/Qwopus3.6-27B-Coder-Compat-MTP-GGUF: discovered AI agent. | 224 | 18.5 | -6.56 | ||
| #512 | delegate-skills mitclidelegate-skills: Drive the OpenAI Codex CLI as a background implementer, brief it, review its diff, land the commit yourself. | 4 | 18.5 | -0.03 | ||
| #517 | line-oa-mcp-ultimate mitmcp-serverline-oa-mcp-ultimate: Talk to your LINE Official Account through AI. 27 tools for broadcasts, audiences, rich menus, Flex messages, coupons & insights — works with Claude Cowork, Claude Code, Cursor, and any MCP-compatible host. Zero infrastructure, free-tier ready. | 66 | 18.5 | +1.34 | ||
| #520 | model:bytkim/Qwen3.6-27B-MTP-pi-tune-GGUF model:bytkim/Qwen3.6-27B-MTP-pi-tune-GGUF: discovered AI agent. | 43 | 18.4 | -0.88 | ||
| #521 | mcp-quickstart mitmcp-servermcp-quickstart: Forge a working, testable, publishable MCP server in 30s. TypeScript or Python, with example tools, the Inspector and tests included. | 18.4 | +0.12 | |||
| #525 | mcp-model-context-protocol mcp-servermcp-model-context-protocol: MCP — model context protocol. | 6 | 18.4 | 0.00 | ||
| #541 | @agentic/core library@agentic/core: Agentic AI utils which work with any LLM and TypeScript AI SDK. | 12 | 18.0 | -0.06 | ||
| #549 | Bug-Bounty-Agents mitBug-Bounty-Agents: AI-Powered Agents for Bub-Bounty Pentesting and Red-Teaming purposes. | 8 | 17.9 | -0.01 | ||
| #560 | prompt-refine-skill mitprompt-refine-skill: Agent Skill that silently refines prompts for the currently running model. | 6 | 17.6 | 0.00 | ||
| #563 | hypasd-art/KATE ide-pluginhypasd-art/KATE: Large language models (LLMs) rely on tool use to act as autonomous agents, yet often fail in multi-step execution due to insufficient tool-related knowledge and ineffective knowledge activation. Therefore, we present a systematic study on how knowledge influences tool-use perf... | 5 | 17.6 | +0.01 | ||
| #566 | opendesk mitmcp-serveropendesk: Control your desktop with computer use tools that integrates with your agents. | 7 | 17.5 | 0.00 | ||
| #575 | OpenSearch-VL apache-2.0ide-pluginOpenSearch-VL: 🔍 OpenSearch-VL provides a fully open recipe for training strong multimodal deep search agents through high-quality data curation, diverse visual/search tools, and fatal-aware agentic reinforcement learning. | 4 | 17.4 | +0.00 | ||
| #582 | skill-manager mcp-serverskill-manager: SkillDock 是面向 AI Coding 工具的桌面管理台。它把本地 Skills 和 MCP 配置集中展示、编辑和同步，让你不再手动在多个工具目录之间复制文件。关键词: skill-manager, skills-manager , mcp-manager, skill, mcp ,skill-hub. | 10 | 17.2 | -0.17 | ||
| #589 | Trend2Video-Pro mitide-pluginTrend2Video-Pro: Trend-to-Video Agent Framework for publish-ready content packages. | 22 | 17.1 | -0.30 | ||
| #599 | lazyskills mitclilazyskills: A beautiful terminal UI for discovering, installing, and managing AI agent skills. | 3 | 16.9 | +0.11 | ||
| #611 | model:Jackrong/Qwopus3.6-27B-Coder-GGUF model:Jackrong/Qwopus3.6-27B-Coder-GGUF: discovered AI agent. | 1 | 16.7 | +0.09 | ||
| #615 | hermes-edu-skills mithermes-edu-skills: 中文教育 Agent Skill Pack：教材同步、备考复习、拍照答疑、错题复盘、亲子陪学、阅读写作和教师工具，Hermes Agent 可直接使用，也可导出到 OpenClaw/Codex/Cursor/Claude Code。. | 105 | 16.6 | -1.88 | ||
| #633 | MXY820/barrier-design ide-pluginMXY820/barrier-design: The design of reinforced concrete highway barriers is a safety-critical process that requires strict compliance with regulatory provisions such as the AASHTO-LRFD bridge design guidelines. Current engineering practice relies heavily on manual, iterative, and heuristic calculat... | 6 | 16.5 | 0.00 | ||
| #644 | ralph apache-2.0cliralph: A configurable Bash/PowerShell loop that runs an AI coding CLI with a fresh session each iteration. | 9 | 16.4 | +0.28 | ||
| #652 | AIGX mitAIGX: Open, MIT context format for AI coding agents: centralized .aigx/ rules + a per-file boundary index that targets the right rules, forbidden imports, and gotchas to each file. The only context format validated in a controlled benchmark. Tool-agnostic; nothing injected into your... | 6 | 16.3 | 0.00 | ||
| #654 | lecture-to-hw mitlecture-to-hw: A Codex skill that turns course lectures, homework files, classroom code, and previous solution style into concise Markdown submissions. | 10 | 16.3 | -0.03 | ||
| #672 | ai-kill-chain ide-pluginai-kill-chain: A defender-side extension of the Lockheed Martin Cyber Kill Chain for LLM and agentic AI threats. Adds a model supply chain stage and splits actions-on-objectives into exfiltration, model extraction, and agentic pivot. | 9 | 15.8 | 0.00 | ||
| #678 | 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. | 7 | 15.6 | -0.02 | ||
| #686 | kali-pentest apache-2.0clikali-pentest: Kali Linux penetration testing skill for AI agents (Claude Code, OpenClaw, Hermes Agent). 200+ CLI tools, 15 scenario playbooks. Autonomously plans attack paths, selects tools, and integrates results across phases to adapt the penetration strategy — with human approval gates f... | 3 | 15.5 | +0.06 | ||
| #689 | why-was-fable-banned mitide-pluginwhy-was-fable-banned: Spec-first, evidence-gated engineering-procedure enforcement for AI coding agents (Claude Code + Codex). The agent can't edit until it writes a passing spec. | 8 | 15.5 | 0.00 | ||
| #698 | free-claude-code-ai-desktop-app mitmcp-serverfree-claude-code-ai-desktop-app: Free Claude Code Api desktop — claude ai free cli anthropic ai claude pro coding claude fable free agent terminal claude fable 5 assistant open source git integration mcp server free api key setup guide config. | 6 | 15.3 | 0.00 | ||
| #708 | awesome-ai-product-management awesome-ai-product-management: 🤖 Resources for AI product managers. | 3 | 15.2 | +0.13 |
Browse all sectors at /sectors.