# Agent Skills Marketplace - Claude, Codex & ChatGPT Skills | SkillsMP > Markdown mirror of DialtoneApp's public top-site detail page for `skillsmp.com`. URL: https://dialtoneapp.com/top-sites/skillsmp.com/index.md Canonical HTML: https://dialtoneapp.com/top-sites/skillsmp.com ## Summary - Domain: `skillsmp.com` - Website: https://skillsmp.com - Description: callable surface | score 44 | purchase read only | control token required - Label: callable_surface - Payment surface: Not available - Purchase boundary: read_only - Control boundary: token_required - Rank: 259233 ## robots ~~~text # SkillsMP - AI Agent Friendly Robots.txt # Advertising crawlers - full access User-Agent: Mediapartners-Google User-Agent: AdsBot-Google User-Agent: GoogleAdSenseInfeed User-Agent: Google-Display-Ads-Bot Allow: / # AI Search Agents - allowed for search and AI input User-Agent: GPTBot User-Agent: ChatGPT-User User-Agent: ClaudeBot User-Agent: Google-Extended User-Agent: PerplexityBot User-Agent: DeepSeekBot User-Agent: Applebot-Extended User-Agent: OAI-SearchBot User-Agent: cohere-ai Allow: / Disallow: /api/ Disallow: /auth/ # AI Training crawlers - restricted User-Agent: CCBot User-Agent: ByteSpider User-Agent: anthropic-ai User-Agent: Diffbot Disallow: / # General crawlers User-Agent: * Allow: / Disallow: /api/ Disallow: /auth/ Crawl-delay: 1 # Content Signals (draft standard) Content-Signal: search=yes, ai-input=yes, ai-train=no # NLWeb Schema Feeds schemamap: https://skillsmp.com/schemamap.xml Sitemap: https://skillsmp.com/sitemap.xml ~~~ ## llms ~~~text # SkillsMP - Claude Skills Marketplace > SkillsMP is a community-driven platform aggregating 900,000+ Claude Code skills from GitHub. Search with AI semantics, browse by category or occupation, and discover open-source skills to enhance your Claude Code experience. Key information: - This is an independent community project, NOT affiliated with Anthropic - All skills are open source and sourced from GitHub repositories - Supports 9 languages: English, Chinese, Japanese, Korean, Spanish, French, German, Portuguese, Arabic (path: /en, /zh, /ja, /ko, /es, /fr, /de, /pt, /ar) - Provides a free REST API — keyword search works without authentication, AI semantic search requires an API key ## Main Pages - [Homepage](https://skillsmp.com/): Search and browse all skills with AI-powered semantic search - [Categories](https://skillsmp.com/categories): Browse skills organized by domain (Development, AI & ML, DevOps, etc.) - [Occupations](https://skillsmp.com/occupations): Browse skills by SOC occupation (Software Developers, Data Scientists, etc.) - [Timeline](https://skillsmp.com/timeline): View skill updates and growth trends over time - [Search](https://skillsmp.com/search): Advanced search with filters for marketplace.json, stars, and update time - [Changelog](https://skillsmp.com/changelog): Platform updates, new features, and improvements - [Skill Detail](https://skillsmp.com/skills/{id}): Individual skill pages with full details, README, installation instructions - [Occupation Detail](https://skillsmp.com/occupations/{slug}): Skills relevant to a specific occupation with SOC classification ## User Features (requires login) Sign in with Google or GitHub to access personalized features: - [Favorites](https://skillsmp.com/favorites): Save and organize your favorite skills - [History](https://skillsmp.com/history): Track your recently viewed skills - API Key Management: Generate API keys for programmatic access ## Documentation - [Docs](https://skillsmp.com/docs): Getting started guide and official documentation links - [API Docs](https://skillsmp.com/docs/api): REST API documentation with examples - [Developer Portal](https://skillsmp.com/developers): Quickstart, MCP setup, sandbox, rate limits - [Agent Authentication](https://skillsmp.com/developers#agent-auth): Step-by-step auth guide for AI agents - [Webhooks](https://skillsmp.com/developers#webhooks): Polling patterns, timeline feed, webhook roadmap - [FAQ](https://skillsmp.com/docs/faq): Frequently asked questions about skills, installation, and quality - [About](https://skillsmp.com/about): Our mission and what we do ## REST API Base URL: `https://skillsmp.com` SkillsMP provides a free REST API for programmatic access. Keyword search works without