Source: github.com/seranking/seo-skills (MIT licence, 100 stars, 23 forks, official repo built by SE Ranking themselves). Production Claude Agent Skills powered by the SE Ranking remote MCP server.
26 skills covering content briefs, AI Search share of voice, technical audits, backlink gaps, keyword clusters, schema, sitemap health, GEO, and more. Each skill is a single SKILL.md file that turns raw SE Ranking API data into a finished SEO deliverable, not just a data dump.
The skills are built for the SE Ranking MCP specifically but document every API call explicitly, so they can be adapted to other SEO data providers if needed. 25 of the 26 skills come with a real, dated, publicly-run example output (against wix.com, linear.app, stripe.com, vercel.com, hostinger.com, and others) in the repo's examples/ folder, so you can see exactly what a finished run looks like before installing anything.
How a skill run actually works
Each skill is a single SKILL.md file with YAML frontmatter. Claude loads the frontmatter at startup to know when to trigger the skill, loads the body only once triggered, and reads any bundled reference files only when actually needed. This is Anthropic's progressive disclosure pattern, the same principle behind every well-built skill collection in this workspace.
A typical run produces three things: a set of numbered raw-data markdown files (01-domain-overview.md, 02-competitors.md, and so on) for auditability, optionally a CSV for spreadsheet work, and a final synthesised deliverable (BRIEF.md, REPORT.md, or PLAN.md) written in a format a human reviewer or a client can consume directly, not raw API output.
Every skill writes its output to a folder named {skill-slug}-{target-slug}-{YYYYMMDD}/, so re-runs are non-destructive and comparing output over time is a simple folder diff.