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. 80 149 files from 1 774 authors, of which 62 489 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.

62 489
unique skills
out of 80 149 files found on GitHub
17 660
are copies
same content, someone else's repository
1 741
tokens, median
what a typical skill costs you in context
7 984
name collisions
two skills with one name cannot sit side by side

32 521–32 580 of 62 489

page 543 of 1 042
Add Diagnostic
by vercel-labs
vendor

Add a new diagnostic code following the defineDiagnostics() conventions from nostics

366 tokens
Nostics
by vercel-labs
vendor

Structured diagnostic code library for JavaScript/TypeScript. Turns errors and other conditions into typed, machine-readable `Diagnostic` instances with stable codes, docs URLs, and actionable fields. Use this skill whenever the project imports `nostics`, or works with `defineDiagnostics`/`defineProdDiagnostics`, the `Diagnostic` class, diagnostic code registries, or structured error handling. Also covers reporters (`createConsoleReporter`, `createFetchReporter` from nostics/reporters/fetch, `createFileReporter` from nostics/reporters/node, `createDevReporter` from nostics/reporters/dev), formatters (`formatDiagnostic`, `ansiFormatter`, `jsonFormatter`), and Vite plugins (`nosticsStrip` from @nostics/unplugin/strip-transform, `nosticsCollector` from @nostics/unplugin/dev-server-collector). Also use when migrating a library's existing `console.warn`/`console.error`/`warn()` helpers or thrown `Error`s to diagnostics: follow `references/migration.md`.

6k tokens
Init Rules
by lifedever

> Initialize or update CLAUDE.md coding standards for any project by auto-detecting tech stack and assembling rules from the claude-rules template library. Use when user says "init rules", "初始化规范", "生成 CLAUDE.md", or wants to set up coding standards.

15k tokens
Investigating Github Issues
by Shopify
vendor

Read-only investigation and analysis of GitHub issues for Shopify/shopify-app-template-react-router. Fetches issue details via gh CLI, searches for duplicates, examines the template's code for relevant context, applies version-based maintenance policy classification, and produces a structured investigation report. Use when a GitHub issue URL is provided or when asked to analyze or triage an issue.

3k tokens
Rank Tracking
by Ryze-AI-Adgent

Rank tracking without a tracker subscription — position movers between any two periods from real Search Console data. Use when asked "how are my rankings", "what moved this week/month", "track my keywords", or "did the update hit me".

499 tokens
Content Brief
by Ryze-AI-Adgent

SERP-driven content brief for a target keyword — what ranks, what to cover, headings, questions, internal links from your own data. Use when asked for a "content brief", "outline to rank for X", "what should this article cover", or before writing any SEO page.

532 tokens
Backlink Check
by Ryze-AI-Adgent

Backlink profile for any domain — referring domains, authority, anchors, new/lost links, and a side-by-side vs a competitor. Use when asked "check my backlinks", "backlink profile of X", "who links to them", or "link gap vs competitor".

436 tokens
AI Visibility
by Ryze-AI-Adgent

Measure real AI-engine visibility — traffic from ChatGPT, Perplexity, Claude, Gemini and which pages they cite — from actual GA4 referral data, not prompt sampling. Use when asked "AI visibility", "GEO/AEO check", "do LLMs cite us", "traffic from ChatGPT", or "how do we show up in AI search".

534 tokens
Keyword Research
by Ryze-AI-Adgent

Keyword research from a seed topic — ideas, real Google volume/CPC, intent, difficulty, clustered into a plan. Use when asked to "find keywords", "keyword research for X", "what should I rank for", or "build a keyword plan".

505 tokens
SEO Audit
by Ryze-AI-Adgent

Full SEO audit of a site from its real Search Console + GA4 data — indexation health, CTR anomalies, decaying pages, striking-distance keywords, quick wins. Use when asked to "audit my site", "SEO audit", "why is my organic traffic down", or "SEO health check".

590 tokens
SEO Vs Ads
by Ryze-AI-Adgent

Find money leaking between search ads and SEO — queries you pay for while already ranking organically, and paid queries with no organic coverage. Use when asked "am I paying for clicks I'd get free", "brand bidding waste", "SEO vs ads overlap", or "cut wasted ad spend with SEO".

518 tokens
Competitor Gap
by Ryze-AI-Adgent

Find keywords a competitor ranks for that the user's site doesn't — the content gap, prioritized by volume and winnability. Use when asked "what does competitor.com rank for", "keyword gap vs X", "steal competitor keywords", or "why do they outrank us".

