Leaderboard
Top 100 agent skills for Claude Code, Codex and other agents.
Top skills by score
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation. | anthropics/ | 180k | 62 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 2 | Handles everyday PDF jobs in Python and on the command line: extract text and tables, merge, split, rotate, watermark, fill forms, encrypt and OCR. | anthropics/ | 180k | 48 repos | ~2k | Automated safety check: Pass | Proprietary | 2 days ago |
| 3 | Builds multi-component claude.ai HTML artifacts as a small React, TypeScript and Tailwind project, then bundles it into one shareable HTML file. | anthropics/ | 180k | 40 repos | ~769 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 4 | Builds animated HTML slide decks that run in the browser with no dependencies, or converts PowerPoint files to the web, starting from visual style previews. | zarazhangrui/ | 30k | 16 repos | ~7k | Automated safety check: Pass | MIT | 3 mo ago |
| 5 | Design and build AI agents for any domain. An agent skill from shareAI-lab/learn-claude-code. | shareAI-lab/ | 78k | 6 repos | ~1.2k | Automated safety check: Pass | MIT | 9 days ago |
| 6 | Lets Claude Code ask questions of your Google NotebookLM notebooks through browser automation and return answers grounded in your uploaded sources. | PleasePrompto/ | 7.8k | 13 repos | ~2.4k | Automated safety check: Notes | MIT | 27 days ago |
| 7 | Scans React code for lint, accessibility, bundle size and architecture issues, reports a health score and checks that changes do not lower it. | makeplane/ | 60k | 12 repos | ~657 | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 8 | Walks the last step of a branch: confirm tests pass, detect the git environment, ask how to integrate, carry out your choice and clean up the worktree. | obra/ | 296k | 5 repos | ~1.9k | Automated safety check: Pass | MIT | today |
| 9 | Explains how to write Claude Code plugin hooks, both prompt-based checks and bash commands, for events such as PreToolUse, Stop and SessionStart. | anthropics/ | 37k | 11 repos | ~4.1k | Automated safety check: Notes | Apache-2.0 | today |
| 10 | Produces math and technical explainer videos with Manim Community Edition: concept animations, equation derivations, algorithm walkthroughs and data stories. | browser-use/ | 28k | 6 repos | ~3k | Automated safety check: Pass | MIT | 4 days ago |
| 11 | Guides a conversation that takes a vague idea through divergent and convergent thinking and ends in a markdown one-pager covering scope and assumptions. | addyosmani/ | 102k | 6 repos | ~2k | Automated safety check: Pass | MIT | 3 days ago |
| 12 | Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking… | vercel-labs/ | 44k | 24 repos | ~864 | Automated safety check: Pass | Apache-2.0 | today |
| 13 | Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. | rolling-scopes/ | 10k | 24 repos | ~4.2k | Automated safety check: Pass | MPL-2.0 | 3 days ago |
| 14 | A skill your agent uses when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions | farm-fe/ | 5.6k | 34 repos | ~1.4k | Automated safety check: Pass | MIT | 15 days ago |
| 15 | Has the agent carry out an implementation plan itself, task by task in the current session, keeping a ledger, proving each step with a test and ending with one whole-branch review. | obra/ | 296k | 2 repos | ~5.1k | Automated safety check: Pass | MIT | today |
| 16 | Explores a web app with the agent-browser CLI to find bugs and UX problems, then writes a report with screenshots, repro videos and step-by-step reproduction for each issue. | vercel-labs/ | 44k | 8 repos | ~2.7k | Automated safety check: Pass | Apache-2.0 | today |
| 17 | Creates original generative art in two steps: a written algorithmic philosophy, then a p5.js sketch with seeded randomness and an interactive viewer for exploring parameters. | anthropics/ | 180k | 37 repos | ~4.9k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 18 | Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. | spacering-net/ | 3.8k | 15 repos | ~3.6k | Automated safety check: Pass | MIT | today |
| 19 | 19.Matplotlib Low-level plotting library for full customization. An agent skill from zLanqing/codex-claude-academic-skills. | zLanqing/ | 4.6k | 17 repos | ~2.9k | Automated safety check: Pass | MIT | 4 mo ago |
| 20 | A skill your agent uses whenever the user mentions Horizon by name in a Laravel context. | coollabsio/ | 63k | 4 repos | ~898 | Automated safety check: Pass | MIT | today |
| 21 | Gives the agent Postgres rules to consult before writing or changing tables, queries, indexes, RLS policies or migrations, and when diagnosing slow queries. | supabase/ | 2.7k | 24 repos | ~808 | Automated safety check: Pass | MIT | 5 days ago |
| 22 | Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way. | openinterpreter/ | 69k | 3 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | today |
| 23 | Explains how to write agents for Claude Code plugins: the markdown file with YAML frontmatter, trigger descriptions, model and color settings, and system prompt design. | anthropics/ | 37k | 8 repos | ~2.8k | Automated safety check: Pass | Apache-2.0 | today |
| 24 | Create new skills, modify and improve existing skills, and measure skill performance. | Azure/ | 794 | 89 repos | ~8.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 25 | 25.Defuddle Uses the Defuddle CLI to pull clean, readable Markdown, JSON or metadata from web pages, stripping navigation, ads and clutter to save tokens. | kepano/ | 49k | 11 repos | ~208 | Automated safety check: Pass | MIT | 22 days ago |