authentication (just call the endpoint); AI semantic search requires an API key. Full interactive documentation with code examples: https://skillsmp.com/docs/api ### Quick Start Anonymous (no setup needed): ``` curl "https://skillsmp.com/api/v1/skills/search?q=playwright" ``` Authenticated (higher limits + AI search): ``` curl "https://skillsmp.com/api/v1/skills/search?q=playwright" \ -H "Authorization: Bearer sk_live_your_api_key" ``` ### Rate Limits | Tier | Daily | Per-Minute | Available Endpoints | |------|-------|------------|---------------------| | Anonymous (no API key) | 50 | 10 | Keyword Search | | Authenticated (API key) | 500 | 30 | Keyword Search, AI Search | Get your free API key at https://skillsmp.com/docs/api (requires login). All quotas reset at midnight UTC. Rate limit headers are included in every response: - `X-RateLimit-Daily-Limit` — your daily request limit - `X-RateLimit-Daily-Remaining` — remaining requests for today - `X-RateLimit-Minute-Limit` — per-minute burst limit (search endpoint) - `X-RateLimit-Minute-Remaining` — remaining requests this minute ### Authentication Pass your API key via the Authorization header: ``` Authorization: Bearer sk_live_your_api_key ``` ### Agent Authentication AI agents (Claude, ChatGPT, autonomous pipelines) authenticate with long-lived API keys — no OAuth or user interaction needed at runtime. 1. A human owner signs in at https://skillsmp.com/auth/login and generates an API key from the Developer Portal. 2. Store the key in your agent's secret manager (env var, vault, KMS). Never put it in client-side code or URLs. 3. Send `Authorization: Bearer ` on every request. 4. On HTTP 429, read `X-RateLimit-Minute-Remaining` / `X-RateLimit-Daily-Remaining`, back off, and retry. 5. Set a descriptive `User-Agent` (e.g. `SkillsMPClient/1.0 (+https://your-agent.example)`) so we can reach you on issues. 6. Prefer MCP (https://skillsmp.com/mcp) over hand-rolled REST for tool-calling agents. Full guide: https://skillsmp.com/developers#agent-auth ### Webhooks SkillsMP does not currently emit outbound webhooks. Agents that need to track the catalog should poll: - New/updated skills: `GET /api/v1/skills/search?q=*&sortBy=recent&limit=50` (hourly cadence matches our ETL refresh) - Timeline trends: `GET /api/timeline?granularity=daily&limit=30` - MCP push-style: call `search_skills` on a timer and stream into context — no inbound endpoint required Outbound webhooks for new-skill and update events are on the roadmap. Details: https://skillsmp.com/developers#webhooks ### Endpoints #### 1. Keyword Search — `GET /api/v1/skills/search` Anonymous or authenticated. Database-backed full-text search. Parameters: - `q` (required): Search keywords (max 200 chars, must contain at least one letter or number) - `page`: Page number (default: 1, max: 50) - `limit`: Results per page (default: 20, max: 50) - `sortBy`: `stars` or `recent` (default: `recent`) - `category`: Filter by category slug (e.g. `data-ai`, `devops`, `web-scraping`) - `occupation`: Filter by SOC occupation slug (e.g. `software-developers-151252`) Browse available category slugs: https://skillsmp.com/categories Browse available occupation slugs: https://skillsmp.com/occupations Examples: - `/api/v1/skills/search?q=playwright&sortBy=stars&limit=10` - `/api/v1/skills/search?q=automation&occupation=software-developers-151252` - `/api/v1/skills/search?q=testing&category=testing-qa&page=2` #### 2. AI Semantic Search — `GET /api/v1/skills/ai-search` Authenticated only. Powered by Cloudflare AI vectorized search. Best for natural language queries. Parameters: - `q` (required): Natural language query Examples: - `/api/v1/skills/ai-search?q=How+to+create+a+web+scraper` - `/api/v1/skills/ai-search?q=skills+for+automating+browser+testing` - `/api/v1/skills/ai-search?q=help+me+write+better+documentation` ### Response Format All successful responses: ```json { "success": true, "data": { "skills": [ { "id": "author-repo-skill-md", "name": "skill-name", "author": "github-username", "description": "What this skill does", "githubUrl": "https://github.com/author/repo", "skillUrl": "https://skillsmp.com/skills/author-repo-skill-md", "stars": 42, "updatedAt": "1775714881" } ], "pagination": { "page": 1, "limit": 20, "total": 150 } }, "meta": { "requestId": "uuid", "responseTimeMs": 