Cohort of 67 admitted agents tagged capability:automation. Composite below is the cohort's average AgentScore.
| Cmp | Rank | Agent | 24h | Score | Δ24h | Watch |
|---|---|---|---|---|---|---|
| #2 | claude-code claude-code: Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands. | 67.3 | -0.23 | |||
| #27 | career-ops mitclicareer-ops: AI-powered job search system built on Claude Code. 14 skill modes, Go dashboard, PDF generation, batch processing. | 2 | 54.8 | -0.15 | ||
| #44 | langflow mitlangflow: Langflow is a powerful tool for building and deploying AI-powered agents and workflows. | 1 | 51.6 | +0.00 | ||
| #60 | 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). | 1 | 49.0 | -0.01 | ||
| #66 | RD-Agent mitRD-Agent: Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are committed to automating these high-value generic R&D processes through R&D-Agent, whi... | 2 | 47.2 | +0.01 | ||
| #67 | skills mitlibraryskills: Public repository for Agent Skills. | 47.1 | -0.24 | |||
| #72 | cli apache-2.0clicli: Google Workspace CLI ??? one command-line tool for Drive, Gmail, Calendar, Sheets, Docs, Chat, Admin, and more. Dynamically built from Google Discovery Service. Includes AI agent skills. | 2 | 45.3 | +0.14 | ||
| #83 | RuView mitide-pluginRuView: π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video. | 1 | 42.7 | -0.06 | ||
| #101 | owl owl: ???? OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation. | 3 | 38.7 | 0.00 | ||
| #105 | presenton apache-2.0presenton: Open-Source AI Presentation Generator and API (Gamma, Beautiful AI, Decktopus Alternative). | 1 | 37.7 | +0.01 | ||
| #112 | UFO mitUFO: UFO??: Weaving the Digital Agent Galaxy. | 7 | 36.8 | +0.58 | ||
| #124 | mobilerun mitmobilerun: Automate your mobile devices with natural language commands - an LLM agnostic mobile Agent ????. | 2 | 35.8 | -0.13 | ||
| #148 | llm_wiki mitllm_wiki: LLM Wiki is a cross-platform desktop application that turns your documents into an organized, interlinked knowledge base — automatically. Instead of traditional RAG (retrieve-and-answer from scratch every time), the LLM incrementally builds and maintains a persistent wiki from... | 1 | 33.4 | +0.02 | ||
| #149 | leon mitleon: ???? Leon is your open-source personal assistant. | 1 | 33.3 | +0.00 | ||
| #154 | eve apache-2.0libraryeve: The Framework for Building Agents. | 38 | 32.9 | +2.71 | ||
| #164 | ComfyUI-Copilot mitide-pluginComfyUI-Copilot: An AI-powered custom node for ComfyUI designed to enhance workflow automation and provide intelligent assistance. | 2 | 32.0 | +0.00 | ||
| #175 | zcf mitclizcf: Zero-Config Code Flow for Claude code & Codex. | 3 | 31.4 | 0.00 | ||
| #198 | Integuru agplInteguru: The first AI agent that builds permissionless integrations through reverse engineering platforms' internal APIs. | 4 | 30.1 | 0.00 | ||
| #247 | waoowaoo ide-pluginwaoowaoo: ???????????????????????? AI ?????????????????????Industry-first professional AI Agent platform for controllable film & video production. From shorts to live-action with Hollywood-standard workflows. | 4 | 26.9 | +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 | ||
| #264 | machine-learning-library librarymachine-learning-library: A hand-curated library of the best machine learning education — 590 docs (78 arXiv papers, 474 course lectures from Stanford/MIT/Karpathy/fast.ai, 38 explainer articles), normalized to Markdown with full provenance. A clean ML corpus/dataset for learning, RAG, and fine-tuning. | 6 | 26.1 | -0.03 | ||
| #285 | oh-my-hermes oh-my-hermes: An opinionated workflow layer for building, shipping, and operating apps with Hermes Agent. | 1 | 25.2 | -0.06 | ||
| #301 | review-forge review-forge: review-forge is an Agent Skill for structured, auditable code review workflows. | 24.5 | +0.01 | |||
| #410 | HarnessFlow HarnessFlow: Harness coding workflow for codex, claude, github copilot. | 6 | 21.0 | +0.22 | ||
| #461 | FableCodex agplFableCodex: 🗿 FableCodex is a Codex-style coding agent workflow that plans like Fable. | 2 | 19.7 | +0.01 | ||
| #465 | locoagent mitlocoagent: AI-powered social media agent with real browser automation. | 4 | 19.6 | +0.00 | ||
