Cohort of 187 admitted agents tagged capability:tool-use. Composite below is the cohort's average AgentScore.
| Cmp | Rank | Agent | 24h | Score | Δ24h | Watch |
|---|---|---|---|---|---|---|
| #3 | 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... | 2 | 62.7 | 0.00 | ||
| #47 | 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... | 19 | 55.2 | +6.57 | ||
| #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 | ||
| #18 | browser-use mitbrowser-use: ???? Make websites accessible for AI agents. Automate tasks online with ease. | 4 | 51.8 | 0.00 | ||
| #88 | 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,... | 224 | 49.9 | +30.90 | ||
| #25 | 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. | 5 | 49.8 | 0.00 | ||
| #96 | 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... | 66 | 49.2 | +1.41 | ||
| #34 | ponytail mitponytail: Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote. | 29 | 45.3 | +5.97 | ||
| #36 | E2B apache-2.0E2B: Open-source, secure environment with real-world tools for enterprise-grade agents. | 69 | 45.0 | +10.87 | ||
| #57 | 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 ... | 3 | 39.8 | 0.00 | ||
| #61 | langroid mitlibrarylangroid: Harness LLMs with Multi-Agent Programming. | 3 | 39.5 | 0.00 | ||
| #65 | openclaude cliopenclaude: runs anywhere. uses anything | 2 | 39.0 | 0.00 | ||
| #72 | 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 | 38.4 | +0.01 | ||
| #74 | pentagi mitsaaspentagi: Fully autonomous AI Agents system capable of performing complex penetration testing tasks. | 42 | 37.8 | +4.34 | ||
| #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 | ||
| #80 | awesome-claude-skills mcp-serverawesome-claude-skills: A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows. | 1 | 37.1 | 0.00 | ||
| #81 | 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 | 37.1 | 0.00 | ||
| #85 | daytona agpldaytona: Daytona is a Secure and Elastic Infrastructure for Running AI-Generated Code. | 20 | 36.4 | -2.70 | ||
| #101 | 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. | 24 | 35.2 | -2.44 | ||
| #111 | awesome-langchain libraryawesome-langchain: ???? Awesome list of tools and projects with the awesome LangChain framework. | 2 | 33.9 | 0.00 | ||
| #120 | 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. | 3 | 33.4 | 0.00 | ||
| #124 | holmesgpt apache-2.0ide-pluginholmesgpt: SRE Agent - CNCF Sandbox Project. | 22 | 32.8 | -1.95 | ||
| #128 | model:orcarouter/Qwen3.8-27B-Uncensored-FP8 model:orcarouter/Qwen3.8-27B-Uncensored-FP8: discovered AI agent. | 5 | 32.5 | +0.01 | ||
| #136 | awesome-generative-ai awesome-generative-ai: A curated list of Generative AI tools, works, models, and references. | 23 | 31.6 | -1.97 | ||
| #230 | 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... | 53 | 30.3 | +9.79 | ||
| #157 | model:Jackrong/Qwopus3.6-27B-Coder-MTP-GGUF model:Jackrong/Qwopus3.6-27B-Coder-MTP-GGUF: discovered AI agent. | 159 | 29.9 | +7.43 | ||
| #159 | model:TokenRhythm/NeoHorse-1-9B model:TokenRhythm/NeoHorse-1-9B: discovered AI agent. | 8 | 29.7 | +0.02 | ||
| #167 | ralph-claude-code mitcliralph-claude-code: Autonomous AI development loop for Claude Code with intelligent exit detection. | 36 | 29.4 | -2.21 | ||
| #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 | ||
| #176 | mirascope mitlibrarymirascope: The LLM Anti-Framework. | 7 | 28.9 | +0.01 | ||
| #178 | 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. | 4 | 28.8 | +0.13 | ||
| #186 | model:Jackrong/Qwopus3.6-35B-A3B-v1-GGUF model:Jackrong/Qwopus3.6-35B-A3B-v1-GGUF: discovered AI agent. | 10 | 28.5 | -0.03 | ||
| #194 | 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. | 7 | 27.9 | 0.00 | ||
| #197 | 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. | 6 | 27.7 | 0.00 | ||
| #201 | OpenOSINT mitOpenOSINT: AI-powered OSINT agent for the terminal. Investigate emails, usernames, domains and more using Claude, GPT-4 or local models. | 5 | 27.4 | 0.00 | ||
| #203 | model:Jackrong/Qwopus-GLM-18B-Merged-GGUF model:Jackrong/Qwopus-GLM-18B-Merged-GGUF: discovered AI agent. | 5 | 27.3 | 0.00 | ||
| #208 | model:bartowski/MiMo-V2.6-Distill-Qwen-9B-GGUF model:bartowski/MiMo-V2.6-Distill-Qwen-9B-GGUF: discovered AI agent. | NEW | 27.1 | — | ||
| #218 | model:Jackrong/Qwopus3.5-9B-Coder-GGUF model:Jackrong/Qwopus3.5-9B-Coder-GGUF: discovered AI agent. | 377 | 26.6 | +10.01 | ||
| #223 | 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. | 10 | 26.5 | 0.00 | ||