123 } } ``` Error responses: ```json { "success": false, "error": { "code": "ERROR_CODE", "message": "Human-readable description" } } ``` Error codes: | Code | HTTP | Description | |------|------|-------------| | MISSING_API_KEY | 401 | API key required (AI search) | | INVALID_API_KEY | 401 | The provided API key is invalid | | MISSING_QUERY | 400 | Query parameter `q` is required | | INVALID_QUERY | 400 | Query must contain at least one letter or number | | DAILY_QUOTA_EXCEEDED | 429 | Daily quota exceeded, resets at midnight UTC | | RATE_LIMITED | 429 | Too many requests per minute | | INTERNAL_ERROR | 500 | Internal server error | ## Categories Skills are organized into 12 main domains with 50+ subcategories, and also classified by SOC (Standard Occupational Classification) occupations: | Domain | Description | |--------|-------------| | Development | Frontend, Backend, Mobile, Full-Stack, Scripting | | Data & AI | LLM, Machine Learning, Data Analysis, Data Engineering | | DevOps | CI/CD, Containers, Cloud, Monitoring | | Testing & Security | Testing, Code Quality, Security Auditing | | Tools | CLI Tools, IDE Plugins, Automation, Debugging | | Documentation | Technical Docs, Knowledge Base, Education | | Databases | SQL, NoSQL, Database Tools | | Content & Media | Documents, Media Processing, Design, Content Creation | | Business | E-commerce, Payment, Business Apps | | Research | Academic, Scientific Computing, Lab Tools | | Blockchain | Smart Contracts, DeFi, Web3 Tools | | Lifestyle | Arts & Crafts, Gaming, Health & Fitness | Browse all categories at https://skillsmp.com/categories ## Skill Format Skills follow the open SKILL.md standard: - SKILL.md file with YAML frontmatter (required: name, description) - Skills can include scripts/, references/, and assets/ directories ## Installation - `/plugin add ` — one-command install in Claude Code - Manual: Clone repo and copy skill folder to ~/.claude/skills/ (personal) or .claude/skills/ (project) ## MCP Server SkillsMP exposes a Model Context Protocol (MCP) server for native AI agent integration. Endpoint: `https://skillsmp.com/mcp` (Streamable HTTP) Configuration: ```json { "mcpServers": { "skillsmp": { "type": "streamable-http", "url": "https://skillsmp.com/mcp" } } } ``` Available tools: search_skills, ai_search_skills, get_skill, list_categories Discovery endpoints: - MCP Manifest: https://skillsmp.com/.well-known/mcp - Server Card: https://skillsmp.com/.well-known/mcp/server-card.json - A2A Agent Card: https://skillsmp.com/.well-known/agent-card.json - OpenAPI Spec: https://skillsmp.com/openapi.json - API Catalog (RFC 9727): https://skillsmp.com/.well-known/api-catalog - Developer Portal: https://skillsmp.com/developers ## Pricing SkillsMP is completely free. No paid tiers. See: https://skillsmp.com/pricing.md ## Optional - [Full Documentation (single file)](https://skillsmp.com/llms-full.txt): Complete docs for AI agents - [Agent Integration Guide](https://skillsmp.com/agents.md): How agents should interact with SkillsMP - [GitHub Repository](https://github.com/anthropics/claude-code): Official Claude Code repository - [Official Skills Documentation](https://docs.anthropic.com/en/docs/claude-code/skills): Anthropic's guide to Claude Skills - [Privacy Policy](https://skillsmp.com/privacy): Our privacy practices - [Terms of Service](https://skillsmp.com/terms): Terms and conditions ~~~ ## llms-full ~~~text # SkillsMP - Complete Documentation for AI Agents > SkillsMP is a community-driven platform aggregating 900,000+ Claude Code skills from GitHub. Search with AI semantics, browse by category or occupation, and discover open-source skills to enhance your Claude Code, Codex CLI, and ChatGPT experience. ## Product Overview SkillsMP (https://skillsmp.com) is an independent, community-driven skills marketplace. It is NOT affiliated with Anthropic, OpenAI, or any AI company. All skills are open source and sourced from public GitHub repositories. ### Key Features - **900K+ Skills**: The largest collection of Claude Code skills aggregated from GitHub - **AI Semantic Search**: Powered by Cloudflare AI vectorized search for natural language queries - **Keyword Search**: Full-text database search with filters for category, occupation, and sort order - **9 Languages**: