Cohort of 287 admitted agents tagged capability:tool-use. Composite below is the cohort's average AgentScore.
| Cmp | Rank | Agent | 24h | Score | Δ24h | Watch |
|---|---|---|---|---|---|---|
| #7 | 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... | 6 | 53.7 | -5.35 | ||
| #60 | DeepSeek: DeepSeek V3.2 saasDeepSeek: DeepSeek V3.2: DeepSeek-V3.2 is a large language model designed to harmonize high computational efficiency with strong reasoning and agentic tool-use performance. It introduces DeepSeek Sparse Attention (DSA), a fine-grained sparse attention mechanism... | 4 | 50.3 | +0.05 | ||
| #23 | Codewhale mitmcp-serverCodewhale: Open-source agent for the terminal written in Rust. Use any provider or model. Issues & PRs always welcome | 4 | 50.0 | 0.00 | ||
| #26 | 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. | 2 | 50.0 | +0.00 | ||
| #68 | OpenAI: GPT-5 Nano saasOpenAI: GPT-5 Nano: GPT-5-Nano is the smallest and fastest variant in the GPT-5 system, optimized for developer tools, rapid interactions, and ultra-low latency environments. While limited in reasoning depth compared to its larger... | 4 | 49.6 | +0.06 | ||
| #32 | browser-use mitbrowser-use: ???? Make websites accessible for AI agents. Automate tasks online with ease. | 13 | 49.0 | +1.08 | ||
| #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 | ||
| #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 | ||
| #54 | OpenMontage agplide-pluginOpenMontage: World'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. | 1 | 46.5 | +0.64 | ||
| #56 | 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 ... | 104 | 46.0 | +10.00 | ||
| #61 | ponytail mitponytail: Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote. | 4 | 45.1 | -0.66 | ||
| #64 | 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 | 45.0 | +0.04 | ||
| #116 | Thinking Machines: Inkling saasThinking Machines: Inkling: Inkling is an open-weight multimodal mixture-of-experts model from Thinking Machines Lab, with 41B active parameters out of 975B total. It is designed for general-purpose reasoning, coding, agentic and tool-use systems,... | 3 | 44.5 | +0.77 | ||
| #66 | E2B apache-2.0E2B: Open-source, secure environment with real-world tools for enterprise-grade agents. | 1 | 44.3 | -0.07 | ||
| #74 | giskard-oss apache-2.0librarygiskard-oss: 🐢 Open-Source Evaluation & Testing library for LLM Agents. | 43.4 | 0.00 | |||
| #75 | Awesome-AITools Awesome-AITools: Collection of AI-related utilities. Welcome to submit pull requests /收藏AI相关的实用工具，欢迎提交pull requests | 43.3 | +0.01 | |||
| #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 | |||
| #79 | DeepSeek-Reasonix mitcliDeepSeek-Reasonix: A reliable coding agent for complex software engineering tasks. | 2 | 42.7 | -0.04 | ||
| #89 | universal-modder mitmcp-serveruniversal-modder: Point Claude at any game. Skills, tools and the fal MCP that let Claude Code mod almost any PC game you own: recon, reverse engineering, fal-generated art/3D/audio, in-game testing, showcase videos. | 2 | 42.0 | +0.00 | ||
| #106 | awesome-langchain libraryawesome-langchain: ???? Awesome list of tools and projects with the awesome LangChain framework. | 204 | 40.8 | +10.00 | ||
| #111 | career-ops mitclicareer-ops: AI-powered job search system built on Claude Code. 14 skill modes, Go dashboard, PDF generation, batch processing. | 2 | 40.5 | +0.18 | ||
| #123 | awesome-harness-engineering mcp-serverawesome-harness-engineering: Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observability, and orchestration. | 2 | 39.1 | +0.01 | ||
| #127 | langroid mitlibrarylangroid: Harness LLMs with Multi-Agent Programming. | 12 | 38.7 | +1.22 | ||
| #141 | tucano apache-2.0mcp-servertucano: Your team of AI agents, on your Mac, Windows or Linux. Agents that talk in channels, write code, review each other and use your tools, on the Claude Code, Codex, OpenCode or Pi you already have. Anything that touches the real world waits for your yes. | 37.7 | +0.33 | |||
| #159 | 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. | 27 | 36.6 | +1.48 | ||
| #166 | 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. | 38 | 36.1 | -2.13 | ||
