Robot Speed MCP Server (io.github.robot-speed/mcp)

The Robot Speed MCP Server is a Model Context Protocol (MCP) server for AI agents focused on SEO. It provides SEO audits, Core Web Vitals, keyword analysis, AI visibility, traffic, and backlinks, and can generate client reports and manage content at scale.

🛠️ Key Features

SEO tools for AI agents, including audits
Core Web Vitals
Keyword analysis
AI visibility metrics
Traffic data
Backlinks
Generates client reports
Manages content at scale

🚀 Use Cases

Run website SEO audits from an AI assistant
Assess Core Web Vitals for performance-related SEO checks
Evaluate keyword performance and AI visibility
Review traffic and backlink information

⚡ Developer Benefits

Designed for use “from any AI assistant” without requiring a dashboard (per readme excerpt)
Exposes SEO capabilities under the model-context-protocol and mcp-server context

⚠️ Limitations

Only information provided includes “27 Tools” in the excerpt; specific tool names and counts are not fully shown in the provided data.

Robot Speed

Robot Speed MCP Server

Audit any website's SEO. Generate client reports. Manage content at scale.
From any AI assistant — no dashboard needed.

Website • Dashboard • Discord • Quick Start

_{Langue / Language: English • Français}

39 tools total: 12 free SEO tools with no account needed, plus 27 pro tools for content management, GSC traffic, and white-label reports.

What's MCP? Model Context Protocol lets your AI assistant (Claude, Cursor, Copilot) use external tools. Add one URL to your config, and your AI can audit websites, generate keywords, and manage SEO — all through conversation.

code

You:    "Audit the SEO of https://example.com"
Claude: Running seo_audit... 8 categories analyzed.

        Score: 72/100
        Top issues:
        - Missing FAQ schema (GEO/AEO impact)
        - 3 images without alt text
        - Meta description too short (89 chars, target 150-160)
        - No hreflang tags detected

        Top strengths:
        - HTTPS ✓, valid sitemap, clean robots.txt
        - H1 matches target keyword
        - Page loads in 1.2s (LCP < 2.5s)

You:    "Now generate the full monthly report and send me the link"
Claude: Done. Here's your shareable report:
        https://www.robot-speed.com/report/a8f2k...
        Branded "Acme Corp". Expires in 30 days. No login needed.

Quick Start (30 seconds)
Works With
Free SEO Tools (No Account Needed)
Available Tools (39 total)
Workflows
Example Conversations
White-Label Reports
Authentication
FAQ
What's New

Quick Start (30 seconds)

For the 12 free tools, add the no-auth endpoint to your Claude Desktop config:

json

{
  "mcpServers": {
    "robot-speed": {
      "url": "https://www.robot-speed.com/api/mcp/free"
    }
  }
}

That's it. 12 free SEO tools are immediately available. Say "audit the SEO of https://mysite.com" and get a full report.

For the full 39-tool set, use https://www.robot-speed.com/api/mcp with OAuth 2.1; the endpoint will prompt you to sign in.

Want pro features? (content management, GSC traffic, AI bot tracking, client reports) Create an account at robot-speed.com and add your API key:

Option B: API Key (for pro tools)

json

{
  "mcpServers": {
    "robot-speed": {
      "url": "https://www.robot-speed.com/api/mcp",
      "headers": {
        "X-API-Key": "YOUR_API_KEY"
      }
    }
  }
}

Get your key: Dashboard > Settings > API Keys

Works With

Add the config above to your AI tool of choice:

Platform	Config file	Auth
Claude Desktop	`claude_desktop_config.json`	OAuth or API Key
Claude Code	`claude_desktop_config.json`	OAuth or API Key
Cursor	Settings > MCP Servers > Add	API Key
Windsurf	MCP config (`serverUrl` field)	API Key
VS Code (Copilot)	`.vscode/mcp.json`	API Key
ChatGPT	MCP bridge/plugin	API Key

Platform-specific configs

Cursor

Settings > MCP Servers > Add:

Name: robot-speed
Type: sse
URL: https://www.robot-speed.com/api/mcp
Headers: X-API-Key: YOUR_API_KEY

Windsurf

json

{
  "mcpServers": {
    "robot-speed": {
      "serverUrl": "https://www.robot-speed.com/api/mcp",
      "headers": { "X-API-Key": "YOUR_API_KEY" }
    }
  }
}

VS Code (GitHub Copilot)

.vscode/mcp.json:

json

{
  "servers": {
    "robot-speed": {
      "url": "https://www.robot-speed.com/api/mcp",
      "headers": { "X-API-Key": "YOUR_API_KEY" }
    }
  }
}

Free SEO Tools (No Account Needed)

These tools work on any URL without signing up. No account needed. Try them now via the no-auth MCP endpoint https://www.robot-speed.com/api/mcp/free or on the web at robot-speed.com/free-tools.