| #467 | brand-docs mitbrand-docs: BrandDocs turns existing Word, PowerPoint and Excel templates into reusable AI document-generation skills. Unlike generic AI document generators, it preserves brand, structure, styles and formulas by construction. | 4 | 19.6 | +0.02 | ||
| #468 | harness-anything mitcliharness-anything: CLI harness for WPS Office -- let AI agents control Writer, Calc & Impress via COM automation. | 19.5 | +0.02 | |||
| #482 | GodModeSkill mitGodModeSkill: Multi-LLM cross-review workflow for Claude Code. /work orchestrates plan/implement/bug-fix with 3 different model families voting on every gate. | 2 | 19.2 | -0.01 | ||
| #508 | agentic-sop-to-work mitagentic-sop-to-work: Turn human SOPs into deterministic, gated agentic workflows — a Claude Code plugin. | 14 | 18.7 | -0.30 | ||
| #515 | ctf-wiki mitctf-wiki: 面向 LLM Agent 的 CTF 知识图谱 — 基于 Karpathy/LLM Wiki 三层架构. | 3 | 18.5 | 0.00 | ||
| #524 | langgraph-langchain-agent-setup librarylanggraph-langchain-agent-setup: LangGraph — langchain agent, langchain setup, ai agent workflow. | 6 | 18.4 | 0.00 | ||
| #529 | andrej-karpathy-skills mitide-pluginandrej-karpathy-skills: Codex-first conversion of Karpathy-inspired coding agent guidelines. | 7 | 18.3 | -0.00 | ||
| #597 | workflow-cookbook mitworkflow-cookbook: 《织经》Loom · Claude Code Dynamic Workflows（CLAUDE_CODE_WORKFLOWS）配方手册：29 章 + 6 附录，每个配方都在本机真跑过、附 Run ID，中英双语。 | Loom · a recipe book for Claude Code's Dynamic Workflows. 29 chapters + 6 appendices, every recipe actually run, with its Run ID. | 4 | 16.9 | -0.01 | ||
| #605 | agentwatch mitagentwatch: Apple Watch notifications for Claude Code and AI agent workflows. | 5 | 16.8 | -0.02 | ||
| #621 | polymarket-copy-trading-bot-clob-ai mitpolymarket-copy-trading-bot-clob-ai: Advanced Polymarket Copy Trading Bot & CLOB Automation Engine. Integrated with Claude 4.0 Omni for AI-driven sentiment analysis, sub-85ms execution, and real-time whale mirroring on Polygon network. Optimized for HFT liquidity provision and algorithmic prediction market trading. | 7 | 16.6 | 0.00 | ||
| #628 | LLM-Agent-Development-Services-for-Intelligent-AI-Automation LLM-Agent-Development-Services-for-Intelligent-AI-Automation: LLM Agent Development Services for Intelligent AI Automation. | 6 | 16.5 | 0.00 | ||
| #693 | fayzan123/claude-workflow-composer fayzan123/claude-workflow-composer: discovered AI agent. | 4 | 15.4 | +0.03 | ||
| #737 | LLM-Wiki-Skilled apache-2.0LLM-Wiki-Skilled: This is my implementation of Karpathy's LLM Wiki. A key highlight is the use of agent skills to enforce workflow rigidity and mitigate agent behavioral deviation. | 12 | 14.8 | 0.00 | ||
| #746 | @agentic-surfaces/core @agentic-surfaces/core: The engine core for [agentic-surfaces](https://github.com/dalebaldwin/agentic-surfaces) — workflow schema + loader, the node executor and handler registry (`task.http`, `task.transform`, `task.branch`, `task.foreach`, `task.cache-unseen`/`task.cache-mark` | 421 | 14.6 | +8.60 | ||
| #750 | ZeroScript-Free gplmcp-serverZeroScript-Free: ZeroScript Free: Turn DeepSeek into a Roblox Studio agent. Browser extension + local bridge. Read/edit scripts, run Luau, generate assets all from DeepSeek chat. Robust agentic. No terminal needed. | 90 | 14.5 | -1.45 | ||
| #758 | @agentic-surfaces/server @agentic-surfaces/server: The dashboard server for [agentic-surfaces](https://github.com/dalebaldwin/agentic-surfaces) — an HTTP + SSE API (`/api/workflows`, `/api/run`, `/api/events`, `/api/cache`, …) plus the bundled web UI (workflow graph, live runs, agent activity, cache inspe | 410 | 14.4 | +8.45 | ||
| #760 | @agentic-surfaces/cli cli@agentic-surfaces/cli: The command-line runner for [agentic-surfaces](https://github.com/dalebaldwin/agentic-surfaces) — a local-first, agent-in-the-loop workflow engine. Loads a project's `agentic-surfaces.config.yaml` + `workflows/*.yaml` + `agents/*.md`, runs the scheduler, | 25 | 14.4 | 0.00 | ||
| #763 | @agentic-surfaces/agent @agentic-surfaces/agent: The agent runner for [agentic-surfaces](https://github.com/dalebaldwin/agentic-surfaces) — a thin wrapper over the Claude Agent SDK used by `agent.run` nodes. Supports capability **profiles** (`constrained` / `surface` / `full`), structured **decision** o | 22 | 14.3 | 0.00 | ||
| #801 | MedSkillOS mitcliMedSkillOS: Medical-grade agent skills for clinical and biomedical workflows. | 21 | 13.7 | 0.00 | ||
