mcpbeat Sign in

Claude Skills

The open format is called Agent Skills and works in Claude Code, Codex, Cursor and other agents — most people know it as Claude Skills.

Every Agent Skill we could find on GitHub, deduplicated by content. 86 961 files from 2 125 authors, of which 68 678 are unique — the rest is the same skill repackaged into someone else's repository. For each one: what it weighs in tokens, whether it ships runnable scripts, and which MCP servers it needs.

68 678
unique skills
out of 86 961 files found on GitHub
18 283
are copies
same content, someone else's repository
1 749
tokens, median
what a typical skill costs you in context
8 467
name collisions
two skills with one name cannot sit side by side

11 941–12 000 of 68 678

page 200 of 1 145
Influencer Prospecting
by ScrapeCreators

Use when the user wants to find creators, influencers, affiliates, or social accounts in a niche for outreach, partnerships, sponsorships, UGC, seeding, or competitive research. Produces scored prospect lists from public social data.

631 tokens
Content Repurposing
by ScrapeCreators

Use when the user wants to turn public social videos, transcripts, posts, or creator research into reusable content assets such as LinkedIn posts, X threads, short-form scripts, newsletters, blog outlines, carousels, or content calendars.

563 tokens
Competitor Social Research
by ScrapeCreators

Use when the user wants to research competitors' social media strategy, compare brands or creators, find what content is working in a niche, identify content gaps, or produce a practical social strategy brief from public social data.

1.1k tokens
Outlier Post Finder
by ScrapeCreators

Use when the user wants to find posts, videos, reels, shorts, tweets, or social content that overperformed versus a creator, brand, or competitor baseline. Finds outliers, explains why they worked, extracts hooks and formats, and produces a practical swipe file.

1.5k tokens
Ad Library Teardown
by ScrapeCreators

Use when the user wants to analyze active ads from Meta/Facebook, Google, or LinkedIn ad libraries; tear down a competitor's messaging; extract hooks, offers, CTAs, video transcripts, landing page claims, and test ideas from public ads.

946 tokens
Audience Research
by ScrapeCreators

Use when the user wants to evaluate a creator, influencer, or brand audience using public profile signals, TikTok audience demographics, follower/following data, comments, geography, language, and content fit. Helps judge sponsorship and market fit.

634 tokens
Transcript Intelligence
by ScrapeCreators

Use when the user wants to summarize, analyze, or repurpose transcripts from TikTok, Instagram, YouTube, Facebook, X/Twitter, LinkedIn, Rumble, or Reddit video posts. Extracts hooks, claims, quotes, content atoms, themes, and reusable scripts.

942 tokens
Social Listening Brief
by ScrapeCreators

Use when the user wants a social listening report about what people are saying about a brand, person, product, topic, category, or niche across public social platforms. Produces cited themes, sentiment caveats, notable posts, and recommended actions.

645 tokens
Trend Discovery
by ScrapeCreators

Use when the user wants to discover trending social topics, hashtags, sounds, posts, reels, shorts, creators, or formats in a niche. Searches public trend and discovery endpoints, ranks evidence, and turns trends into practical content angles.

789 tokens
Scrapecreators API
by ScrapeCreators

>- Scrape and extract public data from 27+ social media platforms using the ScrapeCreators REST API. Covers TikTok, Instagram, YouTube, LinkedIn, Facebook, Twitter/X, Reddit, Threads, Bluesky, Pinterest, Snapchat, Twitch, Kick, Truth Social, TikTok Shop, Google, and link-in-bio services (Linktree, Komi, Pillar, Linkbio, Linkme, Amazon Shop). Use when the user asks to scrape, fetch, extract, search, or look up social media profiles, posts, videos, reels, comments, transcripts, followers, ads, hashtags, trending content, or engagement metrics from any social platform. Also use when user mentions ScrapeCreators, social media API, ad library, or creator data.

4k tokens
Comment Mining
by ScrapeCreators

Use when the user wants to mine comments and replies for audience reactions, customer language, questions, objections, complaints, product ideas, buying intent, sentiment, or voice-of-customer insights from public social posts and videos.