Robot Speed powers 90+ free SEO tools. The best ones are available via MCP:

Tool	What it does	Status
`seo_plan`	Start here — Full audit + prioritized action plan with effort/impact estimates	✅ Live
`seo_audit`	Full 8-category audit: Foundation, Crawl & Index, Content SEO, Metadata, Performance, Media & UX, Architecture, GEO/AEO	✅ Live
`seo_score`	SEO score (0-100) for any URL	✅ Live
`meta_tag_analyzer`	Title, description, OG tags, Twitter cards analysis	✅ Live
`page_speed_check`	Performance audit: blocking scripts, page weight, Core Web Vitals	✅ Live
`broken_link_check`	Find broken links on any page	✅ Live
`ai_visibility_score`	How well AI bots can crawl your site (ChatGPT, Perplexity, Claude)	✅ Live
`readability_check`	Readability score and content quality analysis	✅ Live
`schema_validator`	JSON-LD and schema markup validation	✅ Live
`keyword_generator`	Keyword suggestions for any topic	✅ Live
`noindex_checker`	Verify a page is indexable (no noindex tag)	✅ Live

Why free? Because great SEO starts with knowing what's broken. Audit first, then let Robot Speed fix it.

Available Tools (39 total)

The authenticated endpoint exposes the full 39-tool set: 12 free tools plus 27 account tools. The account tools below require a Robot Speed account and a connected site.

Discovery

Tool	Description
`discover`	Tool index and recommended workflows — call this first
`list_sites`	List all sites accessible with your API key

Content Management

Tool	Description
`list_articles`	Articles with title, status, SEO score, word count
`get_article`	Full article with HTML content and quality metrics
`search_articles`	Search by keyword in title or target keyword
`list_content_calendar`	Editorial pipeline: ideas → planned → in progress → completed
`list_content_ideas`	Idea backlog with cluster, intent, search volume, difficulty
`get_topical_clusters`	Cluster/pillar content view with coverage analysis

Reporting & Analytics

Tool	Description
`get_performance_report`	Monthly report: articles published, SEO scores, GSC traffic
`get_traffic_report`	Google Search Console: clicks, impressions, CTR, avg position
`get_ai_visibility_report`	AI bot crawls — which AI agents visit your content

Site Health

Tool	Description
`get_site_stats`	Article counts, avg SEO score, avg word count
`get_site_audit`	Health snapshot: GSC, CMS, last publish, freshness
`get_credits`	Remaining content credits and plan tier

Backlinks

Tool	Description
`list_backlinks`	Backlink exchanges: anchor text, status, verification
`get_backlink_stats`	Aggregate stats: total, by status, inbound vs outbound
`list_outreach_prospects`	Outreach pipeline with DR and contact info (beta)

Keywords

Tool	Description
`list_keywords`	Tracked keyword opportunities with volume and difficulty
`get_keyword_gaps`	Content ideas with no matching article — gaps to fill

Content Refresh

Tool	Description
`list_refresh_candidates`	Articles needing update, sorted by priority score

Settings

Tool	Description
`get_settings`	Auto-publish, content mode, language, connected platforms
`update_settings`	Change auto-publish or content quality mode

Actions

Tool	Description
`approve_article`	Move draft → approved, or approved → published
`publish_to_cms`	Push to WordPress, Shopify, Kleap, Prestashop, Wix
`regenerate_article`	Re-generate with fresh content (1st free, then 1 credit)
`get_article_history`	View generation pipeline: 26+ steps, durations, status

Tool	Description
`generate_shareable_report`	Public report URL for your client — white-label, no login needed

Workflows

Monthly Client Report

"Generate the monthly report for example.com and send me the link."

code

You:    Generate a monthly report for my client Acme Corp.

Claude: Running site audit... ✓
        Fetching performance data (30 days)... ✓
        Pulling GSC traffic... ✓
        Generating shareable report...

        Here's your report:
        https://www.robot-speed.com/report/a8f2k3...

        Branded "Acme Corp" — no Robot Speed logo.
        Valid 30 days. No login required for Acme Corp to view it.

        Summary:
        - 12 articles published this month
        - Avg SEO score: 87/100
        - +23% organic clicks vs last month
        - Top performer: "Guide complet du SEO local" (1,200 clicks)

Content Planning

"What should I write about next?"

code

You:    What are my keyword gaps and articles that need refreshing?

Claude: Keyword gaps (no article yet):
        1. "seo local restaurant" — vol 1.2k, difficulty 32
        2. "audit technique seo" — vol 880, difficulty 28
        3. "backlinks gratuits" — vol 2.1k, difficulty 45

        Articles to refresh (performance declining):
        1. "Comment améliorer son SEO" — published 8 months ago,
           clicks dropped 40%, refresh priority: HIGH
        2. "Les meilleurs outils SEO" — SEO score 61,
           needs schema markup update

Quick SEO Check

"How is my SEO doing?"

code

You:    Quick SEO status check.

