SkillsMP

SkillsMP is an independent community project that collects public SKILL.md files from GitHub, providing a searchable map of the emerging agent skills ecosystem ^S1. It serves developers, researchers, and AI enthusiasts who need to discover, compare, and understand reusable agent skills across different fields and occupations ^S1. The platform offers keyword search, occupation categories, creator views, and an API to help users navigate the growing number of skills ^S1.

• Identity: SkillsMP is an independent community project and agent skills marketplace ^S1.
• Core purpose: It solves the difficulty of finding the right agent skills as their number grows ^S1.
• Intended users: Developers, researchers, and AI enthusiasts exploring the agent skills ecosystem ^S1.
• Product scope: A web-based catalog with search, occupation categories, creator views, and an API ^S1.
• Positioning: It builds a map of the ecosystem so people can enter from different angles ^S1.
• Claimed distinction: It provides early API access and cross-domain browsing around 800+ occupations ^S1.

Browse 3M+ Agent Skills from public GitHub repos, including Codex Skills and AI modelSkills. Search, compare, and inspect sources before installing. skillsmp.com: an estimated 488,928 total monthly visits and about 5,157 monthly organic visits across 226 ranking keywords. Scout crawled 15 pages and measured a technical health score of 99/100.

• Total traffic (modeled): 488,928 monthly visits across all channels.
• Organic search traffic (estimated): 5,157 monthly visits from search.
• Strongest sampled ranking: AI modelskills marketplace at position 1.
• Leading page in the collected evidence: https://skillsmp.com/.
• Closest measured organic competitor: skillsllm.com, appearing 2 times in the sampled first-page SERPs.
• Technical crawl: 15 pages, health score 99/100.

Website intelligence — Collected evidence

Company identity and positioning

Website intelligence — Scout synthesis

• Positioning: SkillsMP is an "Agent Skills Marketplace" for Codex and Claude skills, aggregating 3,794,320 collected SKILL.md files from public GitHub repositories W1W6.
• Core offering: The site provides search, browsing by field/occupation, creator directories, and a community section reviewing X posts about Skills W5W94.
• Monetization: Freemium model with Free, Standard, and Professional plans; paid plans unlock larger metadata exports and higher API search allowances W26W27W36.
• API access: A REST API supports keyword search with category, occupation, and content-language filters; anonymous access is limited to 50 requests/day W50W51W62.
• Trust signals: The site includes privacy policy, terms of service, and disclaimers that catalog signals are not endorsements or safety reviews W155W171.
• Scout inference: The site appears to be a discovery and metadata-export platform rather than a hosting or execution environment; value is in cataloging and search, not in skill runtime.

Total website traffic

Domain identity

Website capture

Top organic keywords

Independent Google result page

Query: claude skills marketplace

Website intelligence — Collected evidence

Prioritized website intelligence pages

Features

No supporting public-page evidence was collected for this category.

Pricing and plans

Integrations and supported platforms

Product and company updates

Website intelligence — Scout synthesis

• Homepage (`/`): Marketplace overview, featured collections, and catalog stats W1W8.
• Pricing (`/pricing`): Plan comparison and allowances W25W36.
• API documentation (`/docs/api`): REST API reference and rate limits W49W51.
• Changelog (`/changelog`): Product update history W73W74.
• Occupation pages (e.g., `/occupations/news-analysts-reporters-and-journalists-273023`): SOC-mapped skill listings W97W98.
• Category pages (e.g., `/categories/security`): Filtered skill browsing W169W170.
• Trust pages: Privacy policy and terms of service W121W145.
• Scout inference: The site has a clear information architecture covering discovery, pricing, API, and trust; no evidence of a dedicated blog or SEO content hub.

This analysis created the first position baseline at 2026-10-28T00:47:40.744Z. Movement appears after the next fresh analysis using the same location and language.

Sampled competitors

Website intelligence — Collected evidence

Customers, testimonials, and first-party review claims

No supporting public-page evidence was collected for this category.

Independent review sources discovered

No links to supported independent review platforms were discovered on the collected pages.