| #224 | delegate-skills mitclidelegate-skills: Drive the OpenAI Codex CLI as a background implementer, brief it, review its diff, land the commit yourself. | 42 | 26.4 | -1.84 | ||
| #292 | ByteDance Seed: Seed-2.0-Code saasByteDance Seed: Seed-2.0-Code: Seed 2.0 Code is a model from ByteDance Seed optimized for agentic coding. It is suited for frontend development, multilingual programming tasks, and coding-agent workflows in tools such as Claude... | 5 | 26.3 | +5.97 | ||
| #227 | xyTom/coding-tools-mcp mcp-serverxyTom/coding-tools-mcp: discovered AI agent. | 11 | 26.1 | 0.00 | ||
| #232 | model:Jackrong/Qwopus3.6-27B-v2-GGUF model:Jackrong/Qwopus3.6-27B-v2-GGUF: discovered AI agent. | 106 | 25.9 | +4.25 | ||
| #242 | 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. | 433 | 25.3 | +10.07 | ||
| #262 | model:Accio-Lab/occamy-1.0 model:Accio-Lab/occamy-1.0: discovered AI agent. | 8 | 24.2 | +0.09 | ||
| #269 | 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. | 7 | 23.9 | 0.00 | ||
| #275 | 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... | 9 | 23.9 | 0.00 | ||
| #279 | LLMCompiler mitlibraryLLMCompiler: [ICML 2024] LLMCompiler: An LLM Compiler for Parallel Function Calling. | 11 | 23.8 | 0.00 | ||
| #280 | 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. | 48 | 23.8 | -1.63 | ||
| #288 | model:lordx64/Qwable-v1 model:lordx64/Qwable-v1: discovered AI agent. | 395 | 23.5 | +8.39 | ||
| #294 | whale mitmcp-serverwhale: DeepSeek CLI / terminal coding agent with MCP, Skills, shell tools, and prefix-cache optimization. | 10 | 23.2 | 0.00 | ||
| #307 | model:orcarouter/OrcaSAQ-2-27B model:orcarouter/OrcaSAQ-2-27B: discovered AI agent. | NEW | 22.9 | — | ||
| #312 | model:Jackrong/Qwopus3.6-27B-Coder-GGUF model:Jackrong/Qwopus3.6-27B-Coder-GGUF: discovered AI agent. | 152 | 22.8 | +4.21 | ||
| #313 | plateau-creative-mcp mitmcp-serverplateau-creative-mcp: MCP server: Project PLATEAU 3D city data as scene-editing and glTF export tools for creative LLM agents. | 11 | 22.8 | 0.00 | ||
| #314 | iva mitmcp-serveriva: Open-source personal AI agent with long-term memory. The best tools, hand-picked and assembled — one command and it works. | 8 | 22.8 | +0.06 | ||
| #317 | model:Jackrong/Qwopus3.5-4B-Coder-MTP-GGUF model:Jackrong/Qwopus3.5-4B-Coder-MTP-GGUF: discovered AI agent. | 10 | 22.7 | -0.00 | ||
| #320 | 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 | 65 | 22.6 | -1.47 | ||
| #328 | model:empero-ai/Qwythos-9B-Claude-Mythos-5-1M-GGUF model:empero-ai/Qwythos-9B-Claude-Mythos-5-1M-GGUF: discovered AI agent. | 147 | 22.4 | -6.00 | ||
| #341 | pixel2motion mitide-pluginpixel2motion: AI logo animation skill: turn raster logos into smooth SVG animation, animated HTML demos, GIF/video previews, and motion QA evidence. | 82 | 22.1 | -1.86 | ||
| #347 | 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. | 16 | 21.8 | 0.00 | ||
| #349 | AgenticRAG-Survey libraryAgenticRAG-Survey: Agentic-RAG explores advanced Retrieval-Augmented Generation systems enhanced with AI LLM agents. | 76 | 21.8 | -1.80 | ||
| #358 | awesome-auditable-ai awesome-auditable-ai: A curated list of papers, tools, datasets, benchmarks, and standards for building, evaluating, and auditing reliable AI agents. | 57 | 21.6 | -1.21 | ||
| #359 | model:Jackrong/Qwopus3.6-27B-v2 model:Jackrong/Qwopus3.6-27B-v2: discovered AI agent. | 19 | 21.6 | 0.00 | ||
| #369 | 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. | 19 | 21.3 | 0.00 | ||
| #376 | 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. | 171 | 20.9 | -5.99 | ||
| #327 | Google: Gemini 3.1 Pro Preview Custom Tools saasGoogle: Gemini 3.1 Pro Preview Custom Tools: Gemini 3.1 Pro Preview Custom Tools is a variant of Gemini 3.1 Pro that improves tool selection behavior by preventing overuse of a general bash tool when more efficient third-party... | 43 | 20.9 | +6.49 | ||
| #377 | 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. | 20 | 20.9 | 0.00 | ||
| #379 | CodexDesk mitCodexDesk: Desktop companion for AI coding agents and Codex workflows. | NEW | 20.9 | — | ||
| #389 | go-agent apache-2.0mcp-servergo-agent: A Go agent that orchestrates LLMs and MCP tools across local servers (Lemonade, LM Studio, Ollama, vLLM, llama.cpp), cloud APIs (Gemini, Anthropic), and any OpenAI-compatible endpoint -- running on AMD, NVIDIA, or Apple Silicon. | 22 | 20.6 | 0.00 | ||
