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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. 79 437 files from 1 744 authors, of which 61 785 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.

61 785
unique skills
out of 79 437 files found on GitHub
17 652
are copies
same content, someone else's repository
1 737
tokens, median
what a typical skill costs you in context
7 884
name collisions
two skills with one name cannot sit side by side

48 961–49 020 of 61 785

page 817 of 1 030
Sort Most copied
Most copied how often it was repackaged elsewhere Most stars on the repository that hosts it Lightest first cheapest to keep in context Heaviest first the ones that cost you the most Recently updated last push to the repository
Retailed Automation
by ComeOnOliver

Automate Retailed tasks via Rube MCP (Composio). Always search tools first for current schemas.

734 tokens needs MCP
Retellai Automation
by ComeOnOliver

Automate Retellai tasks via Rube MCP (Composio). Always search tools first for current schemas.

734 tokens needs MCP
Retently Automation
by ComeOnOliver

Automate Retently tasks via Rube MCP (Composio). Always search tools first for current schemas.

734 tokens needs MCP
Rev AI Automation
by ComeOnOliver

Automate Rev AI tasks via Rube MCP (Composio). Always search tools first for current schemas.

727 tokens needs MCP
Revolt Automation
by ComeOnOliver

Automate Revolt tasks via Rube MCP (Composio). Always search tools first for current schemas.

727 tokens needs MCP
RingCentral Automation
by ComeOnOliver

RingCentral automation via Rube MCP -- toolkit not currently available in Composio; no RING_CENTRAL_ tools found

557 tokens needs MCP
Ring Central Automation
by ComeOnOliver

Automate RingCentral tasks via Rube MCP (Composio): calls, messages, meetings, and unified communications. Always search tools first for current schemas.

1k tokens needs MCP
Rippling Automation
by ComeOnOliver

Automate Rippling tasks via Rube MCP (Composio). Always search tools first for current schemas.

734 tokens needs MCP
Ritekit Automation
by ComeOnOliver

Automate Ritekit tasks via Rube MCP (Composio). Always search tools first for current schemas.

730 tokens needs MCP
Rkvst Automation
by ComeOnOliver

Automate Rkvst tasks via Rube MCP (Composio). Always search tools first for current schemas.

723 tokens needs MCP
Rocketlane Automation
by ComeOnOliver

Automate Rocketlane tasks via Rube MCP (Composio). Always search tools first for current schemas.

742 tokens needs MCP
Rootly Automation
by ComeOnOliver

Automate Rootly tasks via Rube MCP (Composio). Always search tools first for current schemas.

727 tokens needs MCP
Rosette Text Analytics Automation
by ComeOnOliver

Automate Rosette Text Analytics tasks via Rube MCP (Composio). Always search tools first for current schemas.

787 tokens needs MCP
Route4me Automation
by ComeOnOliver

Automate Route4me tasks via Rube MCP (Composio). Always search tools first for current schemas.

734 tokens needs MCP
Safetyculture Automation
by ComeOnOliver

Automate Safetyculture tasks via Rube MCP (Composio). Always search tools first for current schemas.

753 tokens needs MCP
Sage Automation
by ComeOnOliver

Automate Sage tasks via Rube MCP (Composio). Always search tools first for current schemas.

719 tokens needs MCP
Salesforce Marketing Cloud Automation
by ComeOnOliver

Automate Salesforce Marketing Cloud tasks via Rube MCP (Composio). Always search tools first for current schemas.

802 tokens needs MCP
Salesforce Service Cloud Automation
by ComeOnOliver

Automate Salesforce Service Cloud tasks via Rube MCP (Composio). Always search tools first for current schemas.

794 tokens needs MCP
Salesmate Automation
by ComeOnOliver

Automate Salesmate tasks via Rube MCP (Composio). Always search tools first for current schemas.

738 tokens needs MCP
Sap Successfactors Automation
by ComeOnOliver

Automate SAP SuccessFactors tasks via Rube MCP (Composio). Always search tools first for current schemas.

772 tokens needs MCP
Satismeter Automation
by ComeOnOliver

Automate Satismeter tasks via Rube MCP (Composio). Always search tools first for current schemas.

742 tokens needs MCP
Scrape Do Automation
by ComeOnOliver

Automate Scrape Do tasks via Rube MCP (Composio). Always search tools first for current schemas.

738 tokens needs MCP
Scrapegraph AI Automation
by ComeOnOliver

Automate Scrapegraph AI tasks via Rube MCP (Composio). Always search tools first for current schemas.

757 tokens needs MCP
Scrapfly Automation
by ComeOnOliver

Automate Scrapfly tasks via Rube MCP (Composio). Always search tools first for current schemas.

734 tokens needs MCP
Scrapingant Automation
by ComeOnOliver

Automate Scrapingant tasks via Rube MCP (Composio). Always search tools first for current schemas.

745 tokens needs MCP
Scrapingbee Automation
by ComeOnOliver

Automate Scrapingbee tasks via Rube MCP (Composio). Always search tools first for current schemas.

745 tokens needs MCP
Screenshot Fyi Automation
by ComeOnOliver

Automate Screenshot Fyi tasks via Rube MCP (Composio). Always search tools first for current schemas.

757 tokens needs MCP
Screenshotone Automation
by ComeOnOliver

Automate Screenshotone tasks via Rube MCP (Composio). Always search tools first for current schemas.

753 tokens needs MCP
Seat Geek Automation
by ComeOnOliver

Automate Seat Geek tasks via Rube MCP (Composio). Always search tools first for current schemas.