| #169 | openclaude cliopenclaude: runs anywhere. uses anything | 4 | 35.9 | -0.05 | ||
| #186 | floorplan mitfloorplan: See how your app actually fits together. An interactive, plain-English map of your codebase, drawn by Claude or Codex. | 22 | 35.3 | -0.67 | ||
| #192 | pentagi mitsaaspentagi: Fully autonomous AI Agents system capable of performing complex penetration testing tasks. | 34.9 | +0.06 | |||
| #194 | agentplay apache-2.0agentplay: Replay your coding agent sessions as a map and a timeline. | 2 | 34.8 | +0.05 | ||
| #197 | official-mcp-servers mitmcp-serverofficial-mcp-servers: A curated directory of 280+ official MCP servers from the companies behind the products. No unofficial forks, no abandoned projects. | 3 | 34.7 | +0.06 | ||
| #203 | daytona agpldaytona: Daytona is a Secure and Elastic Infrastructure for Running AI-Generated Code. | 34.6 | 0.00 | |||
| #204 | 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. | 7 | 34.5 | +0.14 | ||
| #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 | ||
| #214 | delegate-skills mitclidelegate-skills: Drive the OpenAI Codex CLI as a background implementer, brief it, review its diff, land the commit yourself. | 1 | 34.3 | -0.00 | ||
| #218 | awesome-jev-tools awesome-jev-tools: A curated list of tools built for Jev — TypeSafe AI's System One model for typed decisions. | 2 | 34.1 | +0.02 | ||
| #233 | awesome-claude-skills mcp-serverawesome-claude-skills: A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows. | 1 | 33.6 | +0.00 | ||
| #239 | scrawl mitscrawl: Show an agent a problem: mark up, record, send. | 1 | 33.4 | +0.02 | ||
| #249 | agent-hud-open apache-2.0agent-hud-open: Your agents, at a glance: quotas, usage and sessions for Claude Code, Codex and more, on your screen, your phone and your wrist. Cross-platform: Rust, Tauri, React. | 72 | 33.0 | +2.37 | ||
| #266 | 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 | 4 | 32.3 | +0.02 | ||
| #275 | awesome-auditable-ai awesome-auditable-ai: A curated list of papers, tools, datasets, benchmarks, and standards for building, evaluating, and auditing reliable AI agents. | 2 | 32.1 | +0.03 | ||
| #276 | ralph apache-2.0cliralph: A configurable Bash/PowerShell loop that runs an AI coding CLI with a fresh session each iteration. | 4 | 32.1 | 0.00 | ||
| #280 | holmesgpt apache-2.0ide-pluginholmesgpt: SRE Agent - CNCF Sandbox Project. | 4 | 32.0 | +0.00 | ||
| #281 | awesome-evals libraryawesome-evals: A curated, non-BS library of the best resources for building and evaluating AI agents — papers, blogs, talks, tools, benchmarks. Maintained by BenchFlow. | 4 | 32.0 | +0.01 | ||
| #290 | model:empero-ai/Qwythos-9B-Claude-Mythos-5-1M-GGUF model:empero-ai/Qwythos-9B-Claude-Mythos-5-1M-GGUF: discovered AI agent. | 5 | 31.6 | +0.05 | ||
| #298 | logo-design-skill mitclilogo-design-skill: A comprehensive logo-design skill for Claude, Gemini CLI, Codex and other AI agents: principles, process, SVG craft, testing tools and a 1,400+ logo reference library. | 20 | 31.5 | -0.47 | ||
| #300 | 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. | 54 | 31.5 | +1.63 | ||
| #301 | pixel2motion mitide-pluginpixel2motion: AI logo animation skill: turn raster logos into smooth SVG animation, animated HTML demos, GIF/video previews, and motion QA evidence. | 11 | 31.4 | +0.00 | ||
| #198 | Tencent: Hy4 preview saasTencent: Hy4 preview: Tencent: Hy4 preview is a mixture-of-experts model from Tencent, with 49B active parameters out of 770B total. It is designed for coding agents, complex tool-use workflows, and productivity tasks that... | 31.4 | -0.07 | |||
| #317 | conduit mitmcp-serverconduit: Local MCP gateway that cuts your agent's tool-token overhead ~90%. Every MCP server's tools collapse to 3 meta-tools the agent searches on demand. Measured: 97% less per request, same results. Keys in your OS keychain, no cloud. | 3 | 30.9 | +0.23 | ||
| #325 | awesome-generative-ai awesome-generative-ai: A curated list of Generative AI tools, works, models, and references. | 10 | 30.7 | +0.00 | ||
| #331 | whale mitmcp-serverwhale: DeepSeek CLI / terminal coding agent with MCP, Skills, shell tools, and prefix-cache optimization. | 932 | 30.6 | +10.01 | ||
