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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

44 521–44 580 of 61 913

page 743 of 1 032
Membervault Automation
by christophacham

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

745 tokens needs MCP
Metaads Automation
by christophacham

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

730 tokens needs MCP
Metaphor Automation
by christophacham

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

734 tokens needs MCP
Mezmo Automation
by christophacham

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

723 tokens needs MCP
Microsoft Clarity Automation
by christophacham

Automate user behavior analytics with Microsoft Clarity -- export heatmap data, session metrics, and engagement analytics segmented by browser, device, country, source, and more through the Composio Microsoft Clarity integration.

1k tokens needs MCP
Microsoft Teams Automation
by christophacham

Automate Microsoft Teams tasks via Rube MCP (Composio): send messages, manage channels, create meetings, handle chats, and search messages. Always search tools first for current schemas.

2k tokens
Microsoft Tenant Automation
by christophacham

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

764 tokens needs MCP
Microsoft Clarity Automation
by christophacham

Automate Microsoft Clarity tasks via Rube MCP (Composio): session recordings, heatmaps, and user behavior analytics. Always search tools first for current schemas.

1k tokens needs MCP
Minerstat Automation
by christophacham

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

738 tokens needs MCP
Miro Automation
by christophacham

Automate Miro tasks via Rube MCP (Composio): boards, items, sticky notes, frames, sharing, connectors. Always search tools first for current schemas.

2k tokens
Missive Automation
by christophacham

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

730 tokens needs MCP
Mistral AI Automation
by christophacham

Automate Mistral AI operations -- manage files and libraries, upload documents for fine-tuning, batch processing, and OCR, track fine-tuning jobs, and build RAG pipelines via the Composio MCP integration.

1k tokens needs MCP
Mixpanel Automation
by christophacham

Automate Mixpanel tasks via Rube MCP (Composio): events, segmentation, funnels, cohorts, user profiles, JQL queries. Always search tools first for current schemas.

2k tokens
Mocean Automation
by christophacham

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

726 tokens needs MCP
Moco Automation
by christophacham

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

719 tokens needs MCP
Modelry Automation
by christophacham

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

730 tokens needs MCP
Monday Automation
by christophacham

Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for current schemas.

3k tokens
Moneybird Automation
by christophacham

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

738 tokens needs MCP
Moonclerk Automation
by christophacham

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

738 tokens needs MCP
Moosend Automation
by christophacham

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

730 tokens needs MCP
Mopinion Automation
by christophacham

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

734 tokens needs MCP
More Trees Automation
by christophacham

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

741 tokens needs MCP
Moxie Automation
by christophacham

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

723 tokens needs MCP
Moz Automation
by christophacham

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

715 tokens needs MCP
Msg91 Automation
by christophacham

Automate Msg91 tasks via Rube MCP (Composio). Always search tools first for current schemas.

723 tokens needs MCP
Mural Automation
by christophacham

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

723 tokens needs MCP
Mx Technologies Automation
by christophacham

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

760 tokens needs MCP
Mx Toolbox Automation
by christophacham

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

741 tokens needs MCP
N8n Code Javascript
by christophacham

Write JavaScript code in n8n Code nodes. Use when writing JavaScript in n8n, using $input/$json/$node syntax, making HTTP requests with $helpers, working with dates using DateTime, troubleshooting Code node errors, or choosing between Code node modes.

26k tokens
N8n Code Python
by christophacham

Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to understand Python limitations in n8n Code nodes.

4k tokens
N8n MCP Tools Expert
by christophacham

Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool sele...

4k tokens
N8n Validation Expert
by christophacham

Interpret validation errors and guide fixing them. Use when encountering validation errors, validation warnings, false positives, operator structure issues, or need help understanding validation results. Also use when asking about validation profiles, error types, or the validation loop process.

14k tokens
N8n Workflow Patterns
by christophacham

Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns, planning workflow architecture, or asking about webhook processing, HTTP API integration, database operations, AI agent workflows, or scheduled tasks.

24k tokens
Nano Nets Automation
by christophacham

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

738 tokens needs MCP
Nasa Automation
by christophacham

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

719 tokens needs MCP
Nasdaq Automation
by christophacham

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

726 tokens needs MCP
Ncscale Automation
by christophacham

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

730 tokens needs MCP
Needle Automation
by christophacham

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

726 tokens needs MCP
Neuronwriter Automation
by christophacham

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

749 tokens needs MCP
Neutrino Automation
by christophacham

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

734 tokens needs MCP
Neverbounce Automation
by christophacham

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

745 tokens needs MCP
New Relic Automation
by christophacham

Automate New Relic observability workflows -- manage alert policies, notification channels, alert conditions, and monitor applications and browser apps via the Composio MCP integration.

1k tokens needs MCP
New Relic Automation
by christophacham

Automate New Relic tasks via Rube MCP (Composio): APM, alerts, dashboards, NRQL queries, and infrastructure monitoring. Always search tools first for current schemas.

1k tokens needs MCP
Nextdns Automation
by christophacham

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

730 tokens needs MCP
Ngrok Automation
by christophacham

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

723 tokens needs MCP
Ninox Automation
by christophacham

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

723 tokens needs MCP
Nocrm Io Automation
by christophacham

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

734 tokens needs MCP
Notion Automation
by christophacham

Automate Notion tasks via Rube MCP (Composio): pages, databases, blocks, comments, users. Always search tools first for current schemas.

2k tokens
npm Automation
by christophacham

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

715 tokens needs MCP
Ocrspace Automation
by christophacham

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

734 tokens needs MCP
Omnisend Automation
by christophacham

Automate ecommerce marketing workflows including contact management, bulk operations, and subscriber segmentation through Omnisend via Composio

1k tokens needs MCP
Oncehub Automation
by christophacham

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

730 tokens needs MCP
One Drive Automation
by christophacham

Automate OneDrive file management, search, uploads, downloads, sharing, permissions, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.

3k tokens
Onedesk Automation
by christophacham

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

730 tokens needs MCP
Onepage Automation
by christophacham

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

730 tokens needs MCP
Open Sea Automation
by christophacham

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

734 tokens needs MCP
Opencage Automation
by christophacham

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

734 tokens needs MCP
Opengraph Io Automation
by christophacham

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

749 tokens needs MCP
Openperplex Automation
by christophacham

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

745 tokens needs MCP
Openrouter Automation
by christophacham

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

741 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.