738 tokens needs MCP
Securitytrails Automation
by ComeOnOliver

Automate Securitytrails tasks via Rube MCP (Composio). Always search tools first for current schemas.

757 tokens needs MCP
Segmetrics Automation
by ComeOnOliver

Automate Segmetrics tasks via Rube MCP (Composio). Always search tools first for current schemas.

742 tokens needs MCP
Seismic Automation
by ComeOnOliver

Automate Seismic tasks via Rube MCP (Composio). Always search tools first for current schemas.

730 tokens needs MCP
Semanticscholar Automation
by ComeOnOliver

Automate Semanticscholar tasks via Rube MCP (Composio). Always search tools first for current schemas.

760 tokens needs MCP
SEMrush Automation
by ComeOnOliver

Automate SEO analysis with SEMrush -- research keywords, analyze domain organic rankings, audit backlinks, assess keyword difficulty, and discover related terms through the Composio SEMrush integration.

2k tokens needs MCP
Sendbird AI Chabot Automation
by ComeOnOliver

Automate Sendbird AI Chabot tasks via Rube MCP (Composio). Always search tools first for current schemas.

772 tokens needs MCP
Sendbird Automation
by ComeOnOliver

Automate Sendbird tasks via Rube MCP (Composio). Always search tools first for current schemas.

734 tokens needs MCP
Sendfox Automation
by ComeOnOliver

Automate Sendfox tasks via Rube MCP (Composio). Always search tools first for current schemas.

730 tokens needs MCP
Sendlane Automation
by ComeOnOliver

Automate Sendlane tasks via Rube MCP (Composio). Always search tools first for current schemas.

734 tokens needs MCP
Sendloop Automation
by ComeOnOliver

Automate Sendloop tasks via Rube MCP (Composio). Always search tools first for current schemas.

734 tokens needs MCP
Sendspark Automation
by ComeOnOliver

Automate Sendspark tasks via Rube MCP (Composio). Always search tools first for current schemas.

738 tokens needs MCP
Sensibo Automation
by ComeOnOliver

Automate Sensibo tasks via Rube MCP (Composio). Always search tools first for current schemas.

730 tokens needs MCP
Seqera Automation
by ComeOnOliver

Automate Seqera tasks via Rube MCP (Composio). Always search tools first for current schemas.

727 tokens needs MCP
Serpapi Automation
by ComeOnOliver

Automate Serpapi tasks via Rube MCP (Composio). Always search tools first for current schemas.

730 tokens needs MCP
Serpdog Automation
by ComeOnOliver

Automate Serpdog tasks via Rube MCP (Composio). Always search tools first for current schemas.

730 tokens needs MCP
Serply Automation
by ComeOnOliver

Automate Serply tasks via Rube MCP (Composio). Always search tools first for current schemas.

727 tokens needs MCP
Servicem8 Automation
by ComeOnOliver

Automate Servicem8 tasks via Rube MCP (Composio). Always search tools first for current schemas.

738 tokens needs MCP
Sevdesk Automation
by ComeOnOliver

Automate Sevdesk tasks via Rube MCP (Composio). Always search tools first for current schemas.

730 tokens needs MCP
SharePoint Automation
by ComeOnOliver

SharePoint Automation: manage sites, lists, documents, folders, pages, and search content across SharePoint and OneDrive

2k tokens needs MCP
Share Point Automation
by ComeOnOliver

Automate SharePoint tasks via Rube MCP (Composio): document libraries, sites, lists, and content management. Always search tools first for current schemas.

1k tokens needs MCP
Shipengine Automation
by ComeOnOliver

Automate Shipengine tasks via Rube MCP (Composio). Always search tools first for current schemas.

742 tokens needs MCP
Short Io Automation
by ComeOnOliver

Automate Short IO tasks via Rube MCP (Composio). Always search tools first for current schemas.

734 tokens needs MCP
Short Menu Automation
by ComeOnOliver

Automate Short Menu tasks via Rube MCP (Composio). Always search tools first for current schemas.

742 tokens needs MCP
Shortcut Automation
by ComeOnOliver

Automate project management workflows in Shortcut -- create stories, manage tasks, track epics, and organize workflows through natural language commands.

2k tokens needs MCP
Shorten REST Automation
by ComeOnOliver

Automate Shorten Rest tasks via Rube MCP (Composio). Always search tools first for current schemas.

749 tokens needs MCP
Shortpixel Automation
by ComeOnOliver

Automate Shortpixel tasks via Rube MCP (Composio). Always search tools first for current schemas.

742 tokens needs MCP
Shotstack Automation
by ComeOnOliver

Automate Shotstack tasks via Rube MCP (Composio). Always search tools first for current schemas.

738 tokens needs MCP
Sidetracker Automation
by ComeOnOliver

Automate Sidetracker tasks via Rube MCP (Composio). Always search tools first for current schemas.

745 tokens needs MCP
Signaturely Automation
by ComeOnOliver

Automate Signaturely tasks via Rube MCP (Composio). Always search tools first for current schemas.

745 tokens needs MCP
Signpath Automation
by ComeOnOliver

Automate Signpath tasks via Rube MCP (Composio). Always search tools first for current schemas.

734 tokens needs MCP
Signwell Automation
by ComeOnOliver

Automate Signwell tasks via Rube MCP (Composio). Always search tools first for current schemas.

734 tokens needs MCP

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: 11 333 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 79 437 files found on GitHub, 61 785 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: 7 884 skills here share a name with another skill, and two of them cannot sit side by side.