Website intelligence — Scout synthesis

• No direct competitor comparisons found in the evidence catalog.
• Positioning: The site positions itself as a marketplace for agent skills, distinct from general code repositories by aggregating SKILL.md files W6.
• Differentiators: Occupation-based browsing using the U.S. Department of Labor SOC taxonomy (800+ occupations) W94, content-language filters W82, and a community section for X posts W5.
• Scout inference: The competitive moat appears to be catalog scale and structured metadata (SOC mapping, language detection) rather than exclusive content, since skills are sourced from public GitHub repositories W153.

Backlink comparison profile

• Domain rating: 67/100
• Backlinks: 36,197
• Referring domains: 2,647
• Dofollow backlinks: 77.0%
• Dofollow referring domains: 53.0%

Collection decision

The Scout search index remains intentionally excluded from automatic Scout analysis. This Scout traffic model profile costs 5 credits (0.5 cents) and is included in the first comparison run so its usefulness can be judged before the recurring collection is finalized.

AI-assistant referral traffic

• Estimated current generative-AI referral share: 2.5%

Website intelligence — Collected evidence

Site-stated AI capabilities

These are first-party product claims, not independent measurements of AI-search visibility.

Website intelligence — Scout synthesis

• AI-agent focus: The site is explicitly designed for AI agents, with an API and MCP support for programmatic search W30W50.
• Content language detection: Skills can be filtered by detected content language (en, zh, ja, mul, und), supporting multilingual discovery W61W82.
• Community signal: The site curates X posts about Skills, suggesting awareness of social/AI-ecosystem chatter W5W75.
• Scout inference: The site is well-positioned for AI-driven discovery (agents searching for skills), but there is no evidence of AI-generated content or AI-specific SEO tactics on the site itself.

Website intelligence — Collected evidence

Website evidence gaps

• features: no usable public page was collected; verify whether the site publishes this evidence.
• customers: no usable public page was collected; verify whether the site publishes this evidence.
• reviews: no usable public page was collected; verify whether the site publishes this evidence.
• identity: no usable public page was collected; verify whether the site publishes this evidence.
• technical: no usable public page was collected; verify whether the site publishes this evidence.

Website intelligence — Scout synthesis

• Content gap: No evidence of a blog, guides, or educational content; the changelog and community pages are the closest to content marketing W73W5.
• Use-case pages: Occupation pages (e.g., journalists, security analysts) provide SEO-friendly, intent-rich landing pages W97W217.
• API as growth lever: The free API tier (50 requests/day) can drive developer adoption and organic visibility W62.
• Community building: The X-posts community section is a differentiator that could be expanded into a broader content strategy W5.
• Scout inference: Opportunities exist in creating educational content about agent skills, expanding occupation/category pages, and leveraging the API for developer-focused marketing.

Independent reviews

Customer proof

No named customers, testimonials, or customer case studies were found.

Independent mentions

• Agent Skills Marketplace (SkillsMP) / Toolin.ai — Skills Marketplace (SkillsMP) is an open-source skill discovery platform and aggregation catalog tailor-made for AI coding assistants. By indexing more than ... of overly fragmented, hard-to-find AI skills and helps developers quickly build more capable,
• SkillsMP — Agent Skills Marketplace — Discover and share 3,000,000+ open-source Agent Skills compatible with AI modelCode, Codex CLI, and ChatGPT. Browse by category, occupation, or keyword search. ## What is SkillsMP? SkillsMP is the largest community-driven marketplace for AI coding agent skills. We aggregate skills from GitHub repositories and make them discoverable through search, categories, and occupation filters. ### Key Stats - 3,000,000+ open-source skills - 12 domains, 50+ categories - 9 languages supported - Free REST API
• About SkillsMP — SkillsMP does not rush to judge skills. It first organizes them into a map that can be explored: - Browse by occupation to see which agent skills are appearing in different fields - Follow creators and repositories to understand where those skills come from - See which workflows, judgment criteria, and domain habits people are writing into SKILL.md - Return to the real source before deciding whether to install or reuse anything The skill ecosystem is still early. The most interesting skill in a
• SkillsMP — Agent Integration Guide — SkillsMP (https://skillsmp.com) is a community-driven marketplace aggregating 3,000,000+ open ... Skills from GitHub. It provides both a web interface and ... and recommend skills for AI modelCode, Codex CLI, ChatGPT, and other SKILL.md-based workflows.
• What Are Agent Skills? SKILL.md, AI model & Codex / SkillsMP — ## What are Agent Skills? Agent Skills are reusable task capabilities packaged around a SKILL.md file. This page explains the standard and platform names; use the directory when you want to browse installable skills. Agent targets AI modelCode, Codex,
• GitHub Creators — . Each creator page summarizes the associated GitHub repositories, the skills found in those repositories, and recently recorded catalog activity. This directory follows the catalog's current order; use search or occupation filters to narrow the list.
• Changelog — to find Skill launches, examples, and discussions. - 🔗 Open the original post, confirmed links to a Skill ... from a post. - 📖 Skill detail pages now show related posts. Some also include source-backed notes on purpose, prerequisites, and how to use the
• SkillsMP — Agent Skills Marketplace — ## What is SkillsMP? SkillsMP is the largest community-driven marketplace for AI coding agent skills. We aggregate skills from GitHub repositories and make them discoverable through search, categories, and occupation filters.