| #348 | jevgrep mitclijevgrep: Jev-powered semantic code search for coding agents — find behavior across repositories via CLI or MCP, with exact source excerpts and line numbers. | 55 | 30.3 | +1.30 | ||
| #215 | LiquidAI: LFM2.5-24B-A2B saasLiquidAI: LFM2.5-24B-A2B: LFM2.5-24B-A2B is a mixture-of-experts reasoning model from Liquid AI with 24B total and 2.45B active parameters. It always reasons before answering and is built for agents that call tools. Liquid... | 4 | 30.1 | +0.04 | ||
| #368 | roblox-studio-mcp mitmcp-serverroblox-studio-mcp: Model Context Protocol server for Roblox Studio. Connect AI assistants (Claude, Cursor) to read object trees, edit scripts, and run playtests safely. Open-source and lightweight | 9 | 29.8 | 0.00 | ||
| #391 | vulnerator-ai mitmcp-servervulnerator-ai: Autonomous OODA-loop pentesting agent. Hermes brain, Kali + Playwright tools over MCP, ATT&CK as the Orient language. | 18 | 29.3 | -0.24 | ||
| #394 | Scanners-Box libraryScanners-Box: The Ultimate Open-Source Security Arsenal for Hackers, Enterprises, and AI Agents——面向极客、企业与 AI 智能体的全域开源网络安全工具矩阵. | NEW | 29.2 | — | ||
| #397 | omux mitide-pluginomux: Native macOS terminal for running many Claude Code and Codex sessions side by side. Projects, worktrees, live agent status, Allow/Deny from the sidebar, resumable conversations, pull request status and file previews. Built with SwiftUI. | 12 | 29.2 | -0.06 | ||
| #400 | 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. | 11 | 29.1 | -0.09 | ||
| #404 | 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. | 3 | 29.0 | +0.11 | ||
| #419 | model:Jiunsong/supergemma4-26b-uncensored-gguf-v2 model:Jiunsong/supergemma4-26b-uncensored-gguf-v2: discovered AI agent. | 3 | 28.8 | +0.12 | ||
| #423 | model:orcarouter/Qwen3.8-27B-Uncensored-FP8 model:orcarouter/Qwen3.8-27B-Uncensored-FP8: discovered AI agent. | 6 | 28.7 | +0.02 | ||
| #425 | ralph-claude-code mitcliralph-claude-code: Autonomous AI development loop for Claude Code with intelligent exit detection. | 5 | 28.7 | 0.00 | ||
| #432 | awesome-iran-mcp mitmcp-serverawesome-iran-mcp: 19 open-source MCP servers (308 tools) that give AI agents the Iranian web: Digikala, Snappfood, Jabama, MrBilit, Paziresh24, Taaghche and more. Prices in Toman. | 3 | 28.6 | +0.09 | ||
| #435 | 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. | 1090 | 28.5 | +10.01 | ||
| #447 | openqodex apache-2.0cliopenqodex: Open source AI code review for Claude Code and Codex, before you push. Scanners (SAST, secrets, dependencies, lint) on the lines you changed, then a separate reviewer process that checks every scanner finding and is given every changed line. No other API key. | 54 | 28.4 | -0.72 | ||
| #450 | shrike mitmcp-servershrike: See what your app actually does. Click anything and watch the trip through your code, database and services, with real values. AI-native: your agent sees it too and fixes the real problem. | 9 | 28.3 | +0.09 | ||
| #458 | 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. | 13 | 28.1 | 0.00 | ||
| #463 | lazyskills mitclilazyskills: A beautiful terminal UI for discovering, installing, and managing AI agent skills. | 13 | 28.0 | -0.01 | ||
| #467 | stalemap mitmcp-serverstalemap: Tell your coding agent which dependencies changed after its training cutoff. Diffs types and changelogs, writes a short block into AGENTS.md / CLAUDE.md. | 3 | 28.0 | +0.17 | ||
| #476 | cognithor mcp-servercognithor: Cognithor · Agent OS: Local-first autonomous agent operating system. 19 LLM providers, 18 channels, 145 MCP tools, 6-tier memory, Agent Packs marketplace, zero telemetry. Python 3.12+, Apache 2.0. | 17 | 27.9 | 0.00 | ||
| #481 | clodfarm mitsaasclodfarm: clodfarm (say it out loud): a farm of Claude Code agents. Plant a mission, they split it into sub-agents, open the work, and pace themselves on each account's real 5-hour and weekly usage. Steer it from the Claude app. | 11 | 27.8 | +0.01 | ||
| #495 | awesome-jev-projects mitawesome-jev-projects: Awesome Jev: source-backed open-source ecosystem radar, plain-language project discovery, and automatic GitHub sync. | 28 | 27.6 | -0.19 | ||
| #497 | 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. | 18 | 27.6 | 0.00 | ||