484 tokens
Dv Admin
by microsoft
vendor

Environment-level Dataverse administration — bulk delete, retention/archival, organization settings, OrgDB settings, recycle bin, audit, and the 37 allowlisted PPAC toggles. Use when the user wants to clean up data at scale, configure audit, change environment settings, manage retention policies, or list/cancel ERP batch jobs.

11k tokens
Dv Security
by microsoft
vendor

Security-role assignment, user access, application users, business units, and admin self-elevation in Dataverse environments. Use when the user wants to give someone access, grant a role, become an admin, or add a service principal.

2k tokens
Dv Overview
by microsoft
vendor

Foundational cross-cutting context for Dataverse / Power Platform work — scope and the skill map, the tool-capability reference, the safety rules, and the safe change lifecycle. Use when the user mentions Dataverse, Dynamics 365, Power Platform, CRM, or ERP; load this first for orientation. Specialist skills self-route via their own frontmatter triggers.

7k tokens
Dv Connect
by microsoft
vendor

One-step setup for a Dataverse environment — installs tools, authenticates, registers the MCP server, and writes `.env`. Use when starting a new project, switching environments, fixing authentication, or troubleshooting an MCP connection that won't come up.

15k tokens
Dv Solution
by microsoft
vendor

Dataverse solution lifecycle — create, export, import, promote across environments, and validate deployments. Use when the user wants to package customizations, deploy to another environment, or move work between dev / test / prod.

3k tokens
Dv Metadata
by microsoft
vendor

Dataverse schema authoring and inspection — tables, columns, relationships, forms, and views. Use when the user wants to define, evolve, or inspect the data model — add a column, create a table, set up a lookup, customize a form, build a view, or list existing columns and relationships.

9k tokens
Dv Data
by microsoft
vendor

Record-level CRUD and bulk operations — create, update, delete, upsert, CSV import, multi-table foreign-key loads, AI-generated sample data. Use when the user wants to write, modify, seed, or import data records into Dataverse tables.

9k tokens
Dv Query
by microsoft
vendor

Bulk reads, multi-page iteration, and analytics over Dataverse data. Use when the user wants to read, list, filter, aggregate, group, join, or analyze records — including pandas DataFrame workflows and notebook exploration.

8k tokens
Tidyverse Patterns
by ab604

Modern tidyverse patterns for R including pipes, joins, grouping, purrr, and stringr. Use when writing tidyverse R code.

3k tokens
R Package Development
by ab604

R package development guide covering dependencies, API design, testing, and documentation. Use when developing R packages.

2k tokens
R Style Guide
by ab604

R style guide covering naming conventions, spacing, layout, and function design best practices. Use when writing R code.

2k tokens
Rlang Patterns
by ab604

rlang metaprogramming patterns for data-masking, injection operators, and dynamic dots. Use when writing functions that use tidy evaluation.

2k tokens
Tdd Workflow
by ab604

Test-driven development workflow for R using testthat. Use when writing new features, fixing bugs, or refactoring code. Enforces test-first development with 80%+ coverage.

5k tokens
R Bayes
by ab604

Patterns for Bayesian inference in R using brms, including multilevel models, DAG validation, and marginal effects. Use when performing Bayesian analysis.

2k tokens
R Oop
by ab604

R object-oriented programming guide for S7, S3, S4, and vctrs. Use when designing R classes or choosing an OOP system.

2k tokens
R Performance
by ab604

R performance best practices including profiling, benchmarking, vctrs, and optimization strategies. Use when optimizing R code.

2k tokens
Release Ahp
by microsoft
vendor

Cut a coordinated AHP release (spec + all 5 clients) — bumps every manifest, dates the CHANGELOGs, opens the release PR with auto-merge, and walks through pushing the six per-artifact tags. Use when the user says "release AHP X.Y.Z", "publish AHP", "cut a release", "tag the release", or similar. The skill also captures the recovery procedure for tags whose publish workflow didn't fire.

3k tokens
Session Metadata Migration
by microsoft
vendor

>- Migrate code that talks to or implements the Agent Host Protocol to the flattened SessionState model. Use when asked to upgrade an AHP client/server/binding and you see a `summary` sub-object on `SessionState` (e.g. `state.summary.title`, `session.summary.modifiedAt`), `model` / `agent` on `SessionState` / `SessionSummary` / `ChatState` / `ChatSummary`, the `session/modelChanged` or `session/agentChanged` actions, numeric `createdAt` / `modifiedAt`, or `model` / `agent` arguments to `createSession` / `createChat`.

4k tokens
Ahp Client
by microsoft
vendor

>- Interact with an Agent Host Protocol (AHP) server via WebSocket. Use when asked to connect to, message, or control an AHP server.