1k tokens
Product Demand Research
by ScrapeCreators

Use when the user wants to validate a product idea, find pain points, mine demand signals, discover objections, or gather voice-of-customer language from Reddit, social posts, video transcripts, and comments. Produces evidence-backed product research.

635 tokens
Stitch SDK Usage
by google-labs-code
vendor

Use the Stitch SDK to generate, edit, and iterate on UI screens from text prompts, manage projects, and retrieve screen HTML/images. Use when the user wants to consume the SDK in their application.

2.4k tokens
Stitch SDK Domain Design
by google-labs-code
vendor

Design the domain model for the Stitch SDK. Use when mapping MCP tools to domain classes and bindings in domain-map.json. This is Stage 2 of the generation pipeline.

2k tokens
Stitch SDK Bug Bash
by google-labs-code
vendor

Find bugs in the Stitch SDK using a real API key. Covers standard functional edges and tricky situations.

1.6k tokens
Stitch SDK Development
by google-labs-code
vendor

Develop the Stitch SDK. Covers the generation pipeline, dual modality (agent vs SDK), error handling, and Traffic Light (Red-Green-Yellow) implementation workflow. Use when adding features, fixing bugs, or understanding the architecture.

3.5k tokens
Github Codebase Briefing
by google-labs-code
vendor

>- Generates a deeply contextual, progressive-disclosure briefing for any GitHub repository. It builds a mental model of the code before analyzing issues and PRs to provide actionable insights. Use when asked for a "GitHub report," "repo status," "daily briefing," or to "catch up on a codebase."

891 tokens
Stitch SDK Readme
by google-labs-code
vendor

Generate or update the README for the Stitch SDK. Use the Bookstore Test structure and source the current API from the codebase. Use when the README needs to be written or updated.

1.8k tokens
Stitch SDK Pipeline
by google-labs-code
vendor

Run the full Stitch SDK generation pipeline. Use when a new tool is added, or the SDK needs to be regenerated end-to-end.

2k tokens
Pg Security Release Analysis
by supabase
vendor

Generate a CVE catalog + Supabase impact analysis for a PostgreSQL security release. Use when reviewing a new upstream PG quarterly security release to decide what to ship and how to communicate. Inputs are the version ranges (e.g. REL_15_14..REL_15_18 + REL_17_6..REL_17_10); output is a draft catalog markdown ready to post on the breaking-change-analysis Linear ticket.

4.8k tokens
Release
by microsoft
vendor

Guide for performing the DirectX Tool Kit for DirectX 12 release process. Use this skill when asked to help with releasing a new version, publishing packages, or updating ports.

1.2k tokens
Directxtk12 Tutorial
by microsoft
vendor

>- Walk through the DirectX Tool Kit for DirectX 12 Getting Started tutorial step by step. Use this skill when asked to follow the tutorial, set up a new DirectX 12 project, or learn how to use DirectX Tool Kit for DX12 from scratch.

473 tokens
Directxtk12 Usage
by microsoft
vendor

>- Guide for integrating DirectX Tool Kit for DirectX 12 into new projects and understanding the library's API surface. Use this skill when asked about how to use DirectXTK12, set up a new project, or get an overview of available classes and functionality.

2.2k tokens
Genui Helper
by flutter
vendor

> Development helper for the GenUI repository. Use this skill when the user asks about GenUI workflows, running tests, creating components, finding A2UI or Dart references, or adhering to repository standards.

637 tokens
Create Catalog Item
by flutter
vendor

Use this skill when the user asks to create a new CatalogItem, data class, and/or widget class based on a JSON Schema definition in an application that uses Flutter's `genui` package.

1.2k tokens
Integrate Genui Firebase
by flutter
vendor

Use this skill when the user asks to integrate the genui package and get a simple conversation going with Firebase AI Logic.

1.6k tokens
Clerk Monorepo
by clerk
vendor

>- Work effectively in the clerk/javascript SDK monorepo. Use when setting up the repo, building / testing / running a package, deciding which of the @clerk/* packages to change, writing changesets, conventional commits, or PRs, or checking whether a change is a breaking change to clerk-js or ui. Covers the pnpm + turbo dev loop, the package map, and the repo's hard rules. AGENTS.md is the authority on the rules; this skill is the how-to layer that points back to it.