External links were grounded in one live web search. Search snippets are leads, not independently scraped page content; rejected links remain available in Review evidence.

Not found on the collected pages: company and ownership, uptime and status page. This only means Scout did not find it on the pages it read; it says nothing about the company itself.

Not found in the collected public sources: public roadmap, status page, separate help center or knowledge base.

Scout — Bounded technical crawl

• Pages crawled: 15 of 15 maximum
• Technical health: 99/100
• Critical issues: 0
• Warnings: 4
• Notices: 0

Issues

Crawled pages

This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.

Modeled acquisition channels

First-party connections

No first-party Search Console or Analytics numbers are shown until the site owner authorizes the corresponding Google account. Scout traffic model values above are modeled estimates, not private analytics totals.

Website intelligence — Scout synthesis

• Analytics tools: Privacy policy discloses use of Google Tag Manager, Google tag, and Ahrefs Analytics for visit measurement W142.
• Data collection: Usage data includes page views, clicks, search queries, and browsing behavior W126.
• Scout inference: The site uses standard analytics tooling; no evidence of Search Console data or performance metrics is available in the catalog.

The collected pages do not mention any competitors by name. SkillsMP does not certify skill safety or quality ^S40. The catalog is a snapshot, not a live ranking ^S40. No information is available on legal, privacy, uptime, or performance specifics.

This report is based on 14 of 15 collected pages from skillsmp.com, including the homepage, about, pricing, API docs, developer portal, and category pages. Evidence was gathered via static and browser rendering rendering, with an external proof search performed. The catalog includes 3M+ skills, but the report focuses on the platform itself. Limitations: some pages were not fully rendered, and external review content was not collected.

• Documentationhttps://skillsmp.com/Verified
• Official Websitehttps://skillsmp.com/aboutVerified
• Official Websitehttps://skillsmp.com/agent-skillsVerified
• Pricing Pagehttps://skillsmp.com/pricingVerified
• Pricing Pagehttps://skillsmp.com/categories/package-distributionVerified
• Pricing Pagehttps://skillsmp.com/occupations/billing-and-posting-clerks-433021Verified
• Documentationhttps://skillsmp.com/developersVerified
• Documentationhttps://skillsmp.com/categories/business-appsVerified
• Documentationhttps://skillsmp.com/categories/documentationVerified
• Documentationhttps://skillsmp.com/categories/technical-docsVerified
• Documentationhttps://skillsmp.com/docs/apiVerified
• Documentationhttps://skillsmp.com/occupations/software-developersVerified
• Documentationhttps://skillsmp.com/occupations/web-developersVerified
• Official Websitehttps://skillsmp.com/occupations/customer-service-representatives-434051Verified
• Articlehttps://toolin.ai/en/tools/agent-skills-marketplace-skillsmpVerified
• Articlehttps://skillsmp.com/agents.mdVerified
• Review Sitehttps://skillsmp.com/categoriesVerified
• Articlehttps://skillsmp.com/creatorsVerified
• Articlehttps://skillsmp.com/changelogVerified
• Review Sitehttps://skillsmp.com/codex-skillsVerified
• Articlehttps://skillsmp.com/?t=terminalVerified