2k tokens
Channels Migration
by microsoft
vendor

>- Migrate code that talks to or implements the Agent Host Protocol from the pre-channels model to the current channel-based model. Use when asked to `envelope` field inside `action` params, a `resource` field on subscribe/unsubscribe/snapshot results, or `session` / `terminal` / `changeset` fields on command params or action payloads.

5k tokens
Groom Backlog
by microsoft
vendor

Audits recently closed PRs in agent-host-protocol (AHP) to make sure any future work they promised has a tracking issue (filing new ones or linking PRs to existing ones), then triages every open issue into implementable-now / no-longer-relevant / blocked-on-a-dependency, closing or annotating each accordingly, and finally prioritizes and implements the ready issues. Validates every follow-up and issue against the current state of this repo — the canonical `types/`, the generated client mirrors, the conformance fixtures, and the published versioned artifacts — before acting. Use when asked to triage or groom the issue backlog, file follow-up issues from merged PRs, audit closed PRs for un-tracked work, or work through the open issues.

6k tokens
Bcquality Al Review
by microsoft
vendor

Review Business Central AL code changes using the BCQuality knowledge base. Use when reviewing an AL pull request, a working-tree diff, or a single AL file, and you want findings backed by BCQuality's curated, BC-specific quality rules.

1k tokens
Engineering Principles
by Azure

Ingestion architecture and implementation principles. Use for design, review, meaningful refactoring, Azure integration, document security, testing, or operational changes.

2k tokens
Documentation Consistency
by Azure

Keeps ingestion repository and published GPT-RAG documentation aligned with shipped formats, configuration, indexing, deployment, audit, and operator behavior.

266 tokens
Architecture Decision
by Azure

Conducts and records a verifiable ingestion architectural decision. Use when a choice alters pipeline boundaries, chunk/index contracts, identity, data, source integration, deployment, or operation with meaningful reversal cost.

608 tokens
Service Release
by Azure

Prepares and validates gpt-rag-ingestion releases. Use for release branches, VERSION, changelog entries, compatible GPT-RAG pins, tags, images, and GitHub Release notes.

377 tokens
Ingestion Validation
by Azure

Selects and runs evidence-based validation for Python ingestion, chunking, jobs, Azure AI Search contracts, deployment assets, and the operator frontend. Use whenever repository behavior or engineering assets change.

409 tokens
Generate Prompt Request
by agent37-platform

This skill should be used to generate a "prompt request" one-pager that summarizes the current session for a pull request. It produces one consolidated User block folding together every ask and decision from the session, plus one Assistant block summarizing what was built. Use it when the user asks to "generate a prompt request", recap or summarize the session for a PR, or capture what was requested. Also use it automatically when opening a pull request or writing a PR description, so the PR body includes the asks and decisions behind the change. Works on the current session only and outputs inline markdown ready to paste into a PR.

1k tokens
Yc Advisor
by agent37-platform

This skill should be used when the user asks questions about startups, founding decisions, co-founders, fundraising, product development, growth, hiring, or any entrepreneurial advice. It provides access to Y Combinator's complete library of 443 curated resources including essays by Paul Graham, founder interviews, and startup school lectures. Use this skill to give thorough, research-backed advice on startup decisions.

1655k tokens scripts
No Negative Echo
by LB623

Reduce negative-constraint and session-history leakage when a discarded proposal or user correction is echoed into final artifacts as a ‘without X’ label, rejected-option explanation, or process residue. Use for 此地无银三百两式 output in prose, code, metadata, and handoffs, including later requests to finish, commit, publish, or open a PR after iterative work; not for ordinary deletion, deprecation, migration, or requirements where the exclusion itself is material.

683k tokens scripts
Aelf Skills Hub
by AElfProject

> Discovery, download, and configuration hub for the entire aelf agent skill ecosystem. (2) install/bootstrap aelf skills into Cursor, Claude Desktop, OpenClaw, Codex, or Claude Code, (3) route an aelf-related intent to the correct skill, (4) check health or audit installed skills, (5) onboard a new skill into the aelf ecosystem. AelfScan explorer, TomorrowDAO governance, aelf node interaction.

57k tokens scripts
Fixture Node Skill
by AElfProject

Fixture node skill depending on fixture core.

262 tokens scripts
Fixture Core Skill
by AElfProject

Fixture core skill for CI gates.