| 26 | Reformats plain text or Markdown articles with frontmatter, a title, a summary, headings, bold, lists and code blocks, and saves a separate formatted copy. | JimLiu/ | 26k | 6 repos | ~3.5k | Automated safety check: Pass | MIT | 27 days ago |
| 27 | Authors static HTML presentations from a library of themes, layouts and animations, with keyboard navigation, for talks, pitch decks and reports. | lewislulu/ | 8.6k | 4 repos | ~4.7k | Automated safety check: Pass | MIT | 23 days ago |
| 28 | Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format. | shareAI-lab/ | 78k | 5 repos | ~1.1k | Automated safety check: Pass | MIT | 9 days ago |
| 29 | Creates original posters and static art as PNG or PDF by first writing a short design philosophy, then expressing it visually on a canvas. | anthropics/ | 180k | 51 repos | ~3k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 30 | Creates, edits and reviews Word documents: new files with docx-js, edits through the underlying XML, plus tracked changes, comments and conversions. | anthropics/ | 180k | 6 repos | ~1.7k | Automated safety check: Pass | Proprietary | 2 days ago |
| 31 | Deploys a project to Vercel with one script and no login, then returns a live preview URL and a claim link for moving the deployment into your own Vercel account. | bytedance/ | 83k | 10 repos | ~797 | Automated safety check: Pass | MIT | today |
| 32 | 32.PPT Master Generates editable PowerPoint decks, rebuilds slides from images, fills .pptx templates and polishes existing presentations through routed workflows. | hugohe3/ | 58k | 1 repo | ~2.5k | Automated safety check: Pass | MIT | 2 days ago |
| 33 | Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg. | spacering-net/ | 3.8k | 15 repos | ~3.6k | Automated safety check: Notes | MIT | today |
| 34 | 34.Monitor CI Monitor Nx Cloud CI pipeline and handle self-healing fixes. An agent skill from nrwl/nx. | nrwl/ | 29k | 5 repos | ~4.7k | Automated safety check: Pass | MIT | today |
| 35 | Rules for structuring React components with composition instead of boolean props, covering compound components, lifted state, variants and React 19 changes. | vercel-labs/ | 1.7k | 58 repos | ~721 | Automated safety check: Pass | MIT | 7 mo ago |
| 36 | Investigates a session where Superpowers went wrong, reads the transcripts on disk and produces an evidence-cited report, optionally prepared as a bug report for the maintainers. | obra/ | 296k | 3 repos | ~1.7k | Automated safety check: Pass | MIT | today |
| 37 | 37.Impeccable A skill your agent uses when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a… | bestofjs/ | 3.1k | 27 repos | ~2.6k | Automated safety check: Pass | MIT | 2 days ago |
| 38 | 38.Scikit Learn Machine learning in Python with scikit-learn. An agent skill from zLanqing/codex-claude-academic-skills. | zLanqing/ | 4.6k | 17 repos | ~3.9k | Automated safety check: Pass | BSD-3-Clause | 4 mo ago |
| 39 | Hardens code against vulnerabilities. An agent skill from penpot/penpot. | penpot/ | 61k | 6 repos | ~4.7k | Automated safety check: Notes | MPL-2.0 | today |
| 40 | Bundles design tasks behind one skill: brand identity, tokens, UI styling, logos, corporate identity mockups, slides, banners, icons and social images. | nextlevelbuilder/ | 134k | 1 repo | ~3.5k | Automated safety check: Pass | MIT | 3 days ago |
| 41 | NestJS best practices and architecture patterns for building production-ready applications. | rolling-scopes/ | 10k | 6 repos | ~1.2k | Automated safety check: Pass | MIT | 3 days ago |
| 42 | Automates browser interactions for web testing, form filling, screenshots, and data extraction. | quran/ | 1.9k | 41 repos | ~3.3k | Automated safety check: Pass | No licence | 5 mo ago |
| 43 | Manages a Sub2API deployment from the command line: accounts, redeem and invitation codes, groups, proxies, imports, exports and raw admin API calls. | Wei-Shaw/ | 43k | 1 repo | ~717 | Automated safety check: Pass | LGPL-3.0 | today |
| 44 | Gets Firecrawl working in a project: signs you in through the browser, saves FIRECRAWL_API_KEY to .env and picks the first SDK or REST path. | firecrawl/ | 189k | 1 repo | ~1.4k | Automated safety check: Notes | ISC | today |
| 45 | A guide to creating and managing Claude Code skills with auto-activation: skill-rules.json triggers, hooks, enforcement levels, YAML frontmatter and progressive disclosure. | diet103/ | 10k | 10 repos | ~3.5k | Automated safety check: Pass | MIT | 2 mo ago |
| 46 | Picks a suitable chart type from 26 options for your data, maps the data to that chart's parameters and generates a chart image through a JavaScript script. | bytedance/ | 83k | 2 repos | ~840 | Automated safety check: Pass | MIT | today |
| 47 | Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams. | bytedance/ | 83k | 5 repos | ~1.3k | Automated safety check: Pass | MIT | today |
| 48 | Shows how Claude Code plugins keep per-project settings and state in .claude/plugin-name.local.md files with YAML frontmatter and a markdown body. | anthropics/ | 37k | 7 repos | ~3k | Automated safety check: Pass | Apache-2.0 | today |
Questions, answered from the data.
What is the best agent skill right now?
MCP Server Builder (official) from anthropics/skills ranks first of the 100 top agent skills listed here, with the highest score: its repository has 180k GitHub stars, 62 other GitHub owners carry a copy, its SKILL.md loads about 2.3k tokens and it passes the automated safety check with no findings. Next come PDF Processing and Web Artifacts Builder.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.
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