| #812 | unity-coding-skills ide-pluginunity-coding-skills: Skills and an agent for developing Unity projects with Claude Code — maintainable test design, test-first workflow, coding guidelines, scene editing, and more. | 26 | 13.6 | 0.00 | ||
| #816 | takt takt: TAKT: TAKT Agent Koordination Topology - AI Agent Workflow Orchestration. | 37 | 13.5 | -0.20 | ||
| #823 | MD_Redactor mitMD_Redactor: A simple Markdown editor for adding inline edits and review notes directly into MD files for AI-assisted workflows. | NEW | 13.4 | — | ||
| #859 | instagram-reels-transcript-api mitmcp-serverinstagram-reels-transcript-api: Instagram Reels Transcript API examples using Apify. Integrations for Python, Node.js, Java, Go, Rust, cURL, batch processing, and MCP workflows for ChatGPT, Claude, and Gemini. | 22 | 12.7 | 0.00 | ||
| #881 | @ai.ntellect/core @ai.ntellect/core: In-process workflow engine with typed graphs, events, and LLM agent support. | 16 | 12.2 | 0.00 | ||
| #885 | @novu/agent-toolkit @novu/agent-toolkit: Novu Agent Toolkit - expose Novu notification workflows as LLM agent tools. | 26 | 12.2 | -0.11 | ||
| #890 | PumpFun-Trainer_V1 mitPumpFun-Trainer_V1: An advanced AI‑driven trading utility for Solana meme‑coins, featuring sniper, auto‑sell, MEV protection, multi‑wallet, alerts, and price monitoring. | 20 | 12.1 | -0.04 | ||
| #923 | @adminforth/agent @adminforth/agent: AI agent plugin for AdminForth with tool-based workflows and persistent chat sessions. | 52 | 11.2 | -0.87 | ||
| #945 | stake-engine-skills mitstake-engine-skills: Two Claude Code skills bundling the official Stake Engine Math SDK + Web SDK workflows — bootstrap, distilled docs, approval checklist. | 30 | 10.8 | 0.00 | ||
| #956 | claude-gombwe mcp-serverclaude-gombwe: Autonomous agent control panel powered by Claude Code ??? orchestrate AI tasks, triggers, workflows, and skills from anywhere. | 33 | 10.6 | -0.06 | ||
| #986 | agent-assh mitagent-assh: SSH workflow helper for LLM agents. | 54 | 10.0 | -0.44 | ||
| #994 | @lucaperret/tidal-cli cli@lucaperret/tidal-cli: CLI for Tidal music streaming service, designed for LLM agent automation. | 28 | 9.9 | 0.00 | ||
| #999 | llm-agent-platform llm-agent-platform: Distributed systems reliability patterns applied to LLM agent workflows. NestJS, PostgreSQL, BullMQ, LangGraph, Python/FastAPI. | 74 | 9.9 | -0.76 | ||
| #1076 | simonjisu/TwinBI librarysimonjisu/TwinBI: Business intelligence (BI) increasingly combines dashboard interaction with LLM-based assistance, but these two modes often fall out of sync during multi-step analysis. As users switch between direct dashboard manipulation and natural-language queries, it becomes difficult to... | 35 | 8.5 | 0.00 | ||
| #1077 | la-machina-engine mcp-serverla-machina-engine: Headless, multi-provider LLM agent engine for workflow automation. Pause/resume, MCP, skills, R2/Workers compatible. | 32 | 8.5 | +0.06 | ||
| #1137 | llm-agent-framework libraryllm-agent-framework: Portable governance, workflow, and standards infrastructure for disciplined LLM Agent collaboration. | 34 | 7.4 | 0.00 | ||
| #1168 | LLM-Agent-Development-for-Intelligent-AI-Automation-Systems LLM-Agent-Development-for-Intelligent-AI-Automation-Systems: Large Language Model (LLM) agent development is rapidly transforming how businesses build intelligent automation systems, streamline workflows, automate customer interactions, and improve operational efficiency. | 33 | 6.5 | 0.00 | ||
| #1192 | simple-llm-agent mitsimple-llm-agent: A minimal ReAct-style LLM Agent with tool use, built for task automation with MiMo V2.5-Pro API | 32 | 6.5 | 0.00 | ||
| #1175 | llm-agentic-workflow-sandbox mitllm-agentic-workflow-sandbox: LangGraph-based sandbox for first steps programming llm-based agentic workflows in pharmacometrics. | 33 | 6.5 | 0.00 | ||
| #1201 | @agentic-surfaces/connector-jpd @agentic-surfaces/connector-jpd: Jira Product Discovery (JPD) helpers for [agentic-surfaces](https://github.com/dalebaldwin/agentic-surfaces) workflows. | 35 | 6.0 | 0.00 | ||
| #1210 | nest nest: LLM agent workflow tool. | 33 | 5.2 | 0.00 | ||
| #1211 | @uncaged/workflow-agent-builtin @uncaged/workflow-agent-builtin: `uwf-builtin` agent — built-in LLM agent with file read/write and shell tools. | 13 | 5.0 | +0.27 |
Browse all sectors at /sectors.