252 tokens scripts
Publish Report
by Amal-David

Publish local HTML, Markdown, or built static web projects with Pagecast as shareable public URLs. Use whenever Codex creates or finishes an .html, .htm, .md, .markdown, or static build output that a person could share (a report, plan, doc, dashboard, or analysis) — proactively offer to publish it without being asked — and whenever the user asks to publish, share, make a public link for, or send a local report/doc/dashboard/web project from terminal, Codex CLI, or Codex desktop.

2k tokens
Publish Report
by Amal-David

Help publish local HTML, Markdown, or built static web projects by asking whether to use Claude Code Artifacts or Pagecast/Cloudflare Pages when the user's publish request is ambiguous. Use when a report, plan, doc, dashboard, analysis, or static build output should be shared from Claude Code, especially when the user says publish, share, make a public link, or send this. If the user explicitly says Pagecast, publish with Pagecast.

3k tokens
Humanizer Ru
by ilyautov

Скилл для очеловечивания русскоязычного текста. Убирает признаки AI-генерации, делает текст живым. Используй ВСЕГДА, когда пользователь просит: очеловечить текст, убрать следы нейросети, сделать текст живым/естественным, переписать как человек, humanize на русском, убрать канцелярит, убрать водянистость, сделать текст менее формальным. Также используй если пользователь вставляет русскоязычный текст и говорит что-то вроде 'перепиши', 'сделай лучше', 'звучит как робот', 'слишком искусственно'. Работает ТОЛЬКО с русским языком. Для английского используй оригинальный humanizer. НЕ используй для: перевод, написание с нуля, грамматика, код.

39k tokens scripts ru
Socrates
by bevibing

Socratic method teaching skill that guides users to discover answers themselves through questioning, never giving direct answers. TRIGGER when: user's message contains 'socratic', 'Socrates', or '소크라테스'. Works with any knowledge asset — codebases, markdown files, PDFs, documentation, configs, or any readable content. Respond in the user's language.

2k tokens
Llmquant Etfs
by LLMQuant

Router skill for LLMQuant ETFs workflows. Use when the user needs ETF holdings, overlap, concentration, issuer snapshot, or theme exposure analysis.

1k tokens scripts
Llmquant Equities
by LLMQuant

Router skill for LLMQuant equities workflows. Use when the user needs stock analysis, equity comparison, research memos, merger-arb memos, or sell/take-profit work.

4k tokens scripts
Llmquant Credit
by LLMQuant

Router skill for LLMQuant credit workflows. Use when the user needs issuer credit review, spread regime analysis, high-yield stress monitoring, default risk, debt maturity, or covenant context.

2k tokens scripts
Llmquant Equity Derivatives
by LLMQuant

Router skill for LLMQuant equity derivatives workflows. Use when the user needs single-stock derivative, convertible, warrant, structured payoff, or hybrid security analysis.

1k tokens scripts
Llmquant Data
by LLMQuant

Router skill for LLMQuant Data primitive workflows. Use when the user needs SEC filings, 13F holders, macro snapshots, or source-grounded macro briefs.

3k tokens scripts
Llmquant Events
by LLMQuant

Router skill for LLMQuant event workflows. Use when the user needs earnings event briefs, M&A tracking, regulatory risk, catalysts, event calendars, or cross-asset event impact.

2k tokens scripts
Llmquant Commodities
by LLMQuant

Router skill for LLMQuant commodities workflows. Use when the user needs commodity spot, futures curve, inventory, roll yield, or macro linkage analysis.

1k tokens scripts
Llmquant Crypto
by LLMQuant

Router skill for LLMQuant crypto workflows. Use when the user needs crypto market regime analysis, token research, perpetual funding, basis, leverage, liquidity, or cross-asset crypto context.

2k tokens scripts
Llmquant Investor Lenses
by LLMQuant

Router skill for LLMQuant investor-lens workflows. Use when the user wants an investor-style reasoning overlay grounded in LLMQuant Data evidence.

26k tokens scripts
Llmquant Macro
by LLMQuant

Router skill for LLMQuant macro workflows. Use when the user needs macro dashboards, Fed or central-bank previews, inflation and growth context, liquidity, or macro-to-portfolio impact analysis.

2k tokens scripts
Llmquant Market Intelligence
by LLMQuant

Router skill for LLMQuant market-intelligence workflows. Use when the user needs macro views, market sentiment dashboards, or event probability signals.

2k tokens scripts

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: 11 696 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 80 149 files found on GitHub, 62 489 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 into the model's context when it is used, so its size is a running cost on every request that touches it. We measure the whole folder, not just SKILL.md: one official skill is 377 tokens, another drags 83 files of fonts behind it.
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: 7 984 skills here share a name with another skill, and two of them cannot sit side by side.