| #391 | model:bytkim/Qwen3.6-27B-MTP-pi-reasoning-GGUF model:bytkim/Qwen3.6-27B-MTP-pi-reasoning-GGUF: discovered AI agent. | 22 | 20.6 | 0.00 | ||
| #392 | 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. | 22 | 20.5 | 0.00 | ||
| #397 | awesome-jev-projects mitawesome-jev-projects: Awesome Jev: source-backed open-source ecosystem radar, plain-language project discovery, and automatic GitHub sync. | 116 | 20.4 | -2.81 | ||
| #430 | astra-flash-orchestrator mitastra-flash-orchestrator: Astra plans and reviews; DeepSeek Flash builds. A native Codex workflow with phased tasks, verification, safe installation and reversible setup. | 12 | 19.5 | +0.11 | ||
| #431 | model:Jiunsong/supergemma4-26b-uncensored-gguf-v2 model:Jiunsong/supergemma4-26b-uncensored-gguf-v2: discovered AI agent. | 204 | 19.5 | -5.99 | ||
| #434 | Bug-Bounty-Agents mitBug-Bounty-Agents: AI-Powered Agents for Bub-Bounty Pentesting and Red-Teaming purposes. | 23 | 19.5 | 0.00 | ||
| #439 | 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. | 20 | 19.4 | 0.00 | ||
| #440 | golive-skill mitcligolive-skill: Take your agent-built product live: hosting, database, domain, email, payments — on your own accounts. Open-source Agent Skill + zero-dependency Node CLI: detect → plan → approve → apply → verify. No GoLive account, backend or telemetry. | NEW | 19.4 | — | ||
| #442 | Claude-OS mcp-serverClaude-OS: A concise Claude reference bundle for developers, covering commands, MCP servers, plugins, tools, workflows, and agent frameworks in one place. Designed for fast discovery and practical integration. | NEW | 19.4 | — | ||
| #446 | 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. | 22 | 19.3 | 0.00 | ||
| #458 | PaperQuay agplPaperQuay: A desktop-first literature manager for PDF reading, translation, paper overviews, and AI agent workflows. | 23 | 19.1 | 0.00 | ||
| #461 | 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. | 17 | 19.0 | +0.01 | ||
| #473 | awesome-jev-tools awesome-jev-tools: A curated list of tools built for Jev — TypeSafe AI's System One model for typed decisions. | 10 | 18.7 | +0.11 | ||
| #478 | compose-performance-skills apache-2.0librarycompose-performance-skills: ?????? A curated library of Agent Skills focused on Jetpack Compose performance. | 13 | 18.6 | 0.00 | ||
| #489 | codex-control-plane-mcp apache-2.0mcp-servercodex-control-plane-mcp: Durable MCP control plane for long-running Codex Desktop tasks. | 13 | 18.4 | +0.03 | ||
| #496 | 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. | 6 | 18.3 | +0.05 | ||
| #501 | 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. | 12 | 18.3 | 0.00 | ||
| #506 | 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. | 106 | 18.2 | -1.51 | ||
| #508 | gograph mitmcp-servergograph: A fast, local-only CLI tool to generate repository structures and improve IDE context awareness for Go codebases. | 95 | 18.2 | -1.31 | ||
| #511 | typesafe-mcp mitmcp-servertypesafe-mcp: mcp connector to give your AI agent direct access to typesafe ai's jev model. | 6 | 18.2 | +0.11 | ||
| #517 | 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... | 8 | 18.0 | 0.00 | ||
| #524 | 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. | 8 | 18.0 | +0.01 | ||
| #527 | lazyskills mitclilazyskills: A beautiful terminal UI for discovering, installing, and managing AI agent skills. | 97 | 17.8 | -1.33 | ||
| #532 | 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... | 10 | 17.6 | 0.00 | ||
| #537 | 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. | 10 | 17.6 | 0.00 | ||
| #538 | agentcanvas mitagentcanvas: Visualize Pydantic AI agent workflows from Logfire traces as an interactive HTML diagram — tools, nested sub-agents, tokens and exact cost. | 10 | 17.6 | 0.00 | ||
| #548 | 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... | 2 | 17.4 | 0.00 | ||
| #550 | jevgrep mitmcp-serverjevgrep: Jev-powered semantic code search for coding agents — find behavior across repositories via CLI or MCP, with exact source excerpts and line numbers. | NEW | 17.4 | — | ||
| #562 | ralph apache-2.0cliralph: A configurable Bash/PowerShell loop that runs an AI coding CLI with a fresh session each iteration. | 74 | 17.2 | -1.10 | ||
| #579 | 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. | 16.9 | 0.00 | |||
| #586 | awesome-ai-product-management awesome-ai-product-management: 🤖 Resources for AI product managers. | 2 | 16.7 | 0.00 |
Browse all sectors at /sectors.