English, Chinese, Japanese, Korean, Spanish, French, German, Portuguese, Arabic - **Free REST API**: Programmatic access with anonymous and authenticated tiers - **MCP Server**: Model Context Protocol server for native AI agent integration - **SOC Classification**: Skills classified by Standard Occupational Classification codes ### What Makes SkillsMP Different - **Scale**: 900K+ skills vs. manually curated collections elsewhere - **Free API**: No cost for keyword search, generous limits for authenticated users - **AI-Native**: Built for agent discovery with MCP, OpenAPI, and llms.txt support - **Community-Driven**: All skills are open source from GitHub - **Multi-Platform**: Compatible with Claude Code, Codex CLI, ChatGPT, and other AI coding agents ## Main Pages - [Homepage](https://skillsmp.com/): Search and browse all skills with AI-powered semantic search - [Categories](https://skillsmp.com/categories): Browse skills organized by domain (Development, AI & ML, DevOps, etc.) - [Occupations](https://skillsmp.com/occupations): Browse skills by SOC occupation (Software Developers, Data Scientists, etc.) - [Timeline](https://skillsmp.com/timeline): View skill updates and growth trends over time - [Search](https://skillsmp.com/search): Advanced search with filters for marketplace.json, stars, and update time - [Changelog](https://skillsmp.com/changelog): Platform updates, new features, and improvements - [Skill Detail](https://skillsmp.com/skills/{id}): Individual skill pages with full details, README, installation instructions - [Occupation Detail](https://skillsmp.com/occupations/{slug}): Skills relevant to a specific occupation with SOC classification - [Developer Portal](https://skillsmp.com/developers): API documentation, MCP server setup, and sandbox - [About](https://skillsmp.com/about): Our mission and what we do - [Privacy Policy](https://skillsmp.com/privacy): Our privacy practices - [Terms of Service](https://skillsmp.com/terms): Terms and conditions ## User Features (requires login) Sign in with Google or GitHub to access personalized features: - [Favorites](https://skillsmp.com/favorites): Save and organize your favorite skills - [History](https://skillsmp.com/history): Track your recently viewed skills - API Key Management: Generate API keys for programmatic access ## REST API Base URL: `https://skillsmp.com` OpenAPI Spec: `https://skillsmp.com/openapi.json` Developer Portal: `https://skillsmp.com/developers` ### Authentication Pass your API key via the Authorization header: ``` Authorization: Bearer sk_live_your_api_key ``` Get your free API key at https://skillsmp.com/docs/api (requires login). ### Rate Limits | Tier | Daily Limit | Per-Minute Limit | Available Endpoints | |------|-------------|------------------|---------------------| | Anonymous (no API key) | 50 requests | 10 requests | Keyword Search | | Authenticated (API key) | 500 requests | 30 requests | Keyword Search, AI Search | All quotas reset at midnight UTC. Rate limit headers are included in every response: - `X-RateLimit-Daily-Limit` — your daily request limit - `X-RateLimit-Daily-Remaining` — remaining requests for today - `X-RateLimit-Minute-Limit` — per-minute burst limit (search endpoint) - `X-RateLimit-Minute-Remaining` — remaining requests this minute ### Endpoints #### 1. Keyword Search — `GET /api/v1/skills/search` Anonymous or authenticated. Database-backed full-text search. Parameters: - `q` (required, string): Search keywords (max 200 chars, must contain at least one letter or number) - `page` (optional, integer): Page number (default: 1, max: 50) - `limit` (optional, integer): Results per page (default: 20, max: 50) - `sortBy` (optional, string): `stars` or `recent` (default: `recent`) - `category` (optional, string): Filter by category slug (e.g. `data-ai`, `devops`, `web-scraping`) - `occupation` (optional, string): Filter by SOC occupation slug (e.g. `software-developers-151252`) Examples: ``` GET /api/v1/skills/search?q=playwright&sortBy=stars&limit=10 GET /api/v1/skills/search?q=automation&occupation=software-developers-151252 GET /api/v1/skills/search?q=testing&category=testing-qa&page=2 ``` #### 2. AI Semantic Search — `GET /api/v1/skills/ai-search` Authenticated only. Powered by Cloudflare AI vectorized search. Best for natural language