3k tokens
Mosaic
by clerk
vendor

>- `useRecipe` / slots / variants), or building a flow — authoring a state machine (`setup`, states/guards/`invoke`, wiring to React with `useMachine`/`useActor`/ `useSelector`), writing the controller (Clerk adapter) or view (rendering) layer, testing any of those layers, or migrating a legacy / pre-Mosaic component into the machine / controller / view split. Use when building, styling, debugging, testing, or migrating anything Mosaic. `references/mosaic-architecture.md` (repo root) holds the design-system contract; this skill is the how-to layer.

976 tokens
Adding Copyright Headers
by flutter
vendor

Adds copyright headers to files based on file type. Use when creating new files or when asked to verify copyright headers.

639 tokens
Preparing Pr
by flutter
vendor

Prepare a pull request by running presubmit with fixes. Use when preparing to commit or send a PR.

350 tokens
Authoring Skills
by flutter
vendor

Guides the creation of high-quality, effective skills for agentic workflows. Use when creating or modifying skills in the .agents/skills/ directory.

448 tokens
Reviewing Prs
by flutter
vendor

General workflow for fetching, inspecting, reviewing GitHub Pull Requests using the gh CLI, drafting user-aligned review comments, and securing approval before posting. Use when asked to review a GitHub PR or pull request.

569 tokens
Reviewing Devtools Prs
by flutter
vendor

DevTools repository-specific PR review workflow enforcing DevTools style guidelines and common review patterns. Use when reviewing pull requests in the flutter/devtools repository.

637 tokens
Adding Release Notes
by flutter
vendor

Adds user-facing change descriptions to DevTools release notes. Use when documenting improvements, fixes, or new features in the NEXT_RELEASE_NOTES.md file.

1k tokens scripts
Adding Changelog Entries
by flutter
vendor

Use when documenting changes in CHANGELOG.md files for devtools_shared, devtools_app_shared, or devtools_extensions.

481 tokens
Closing Obsolete Issues
by flutter
vendor

Find and close obsolete, stale, or not reproducible issues in the flutter/devtools repository.

934 tokens scripts
Updating Package Versions
by flutter
vendor

Guides updating dependency versions in published packages to avoid mono-repo resolution failures.

555 tokens
N8n Docs Author
by n8n-io
vendor

>- Authors and reviews n8n documentation pages following the n8n docs style and contribution guides. Use when writing new doc pages, editing existing docs, reviewing doc PRs, or checking content against the style guide. Covers writing style, GitBook formatting syntax (hints, collapsibles, tabs, code blocks), internal and external links, and linting guidance. Use when asked to write or edit docs, or to review content against the style guide.

3.3k tokens
Stripe Docs
by stripe
vendor

>- Use when the user or agent needs to read, search, or look up Stripe documentation or API reference. Prefer this over curl or WebFetch for any docs.stripe.com content.

224 tokens
Stripe Best Practices
by stripe
vendor

>- Guides Stripe integration decisions across API selection (Checkout Sessions vs PaymentIntents), Connect platform setup (Accounts v2, controller properties), billing/subscriptions, tax and registrations (Stripe Tax, automatic_tax, product tax codes), Treasury financial accounts, integration options (Checkout, Payment Element), migrating from deprecated Stripe APIs, and security best practices (API key management, restricted keys, webhooks, OAuth). Use when building, modifying, or reviewing any Stripe integration, including accepting payments, building marketplaces, integrating Stripe, processing payments, setting up subscriptions, collecting sales tax, VAT, or GST, creating connected accounts, or implementing secure key handling.

1.1k tokens
Stripe Projects
by stripe
vendor

> Use when the user wants to provision infrastructure or third-party services caching", "give me a Postgres", "provision Redis", "I need hosting", "add a vector DB", "get me an API key for X", "get credentials for X", "sign up for a service", "set up monitoring", "show me the catalog", "what can I provision", "browse providers", "add an LLM provider", "configure model provider", "add email sending", "set up search", "add a message queue", "set up object storage", "add feature flags". Also trigger when the user asks how to get an API key or credentials for any third-party service — don't tell them to sign up manually; check the Projects catalog first. Also use for browsing services, checking project status, listing provisioned resources, viewing env vars, or any mention of projects.dev or adding/provisioning/connecting a cloud service.