Claude: Site: example.com
        - 45 articles (38 published, 7 drafts)
        - Avg SEO score: 82/100
        - This week: 3,200 clicks, 45k impressions, CTR 7.1%
        - Position avg: 12.3 (improving from 14.1 last week)
        - Credits remaining: 18/30
        - AI bots: 342 visits this month (ChatGPT: 180, Perplexity: 95, Claude: 67)

Example Conversations

What you say	What Robot Speed does
"How is my SEO doing this month?"	`get_performance_report` + `get_traffic_report`
"Find me keyword gaps"	`get_keyword_gaps` — ideas with no article yet
"Generate a report for my client Marie"	`generate_shareable_report(client_name: "Marie")` — white-label URL
"Approve all draft articles"	`list_articles` → `approve_article` for each draft
"Which articles need refreshing?"	`list_refresh_candidates` — sorted by decay priority
"What AI bots are visiting my site?"	`get_ai_visibility_report` — ChatGPT, Perplexity, Claude visits
"Publish my approved articles to WordPress"	`list_articles(status: "approved")` → `publish_to_cms` each
"Show me the content calendar"	`list_content_calendar` — pipeline status
"How many credits do I have left?"	`get_credits` — used, remaining, plan tier
"Switch to quality mode"	`update_settings(content_mode: "quality")`

White-Label Reports

Set client_name on generate_shareable_report and Robot Speed branding disappears. Your agency name shows instead. Perfect for monthly client deliverables.

code

You:    Generate a 30-day performance report for client "Oxwork"

Claude: Report generated:
        https://www.robot-speed.com/report/x9k2m...

        Branded "Oxwork" — no Robot Speed mention.
        Expires in 30 days. Share directly with your client.

Authentication

Method	Setup	Best for
OAuth 2.1	Just add the URL — browser auth flow handles the rest	Claude Desktop, interactive use
API Key	`X-API-Key` header with key from dashboard	Cursor, VS Code, CI/CD, scripts

Agency keys access multiple sites — pass site: "example.com" to any tool. Site keys are locked to one site — no site parameter needed.

OAuth follows the MCP Authorization spec with PKCE, dynamic client registration, and token refresh.

FAQ

Do I need to pay to use this?

The MCP server is included in all Robot Speed plans at no extra cost. Free tools work without an account. Pro tools require a subscription starting at $99/month.

Which AI tools work with this?

Any MCP-compatible client: Claude Desktop, Claude Code, Cursor, Windsurf, VS Code (Copilot), ChatGPT (via MCP bridge). The server is stateless HTTP — if your tool can call a URL, it works.

I have multiple sites. How does that work?

Use an agency key. It gives access to all your sites. Pass site: "example.com" to any tool to target a specific site. Or use list_sites to see everything you can access.

Is my data safe?

Your data stays in Robot Speed's infrastructure (Supabase + Vercel, EU-hosted). The MCP server is read-only except for approve_article, publish_to_cms, update_settings, and regenerate_article. OAuth tokens expire and can be revoked from the dashboard.

How is this different from claude-seo or other SEO MCP tools?

Most SEO MCP tools run locally — they analyze a page on-the-fly but have no persistent data. Robot Speed has your historical data: articles published over months, GSC trends, AI bot visit patterns, keyword tracking, backlink exchanges. You get trend analysis, not just snapshots.

Can I use this in French?

Yes. All tool descriptions are bilingual (EN/FR). The AI assistant will respond in your language. Reports adapt to your site's language setting.

What's New

v2.0.0 (April 2026)

27 tools across 10 categories
OAuth 2.1 support (PKCE + dynamic client registration)
AI visibility reports (track ChatGPT, Perplexity, Claude bot visits)
White-label shareable reports
Agency keys for multi-site access
Smithery listing for MCP directory discovery

Coming Next

~~10 free SEO tools~~ Shipped! 10 free tools live — audit, score, meta tags, speed, broken links, and more
Claude Code skill installation (/robot-speed audit <url>)
Multi-page site crawl audit
Drift monitoring (baseline → compare over time)

Pricing

Robot Speed MCP is included in all plans. No extra cost for API access.

Plan	Credits/month	Price	Best for
Starter	30 credits	$99/mo	Small sites, freelancers
Growth	80 credits	$249/mo	Growing businesses
Scale	200 credits	$599/mo	Agencies & large sites

See full pricing

Support & Community

Discord: discord.gg/X3qTR66sm2
Email: support@robot-speed.com
Website: robot-speed.com
Free tools: robot-speed.com/free-tools

Version Francaise

Robot Speed MCP fonctionne en francais. Toutes les descriptions d'outils sont bilingues. Votre assistant IA repondra dans votre langue.

Exemples de prompts :

Ce que vous dites	Ce qui se passe
"Comment va mon SEO ce mois-ci ?"	Rapport de performance + trafic GSC
"Genere le rapport mensuel pour mon client"	Lien de rapport partageable, marque blanche
"Quels articles faut-il rafraichir ?"	Liste triee par priorite de decay
"Quels sont mes keyword gaps ?"	Idees sans article correspondant
"Publie mes articles approuves sur WordPress"	Publication CMS automatique

License

This repository (configuration, documentation, and skills) is licensed under the MIT License.

The hosted Robot Speed MCP service at https://www.robot-speed.com/api/mcp remains subject to the product Terms of Service.

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