queries. Parameters: - `q` (required, string): Natural language search query Examples: ``` GET /api/v1/skills/ai-search?q=How+to+create+a+web+scraper GET /api/v1/skills/ai-search?q=skills+for+automating+browser+testing ``` #### 3. Health Check — `GET /api/health` No authentication required. Returns API and database status. ### Response Format All successful responses: ```json { "success": true, "data": { "skills": [ { "id": "author-repo-skill-md", "name": "skill-name", "author": "github-username", "description": "What this skill does", "githubUrl": "https://github.com/author/repo", "skillUrl": "https://skillsmp.com/skills/author-repo-skill-md", "stars": 42, "updatedAt": "1775714881" } ], "pagination": { "page": 1, "limit": 20, "total": 150, "totalPages": 8 } }, "meta": { "requestId": "uuid", "responseTimeMs": 123 } } ``` Error responses: ```json { "success": false, "error": { "code": "ERROR_CODE", "message": "Human-readable description" } } ``` Error codes: | Code | HTTP Status | Description | |------|-------------|-------------| | MISSING_API_KEY | 401 | API key required (AI search) | | INVALID_API_KEY | 401 | The provided API key is invalid | | MISSING_QUERY | 400 | Query parameter `q` is required | | INVALID_QUERY | 400 | Query must contain at least one letter or number | | DAILY_QUOTA_EXCEEDED | 429 | Daily quota exceeded, resets at midnight UTC | | RATE_LIMITED | 429 | Too many requests per minute | | INTERNAL_ERROR | 500 | Internal server error | ## MCP Server SkillsMP exposes a Model Context Protocol (MCP) server using Streamable HTTP transport. ### Configuration Add to your MCP client configuration: ```json { "mcpServers": { "skillsmp": { "type": "streamable-http", "url": "https://skillsmp.com/mcp" } } } ``` ### Discovery Endpoints - MCP Manifest: `https://skillsmp.com/.well-known/mcp` - Server Card: `https://skillsmp.com/.well-known/mcp/server-card.json` - A2A Agent Card: `https://skillsmp.com/.well-known/agent-card.json` ### Available MCP Tools 1. **search_skills** - Search Claude Code skills by keyword with filtering 2. **ai_search_skills** - Semantic AI search using natural language 3. **get_skill** - Get detailed information about a specific skill 4. **list_categories** - List all skill categories and domains ## Categories Skills are organized into 12 main domains with 50+ subcategories: | Domain | Description | |--------|-------------| | Development | Frontend, Backend, Mobile, Full-Stack, Scripting | | Data & AI | LLM, Machine Learning, Data Analysis, Data Engineering | | DevOps | CI/CD, Containers, Cloud, Monitoring | | Testing & Security | Testing, Code Quality, Security Auditing | | Tools | CLI Tools, IDE Plugins, Automation, Debugging | | Documentation | Technical Docs, Knowledge Base, Education | | Databases | SQL, NoSQL, Database Tools | | Content & Media | Documents, Media Processing, Design, Content Creation | | Business | E-commerce, Payment, Business Apps | | Research | Academic, Scientific Computing, Lab Tools | | Blockchain | Smart Contracts, DeFi, Web3 Tools | | Lifestyle | Arts & Crafts, Gaming, Health & Fitness | Browse all categories: https://skillsmp.com/categories Browse by occupation: https://skillsmp.com/occupations ## Skill Format Skills follow the open SKILL.md standard: - SKILL.md file with YAML frontmatter (required: name, description) - Skills can include scripts/, references/, and assets/ directories ## Installation - `/plugin add ` — one-command install in Claude Code - Manual: Clone repo and copy skill folder to ~/.claude/skills/ (personal) or .claude/skills/ (project) ## Pricing SkillsMP is **free to use**: - Browsing and searching skills: Free, no account required - API keyword search: Free, 50 requests/day anonymous, 500/day with free API key - AI semantic search: Free with API key, 500 requests/day - All skills are open source from GitHub There are no paid tiers or premium features. The platform is community-funded. ## External Links - [GitHub Repository](https://github.com/anthropics/claude-code): Official Claude Code repository - [Official Skills Documentation](https://docs.anthropic.com/en/docs/claude-code/skills): Anthropic's guide to Claude Skills - [Privacy Policy](https://skillsmp.com/privacy): Our privacy practices - [Terms of Service](https://skillsmp.com/terms): Terms and conditions ~~~