#ai-seo

Run a free Collimer AI-visibility scan on any website — see how visible a brand is across ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews. One tool, collimer_scan: returns a 0–100 score, confidence interval, the single biggest gap, and a branded report URL. Install: npx -y collimer-mcp.

Point it at your site, get a whole-site AEO/GEO audit plus a ready-to-run plan your agent can execute. Orchestrates the ai-seo and citation-intelligence MCPs. Ships as a Claude skill, Claude plugin, and MCP server. No API keys required for the core audit-to-plan flow.

The triage layer for content teams who ship with AI. SEO Performance MCP scores every post you have already published from Google Search Console, GA4, Matomo, Microsoft Clarity, and AI-citation data, then tells your agent exactly what to refresh, expand, merge, or kill this week. Most SEO tools tell you which keywords you should be ranking for; this MCP tells you what to do about the posts you have already shipped. Every verdict comes with explicit reason codes (decay rate, position window, CTR gap, citation loss) so the agent can act on the call instead of asking you to read three graphs first. MIT-licensed, eight tools, three discoverable prompts, works with Claude Desktop, Claude Code, Cursor, Cline, and any MCP-capable agent.

Vendor-agnostic MCP server that audits, scores, and rewrites web pages for AI-citation eligibility. No API keys. No registration. Works in Claude Desktop, Cursor, Cline, Windsurf, VS Code (Copilot / Continue), and any client that speaks the Model Context Protocol.