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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. 79 566 files from 1 758 authors, of which 61 913 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.

61 913
unique skills
out of 79 566 files found on GitHub
17 653
are copies
same content, someone else's repository
1 739
tokens, median
what a typical skill costs you in context
7 886
name collisions
two skills with one name cannot sit side by side

44 641–44 700 of 61 913

page 745 of 1 032
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
Radar Automation
by christophacham

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

723 tokens needs MCP
Rafflys Automation
by christophacham

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

730 tokens needs MCP
Raisely Automation
by christophacham

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

730 tokens needs MCP
Ramp Automation
by christophacham

Ramp Automation: manage corporate card transactions, reimbursements, users, and expense tracking via the Ramp platform

2k tokens needs MCP
Ravenseotools Automation
by christophacham

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

753 tokens needs MCP
Re Amaze Automation
by christophacham

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

734 tokens needs MCP
Realphonevalidation Automation
by christophacham

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

775 tokens needs MCP
Reddit Automation
by christophacham

Automate Reddit tasks via Rube MCP (Composio): search subreddits, create posts, manage comments, and browse top content. Always search tools first for current schemas.

2k tokens
Refiner Automation
by christophacham

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

730 tokens needs MCP
Remarkety Automation
by christophacham

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

738 tokens needs MCP
Remote Retrieval Automation
by christophacham

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

764 tokens needs MCP
Remove Bg Automation
by christophacham

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

738 tokens needs MCP
Render Automation
by christophacham

Automate Render tasks via Rube MCP (Composio): services, deployments, projects. Always search tools first for current schemas.

2k tokens
Repairshopr Automation
by christophacham

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

745 tokens needs MCP
Replicate Automation
by christophacham

Automate Replicate AI model operations -- run predictions, upload files, inspect model schemas, list versions, and manage prediction history via the Composio MCP integration.

1k tokens needs MCP
Reply Automation
by christophacham

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

723 tokens needs MCP
Reply Io Automation
by christophacham

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

734 tokens needs MCP
Resend Automation
by christophacham

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

726 tokens needs MCP
Respond Io Automation
by christophacham

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

741 tokens needs MCP
Retailed Automation
by christophacham

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

734 tokens needs MCP
Retently Automation
by christophacham

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

734 tokens needs MCP
Revolt Automation
by christophacham

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

726 tokens needs MCP
RingCentral Automation
by christophacham

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

557 tokens needs MCP
Ring Central Automation
by christophacham

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 christophacham

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

734 tokens needs MCP
Ritekit Automation
by christophacham

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

730 tokens needs MCP
Rkvst Automation
by christophacham

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

723 tokens needs MCP
Rocketlane Automation
by christophacham

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

741 tokens needs MCP
Rootly Automation
by christophacham

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

726 tokens needs MCP
Rosette Text Analytics Automation
by christophacham

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

786 tokens needs MCP
Route4me Automation
by christophacham

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

734 tokens needs MCP
Safetyculture Automation
by christophacham

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

753 tokens needs MCP
Sage Automation
by christophacham

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

719 tokens needs MCP
Salesforce Automation
by christophacham

Automate Salesforce tasks via Rube MCP (Composio): leads, contacts, accounts, opportunities, SOQL queries. Always search tools first for current schemas.

2k tokens
Salesmate Automation
by christophacham

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

738 tokens needs MCP
Sap Successfactors Automation
by christophacham

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

771 tokens needs MCP
Satismeter Automation
by christophacham

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

741 tokens needs MCP
Scrape Do Automation
by christophacham

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

738 tokens needs MCP
Scrapfly Automation
by christophacham

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

734 tokens needs MCP
Screenshot Fyi Automation
by christophacham

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

756 tokens needs MCP
Screenshotone Automation
by christophacham

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

753 tokens needs MCP
Screenshots
by christophacham

Generate marketing screenshots of your app using Playwright. Use when the user wants to create screenshots for Product Hunt, social media, landing pages, or documentation.

3k tokens
Seat Geek Automation
by christophacham

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

738 tokens needs MCP
Segment Automation
by christophacham

Automate Segment tasks via Rube MCP (Composio): track events, identify users, manage groups, page views, aliases, batch operations. Always search tools first for current schemas.

2k tokens
Segmetrics Automation
by christophacham

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

741 tokens needs MCP
Seismic Automation
by christophacham

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

730 tokens needs MCP
Semanticscholar Automation
by christophacham

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

760 tokens needs MCP
SEMrush Automation
by christophacham

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 Automation
by christophacham

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

734 tokens needs MCP
Sendfox Automation
by christophacham

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

730 tokens needs MCP
Sendgrid Automation
by christophacham

Automate SendGrid email operations including sending emails, managing contacts/lists, sender identities, templates, and analytics via Rube MCP (Composio). Always search tools first for current sche...

3k tokens
Sendlane Automation
by christophacham

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

734 tokens needs MCP
Sendloop Automation
by christophacham

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

734 tokens needs MCP
Sendspark Automation
by christophacham

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

738 tokens needs MCP
Sensibo Automation
by christophacham

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

730 tokens needs MCP
Sentry Automation
by christophacham

Automate Sentry tasks via Rube MCP (Composio): manage issues/events, configure alerts, track releases, monitor projects and teams. Always search tools first for current schemas.

3k tokens
Seqera Automation
by christophacham

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

726 tokens needs MCP
Serpdog Automation
by christophacham

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

730 tokens needs MCP
Serply Automation
by christophacham

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

726 tokens needs MCP
Servicem8 Automation
by christophacham

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

738 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: 11 350 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 79 566 files found on GitHub, 61 913 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: 7 886 skills here share a name with another skill, and two of them cannot sit side by side.