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.
Automate Membervault tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Metaads tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Metaphor tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Mezmo tasks via Rube MCP (Composio). Always search tools first for current schemas.
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.
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.
Automate Microsoft Tenant tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Microsoft Clarity tasks via Rube MCP (Composio): session recordings, heatmaps, and user behavior analytics. Always search tools first for current schemas.
Automate Minerstat tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Miro tasks via Rube MCP (Composio): boards, items, sticky notes, frames, sharing, connectors. Always search tools first for current schemas.
Automate Missive tasks via Rube MCP (Composio). Always search tools first for current schemas.
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.
Automate Mixpanel tasks via Rube MCP (Composio): events, segmentation, funnels, cohorts, user profiles, JQL queries. Always search tools first for current schemas.
Automate Mocean tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Moco tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Modelry tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for current schemas.
Automate Moneybird tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Moonclerk tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Moosend tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Mopinion tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate More Trees tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Moxie tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Moz tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Msg91 tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Mural tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate MX Technologies tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Mx Toolbox tasks via Rube MCP (Composio). Always search tools first for current schemas.
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.
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.
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...
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.
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.
Automate Nano Nets tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Nasa tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Nasdaq tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Ncscale tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Needle tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Neuronwriter tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Neutrino tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Neverbounce tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate New Relic observability workflows -- manage alert policies, notification channels, alert conditions, and monitor applications and browser apps via the Composio MCP integration.
Automate New Relic tasks via Rube MCP (Composio): APM, alerts, dashboards, NRQL queries, and infrastructure monitoring. Always search tools first for current schemas.
Automate Nextdns tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Ngrok tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Ninox tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Nocrm IO tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Notion tasks via Rube MCP (Composio): pages, databases, blocks, comments, users. Always search tools first for current schemas.
Automate NPM tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Ocrspace tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate ecommerce marketing workflows including contact management, bulk operations, and subscriber segmentation through Omnisend via Composio
Automate Oncehub tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate OneDrive file management, search, uploads, downloads, sharing, permissions, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.
Automate Onedesk tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Onepage tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Open Sea tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Opencage tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Opengraph IO tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Openperplex tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Openrouter tasks via Rube MCP (Composio). Always search tools first for current schemas.
Answers built from the skills we actually parsed.