1.7k tokens
Connect Recommend
by stripe
vendor

>- Use this skill when the user asks about Stripe Connect configuration, charge patterns, Dashboard access, or how to get started with Connect, is building a marketplace, platform, multi-vendor store, gig platform, or subscription platform, needs to pay out sellers, vendors, or providers, mentions split payments, revenue sharing, multi-party payments, or similar payment distribution concepts, provides a company URL or business description for a recommendation, builds SaaS that routes money between parties (for example, POS, booking, invoicing — not operational SaaS without payment routing), asks about onboarding or KYC for merchants, sellers, and vendors, mentions connected account Dashboard or responsibility configurations, or asks about payment flows, white-label payments, or embedded payments.

5.3k tokens
Upgrade Stripe
by stripe
vendor

Guide for upgrading Stripe API versions and SDKs

1.4k tokens
Stripe Directory
by stripe
vendor

>- Use when the user wants to find businesses, software, service providers, or partners for a specific industry, workflow, pain point, capability, or job to be done. Also use when the agent needs to programmatically purchase or consume a service. Use Stripe Directory to build a short relevant shortlist, even if the user does not mention Stripe Directory explicitly.

1.4k tokens
Nihaixia
by jangviktor-web

| 倪海厦(1954-2012)台湾中医师,经方派代表人物,汉唐中医创始人。 核心心智模型:六经辨证、阳气论、经典至上、经方为主。 决策启发式:先辨六经再选方、阳气不足先扶阳、经典原方最可靠。 触发词:「倪海厦」「海厦视角」「中医倪海厦」「经方思维」「倪海厦会怎么看」「倪师」。 知识库覆盖:伤寒论129条全+金匮23篇+黄帝内经18篇+针灸教程+神农本草经345种+天纪+849医案(按疾病分类6个模块)+梁冬对话+口述表达DNA+六经辨证诊断公式(8个公式+快速诊断流程图+脉舌速查+合病并病速查+真寒假热鉴别+七步走思维模式)。 基于一手素材:梁冬对话录音稿、人纪班闭门课记录、医案集、神农本草经视频讲义。版本:2026-05-23 StableV2026.5.23+Bencao。

131k tokens zh
Karpathy LLM Wiki
by Astro-Han

Use when building or maintaining a personal LLM-powered knowledge base. Triggers: ingesting sources into a wiki, querying wiki knowledge, linting wiki quality, 'add to wiki', 'what do I know about', or any mention of 'LLM wiki' or 'Karpathy wiki'.

3.6k tokens scripts
Typeui
by bergside

Use TypeUI with Grok to access project design skills, brand kits, UI prompts, and layout variations through the TypeUI MCP server when creating or refining user interfaces.

437 tokens
Typeui
by bergside

Use TypeUI with Hermes Agent to access project design skills, brand kits, UI prompts, and layout variations through the TypeUI MCP server when creating or refining user interfaces.

473 tokens
Typeui
by bergside

Use TypeUI with OpenClaw to access project design skills, brand kits, UI prompts, and layout variations through the TypeUI MCP server when creating or refining user interfaces.

472 tokens
Typeui Fundamentals
by bergside

Universal UI/UX design principles covering visual hierarchy, interaction laws, typography foundations, and WCAG accessibility requirements. Use when making design decisions not covered by a specific design system, validating principle compliance, or resolving conflicts between aesthetics and accessibility. Design-system-agnostic and applies to every surface.

869 tokens
Azure Arg External Evaluation Policy Author
by Azure

Use when the user wants to author, design, or test an Azure Policy that queries Azure Resource Graph (ARG) at request-time — i.e. a policy whose deny/audit decision depends on data from elsewhere in the subscription (sibling/parent resource state, RG-wide invariants, multi-hop relationships, etc.). Formally called Azure Policy External Evaluation; sometimes referred to colloquially as "Invoke". Drives an iterative KQL co-design loop against the user's real subscription via `az graph query`, then emits a policy definition, assignment, `.http` test flow, and an `EXPLANATION.md` companion. Read-only; never provisions anything.

