Robot Speed MCP Server
SEO tools for AI agents: audits, CWV, keywords, AI visibility, traffic, backlinks.
Robot Speed is a Web & Search MCP (Model Context Protocol) server: SEO tools for AI agents: audits, CWV, keywords, AI visibility, traffic, backlinks. It is MIT-licensed and available as a hosted endpoint, so it works with no local install. It exposes 12 tools including discover, seo_audit, seo_plan, seo_score. Listed on MCP Collection since September 2026.
About Robot Speed
SEO tools for AI agents — audits, Core Web Vitals, keywords, AI visibility, traffic, backlinks, content/CMS publishing. 12 free tools no auth; paid OAuth 2.1.
Robot Speed tools (12)
Read from the live server on Nov 8, 2026. These are the tools your AI assistant can call once connected.
discover- [FREE] See all available free SEO tools and recommended workflows. Call this first. FR: Découvrez les outils SEO gratuits et les workflows recommandés.
seo_audit- [FREE] Full 8-category SEO audit for any URL. Returns score, issues, strengths. No account needed. FR: Audit SEO complet en 8 catégories pour n'importe quelle URL.
seo_plan- [FREE] Run a full audit and get a prioritized SEO action plan with estimated impact. The 'what do I fix first?' tool. FR: Audit complet + plan d'action SEO priorisé avec impact estimé.
seo_score- [FREE] Quick SEO score (0-100) with letter grade for any URL. FR: Score SEO rapide (0-100) pour n'importe quelle URL.
meta_tag_analyzer- [FREE] Analyze title, meta description, Open Graph, and Twitter Card tags for any URL. FR: Analyse des balises meta, OG et Twitter Card.
page_speed_check- [FREE] Performance check with real Core Web Vitals (CrUX field data) + Lighthouse score + page weight analysis. FR: Vérification de performance avec vrais Core Web Vitals (données terrain CrUX) + score Lighthouse + analyse du poids de page.
broken_link_check- [FREE] Find broken links (404, 500, timeout) on any page. FR: Trouvez les liens cassés sur n'importe quelle page.
readability_check- [FREE] Readability score and content quality analysis. FR: Score de lisibilité et analyse de la qualité du contenu.
ai_visibility_score- [FREE] How well can AI bots crawl your site? Checks robots.txt AI rules, llms.txt, structured data. FR: Score de visibilité IA — votre site est-il accessible aux bots IA ?
keyword_generator- [FREE] Generate keyword suggestions for any topic. Returns related terms with estimated intent. FR: Générer des suggestions de mots-clés pour un sujet.
schema_validator- [FREE] Validate JSON-LD structured data and detect missing schema types. FR: Validez vos données structurées JSON-LD.
noindex_checker- [FREE] Check if a URL is indexable — detects noindex tags, canonical issues, robots.txt blocks. FR: Vérifiez si une URL est indexable.
How to connect Robot Speed to Claude, Cursor or VS Code
Robot Speed runs as a hosted remote MCP server at https://www.robot-speed.com/api/mcp/free. Add that URL to your MCP client's config (Claude Code, Cursor, Windsurf or VS Code) and the tools appear immediately, no install required.
{
"mcpServers": {
"robot-speed": {
"url": "https://www.robot-speed.com/api/mcp/free"
}
}
}
Claude Code: claude mcp add --transport http robot-speed https://www.robot-speed.com/api/mcp/free. VS Code's .vscode/mcp.json uses a servers key instead of mcpServers (see how). Servers that require OAuth or an API key will prompt on first use.
Robot Speed FAQ
What is Robot Speed?
Robot Speed is a Model Context Protocol (MCP) server in the Web & Search category. SEO tools for AI agents: audits, CWV, keywords, AI visibility, traffic, backlinks. MCP servers expose tools that AI assistants like Claude can call during a conversation.
How do I use Robot Speed with Claude or Cursor?
Robot Speed runs as a hosted remote MCP server at https://www.robot-speed.com/api/mcp/free. Add that URL to your MCP client's config (Claude Code, Cursor, Windsurf or VS Code) and the tools appear immediately, no install required.
Is Robot Speed free to use?
Robot Speed is published under the MIT license, so the software itself is free to run. Hosted or API-backed servers may have their own usage tiers; check the project homepage.
What tools does Robot Speed provide?
Robot Speed exposes 12 MCP tools: discover, seo_audit, seo_plan, seo_score, meta_tag_analyzer, page_speed_check, broken_link_check, readability_check, ai_visibility_score, keyword_generator, schema_validator, noindex_checker. This list is read from the live server (last verified Nov 8, 2026).
Is the Robot Speed MCP server online?
Yes. MCP Collection checks the endpoint every day; it last answered on Nov 8, 2026.
Where is the source code for Robot Speed?
The source is at github.com/robot-speed/mcp.
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