| #511 | bili-cli mitmcp-serverbili-cli: 为 AI Agent 设计的哔哩哔哩命令行工具：扫码登录、看视频、评论、私信、发动态、投稿，全部 JSON 输出. | 21 | 27.5 | +0.40 | ||
| #516 | gograph mitmcp-servergograph: A fast, local-only CLI tool to generate repository structures and improve IDE context awareness for Go codebases. | 122 | 27.5 | -1.58 | ||
| #517 | model:TokenRhythm/NeoHorse-1-9B model:TokenRhythm/NeoHorse-1-9B: discovered AI agent. | 17 | 27.4 | -0.06 | ||
| #541 | cc-remote cc-remote: Claude Code with the model on a remote host and the tools on your machine. | 3 | 27.1 | +0.11 | ||
| #548 | 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. | 1166 | 27.1 | +9.99 | ||
| #550 | 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. | 8 | 27.0 | +0.03 | ||
| #554 | bootloops mitbootloops: BootLoops 1.0: certified computational tools and house engines for exact and high-precision physics and quantitative science, built to be driven by LLM agents. MIT; docs CC BY 4.0. | 15 | 27.0 | -0.02 | ||
| #556 | PaperQuay agplPaperQuay: A desktop-first literature manager for PDF reading, translation, paper overviews, and AI agent workflows. | 10 | 27.0 | +0.01 | ||
| #558 | opendesk mitmcp-serveropendesk: Control your desktop with computer use tools that integrates with your agents. | 10 | 26.9 | 0.00 | ||
| #560 | 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. | 11 | 26.9 | +0.01 | ||
| #561 | awesome-typesafe-jev mitide-pluginawesome-typesafe-jev: Awesome Jev: a source-backed field guide to TypeSafe's System One model, with SDKs, live demos, agent tools, and independent evaluations. | 11 | 26.9 | +0.00 | ||
| #585 | 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 | 26.5 | 0.00 | ||
| #590 | 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. | 11 | 26.5 | 0.00 | ||
| #594 | jev-seo mitmcp-serverjev-seo: 100% free ₹0 agent-first SEO & GEO CLI suite and MCP server in Rust replacing Semrush and OpenSEO via DuckDuckGo and TypeSafe Jev System One https://akashpriyadarshii.github.io/jev-seo/ | 13 | 26.4 | 0.00 | ||
| #596 | fablever mitmcp-serverfablever: Make any Claude model adopt Claude Fable 5's working style in Claude Code — always-on output style + zero-dependency MCP + subagent injection. A style transplant, not a capability transplant. | 51 | 26.4 | +0.59 | ||
| #597 | xyTom/coding-tools-mcp mcp-serverxyTom/coding-tools-mcp: discovered AI agent. | 11 | 26.4 | +0.00 | ||
| #600 | callimachus agplmcp-servercallimachus: One local, searchable index of your AI coding-agent history Claude Code, Codex, Cursor, Gemini & more. Keyword + semantic search, MCP server, CLI & VS Code extension. | 13 | 26.4 | 0.00 | ||
| #613 | agent-orchestration-standard mitmcp-serveragent-orchestration-standard: A live, local-first dashboard for Claude Code sessions: project graph of agents, tokens, tool feed, replay, alerts. Plugin + terminal UI + MCP server. Includes the AOS-1 agent orchestration spec. | 18 | 26.2 | -0.05 | ||
| #618 | Codex-Desktop-Download mcp-serverCodex-Desktop-Download: 🎯 ChatGPT-Codex-ai-Desktop-Download-for-pc 🎯. | 12 | 26.2 | 0.00 | ||
| #636 | mirascope mitlibrarymirascope: The LLM Anti-Framework. | 84 | 26.1 | -0.83 | ||
| #642 | 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. | 1137 | 26.0 | +10.05 | ||
| #647 | offload-mcp-server mitmcp-serveroffload-mcp-server: Let your main coding agent delegate heavy reading to a second agent, and read back only the answer. | NEW | 26.0 | — | ||
| #653 | ai-manus apache-2.0ide-pluginai-manus: AI Manus is a general-purpose AI Agent system that supports running various tools and operations in a sandbox environment. | 1125 | 25.9 | +9.94 | ||
| #654 | CodexDesk mitCodexDesk: Desktop companion for AI coding agents and Codex workflows. | 20 | 25.9 | 0.00 | ||
| #655 | agentcanvas mitagentcanvas: Visualize Pydantic AI agent workflows from Logfire traces as an interactive HTML diagram — tools, nested sub-agents, tokens and exact cost. | 20 | 25.9 | 0.00 | ||
| #656 | awesome-ai-web-scraping mcp-serverawesome-ai-web-scraping: A curated list of AI-powered web scraping tools, LLM-friendly crawlers, MCP servers, and infrastructure for turning the web into data. | 19 | 25.9 | -0.01 |
Browse all sectors at /sectors.