4.3k tokens
Add Command
by microsoft
vendor

> Use when adding a new cmake.* command to CMake Tools. Touches package.json (contributes.commands), package.nls.json, src/extension.ts (funs array), and

1.5k tokens
Backend Tests
by microsoft
vendor

> Use when writing unit tests under test/unit-tests/backend/*.test.ts that run in

1.4k tokens
Add Diagnostic Parser
by microsoft
vendor

> Use when adding a compiler or tool output parser for the Problems panel. Touches src/diagnostics/<name>.ts, src/diagnostics/build.ts, package.json "new diagnostic parser", "parse compiler output".

2.6k tokens
Add Setting
by microsoft
vendor

> Use when adding a new cmake.* configuration setting. Touches package.json (contributes.configuration), package.nls.json, src/config.ts (interface + getter), "add configuration".

1.2k tokens
Presets Vs Kits
by microsoft
vendor

> Use when writing or reviewing code that must work in both CMake Presets and Kits/Variants modes. Covers configure, build, test, environment, and generator

2.4k tokens
Pr Readiness
by microsoft
vendor

> Verify that a pull request into microsoft/vscode-cmake-tools meets contribution requirements. Use when preparing, reviewing, or finalizing a PR to check for a descriptive title, a meaningful description, a properly formatted CHANGELOG entry, code correctness, regression risks, adherence to existing patterns, and whether documentation updates are needed.

2.9k tokens
Validation Project
by microsoft
vendor

> Creates a validation project for testing a specific vscode-cmake-tools pull request. Use this skill when asked to create a validation project, test a PR, validate a pull request, or set up a PR validation environment. The skill creates a structured project directory with documentation, metadata, and checklists for systematically validating PR changes.

4k tokens
Telegram
by bubbuild

| Telegram Bot skill for sending and editing Telegram messages via Bot API. (2) Reply to a specific Telegram message with reply_to_message_id, (3) Edit an existing Telegram message, or (4) Push proactive Telegram notifications. Prefer rich formatted messages (headings, lists, tables, blockquotes, math, collapsible details, captioned media) over plain markdown whenever the content is more than one short paragraph.

2.2k tokens scripts
Gh
by bubbuild

GitHub CLI skill for interacting with GitHub via the gh command line tool. Use when Bub needs to (1) Create, view, or manage GitHub repositories, (2) Work with issues and pull requests, (3) Create and manage releases, (4) Run and monitor GitHub Actions workflows, (5) Create and manage gists, (6) Install and manage agent skills, or (7) Perform any GitHub operations via command line.

797 tokens

Claude Skills — questions

Answers built from the skills we actually parsed.

What is a Claude Skill?
A folder with a SKILL.md file: instructions that teach an agent to do one thing well, optionally with scripts and reference files alongside. The format is open and called Agent Skills — Claude Code, Codex and other agents read the same files. It is not a program you run; it is knowledge the agent loads when the task calls for it.
How is a skill different from an MCP server?
A server gives the agent new abilities — it connects to something and exposes tools. A skill gives the agent knowledge: how to use what it already has. They combine, and often literally: 13 478 of the skills here declare which MCP servers they need to work.
Why are there fewer skills here than in other catalogues?
Because we deduplicate by content. Of 86 961 files found on GitHub, 68 678 are unique — the rest is the same skill copied into someone else's repository, word for word. Catalogues that count files rather than skills show every copy as a separate entry.
What does the token count mean?
A skill is loaded in stages. Its name and description stay in the model's context all the time; the body of SKILL.md is read when the skill is used; other files in the folder, such as references, scripts and fonts, are opened only when the skill asks for them. The number we show is SKILL.md, the part every use pays for. A big folder is not a big cost: one official skill ships 83 font files, and none of them ever enters the context.
How do I install a skill?
Copy the skill folder into ~/.claude/skills for personal use, or into .claude/skills inside a project. The agent picks it up by the name in the SKILL.md header — which is worth checking: 8 467 skills here share a name with another skill, and two of them cannot sit side by side.