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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

44 581–44 640 of 61 913

page 744 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
Optimoroute Automation
by christophacham

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

745 tokens needs MCP
Outlook Automation
by christophacham

Automate Outlook tasks via Rube MCP (Composio): emails, calendar, contacts, folders, attachments. Always search tools first for current schemas.

2k tokens
Outlook Calendar Automation
by christophacham

Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas.

2k tokens
Owl Protocol Automation
by christophacham

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

749 tokens needs MCP
Page X Automation
by christophacham

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

726 tokens needs MCP
Pagerduty Automation
by christophacham

Automate PagerDuty tasks via Rube MCP (Composio): manage incidents, services, schedules, escalation policies, and on-call rotations. Always search tools first for current schemas.

3k tokens
PandaDoc Automation
by christophacham

Automate document workflows with PandaDoc -- create documents from files, manage contacts, organize folders, set up webhooks, create templates, and track document status through the Composio PandaDoc integration.

2k tokens needs MCP
Paradym Automation
by christophacham

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

730 tokens needs MCP
Parallel Automation
by christophacham

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

734 tokens needs MCP
Parma Automation
by christophacham

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

723 tokens needs MCP
Parsehub Automation
by christophacham

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

734 tokens needs MCP
Parsera Automation
by christophacham

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

730 tokens needs MCP
Parseur Automation
by christophacham

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

730 tokens needs MCP
Passcreator Automation
by christophacham

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

745 tokens needs MCP
Passslot Automation
by christophacham

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

734 tokens needs MCP
Payhip Automation
by christophacham

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

726 tokens needs MCP
PDF Co Automation
by christophacham

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

726 tokens needs MCP
Pdf4me Automation
by christophacham

Automate Pdf4me tasks via Rube MCP (Composio). Always search tools first for current schemas.

726 tokens needs MCP
Pdfmonkey Automation
by christophacham

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

738 tokens needs MCP
Peopledatalabs Automation
by christophacham

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

756 tokens needs MCP
Perigon Automation
by christophacham

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

730 tokens needs MCP
Persistiq Automation
by christophacham

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

738 tokens needs MCP
Pexels Automation
by christophacham

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

726 tokens needs MCP
PhantomBuster Automation
by christophacham

Automate lead generation, web scraping, and social media data extraction workflows through PhantomBuster's cloud platform via Composio

1k tokens needs MCP
Piggy Automation
by christophacham

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

723 tokens needs MCP
Piloterr Automation
by christophacham

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

734 tokens needs MCP
Pilvio Automation
by christophacham

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

726 tokens needs MCP
Pipedrive Automation
by christophacham

Automate Pipedrive CRM operations including deals, contacts, organizations, activities, notes, and pipeline management via Rube MCP (Composio). Always search tools first for current schemas.

3k tokens
Pipeline CRM Automation
by christophacham

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

749 tokens needs MCP
Placekey Automation
by christophacham

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

734 tokens needs MCP
Placid Automation
by christophacham

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

726 tokens needs MCP
Plain Automation
by christophacham

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

723 tokens needs MCP
Plasmic Automation
by christophacham

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

730 tokens needs MCP
Platerecognizer Automation
by christophacham

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

760 tokens needs MCP
Playwright Skill
by christophacham

Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login flows, check links, automate any browser task. Use when user wants to test websites, automate browser interactions, validate web functionality, or perform any browser-based testing. Do NOT use for quick page debugging or network inspection (use chrome-devtools instead).

4k tokens
Playwright
by christophacham

> Playwright E2E testing patterns.

2k tokens
Plisio Automation
by christophacham

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

726 tokens needs MCP
Polygon Automation
by christophacham

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

730 tokens needs MCP
Polygon Io Automation
by christophacham

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

741 tokens needs MCP
Poptin Automation
by christophacham

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

726 tokens needs MCP
Postgrid Automation
by christophacham

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

734 tokens needs MCP
Postgrid Verify Automation
by christophacham

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

760 tokens needs MCP
Posthog Automation
by christophacham

Automate PostHog tasks via Rube MCP (Composio): events, feature flags, projects, user profiles, annotations. Always search tools first for current schemas.

2k tokens
Postmark Automation
by christophacham

Automate Postmark email delivery tasks via Rube MCP (Composio): send templated emails, manage templates, monitor delivery stats and bounces. Always search tools first for current schemas.

2k tokens
Precoro Automation
by christophacham

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

730 tokens needs MCP
Prerender Automation
by christophacham

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

738 tokens needs MCP
Printautopilot Automation
by christophacham

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

756 tokens needs MCP
Prismic Automation
by christophacham

Automate headless CMS operations in Prismic -- query documents, search content, retrieve custom types, and manage repository refs through the Composio Prismic integration.

2k tokens needs MCP
Process Street Automation
by christophacham

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

756 tokens needs MCP
Procfu Automation
by christophacham

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

726 tokens needs MCP
Productboard Automation
by christophacham

Automate product management workflows in Productboard -- manage features, notes, objectives, components, and releases through natural language commands.

2k tokens needs MCP
Productlane Automation
by christophacham

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

745 tokens needs MCP
Project Bubble Automation
by christophacham

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

756 tokens needs MCP
Project Workflow Analysis Blueprint Generator
by christophacham

Comprehensive technology-agnostic prompt generator for documenting end-to-end application workflows. Automatically detects project architecture patterns, technology stacks, and data flow patterns to generate detailed implementation blueprints covering entry points, service layers, data access, error handling, and testing approaches across multiple technologies including .NET, Java/Spring, React, and microservices architectures.

3k tokens
Proofly Automation
by christophacham

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

730 tokens needs MCP
Proxiedmail Automation
by christophacham

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

745 tokens needs MCP
Pushbullet Automation
by christophacham

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

741 tokens needs MCP
Pushover Automation
by christophacham

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

734 tokens needs MCP
Quaderno Automation
by christophacham

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

734 tokens needs MCP
Qualaroo Automation
by christophacham

Automate Qualaroo 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: 11 350 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.