Robot Speed

io.github.robot-speedPublished by GitHub account robot-speedv1.0.1Updated Nov 2, 2026

SEO tools for AI agents: audits, Core Web Vitals, keywords, AI visibility, traffic, backlinks.

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingData & AnalyticsBusiness & Commerce

Overview

AI-generated overview

Remote SEO toolkit for AI assistants: audit sites, check Core Web Vitals and keywords, track traffic and AI bot visits, and manage content.

What you can do
  • Audit and score any URL: full SEO audit, score, meta tags, page speed, broken links, readability, schema, noindex and AI visibility
  • Generate keywords and an SEO action plan
  • Manage content: list, search and read articles, content calendar, ideas, topical clusters, refresh candidates
  • Report on performance, Google Search Console traffic and AI bot crawls, plus site stats and credits
  • Track backlinks and outreach prospects, and review keyword gaps
  • Approve, regenerate and publish articles to CMS platforms, update settings, and create white-label shareable reports
When to use it
Useful for SEO consultants, agencies and site owners who want to audit pages and pull historical traffic, keyword and content data through conversation instead of a dashboard. The free endpoint covers one-off audits; the paid endpoint adds content management, GSC traffic and client reports.
Requirements
Remote HTTP endpoint, no local install. Free tools use the no-auth endpoint. Pro tools need a Robot Speed account and either OAuth 2.1 sign-in or an X-API-Key header; agency keys cover multiple sites. Pro features require a paid subscription starting at $99/month.
Before you install
Pro tools need an account and API key or OAuth token, which should be kept secret. Some tools change data: approve_article, publish_to_cms, update_settings and regenerate_article, and regeneration can consume credits. Publishing pushes content to external CMS platforms. Site and traffic data is stored on Robot Speed's infrastructure; shareable report links are public and expire after 30 days.

Installation

In SourceWeft

  1. Open Robot Speed in the dashboard and add it to a workspace.
  2. Connect the required credentials. They are stored privately and never shown on public pages.
  3. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.robot-speed%2Fmcp/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config. The client completes OAuth sign-in on first connect.

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

README

[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.

[Stars] [39 Tools] [12 Free Tools] [Cross-platform] [Discord] [License]

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.

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.

Table of Contents

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:

PlatformConfig fileAuth
Claude Desktopclaude_desktop_config.jsonOAuth or API Key
Claude Codeclaude_desktop_config.jsonOAuth or API Key
CursorSettings > MCP Servers > AddAPI Key
WindsurfMCP config (serverUrl field)API Key
VS Code (Copilot).vscode/mcp.jsonAPI Key
ChatGPTMCP bridge/pluginAPI 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:

ToolWhat it doesStatus
seo_planStart here — Full audit + prioritized action plan with effort/impact estimates✅ Live
seo_auditFull 8-category audit: Foundation, Crawl & Index, Content SEO, Metadata, Performance, Media & UX, Architecture, GEO/AEO✅ Live
seo_scoreSEO score (0-100) for any URL✅ Live
meta_tag_analyzerTitle, description, OG tags, Twitter cards analysis✅ Live
page_speed_checkPerformance audit: blocking scripts, page weight, Core Web Vitals✅ Live
broken_link_checkFind broken links on any page✅ Live
ai_visibility_scoreHow well AI bots can crawl your site (ChatGPT, Perplexity, Claude)✅ Live
readability_checkReadability score and content quality analysis✅ Live
schema_validatorJSON-LD and schema markup validation✅ Live
keyword_generatorKeyword suggestions for any topic✅ Live
noindex_checkerVerify 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

ToolDescription
discoverTool index and recommended workflows — call this first
list_sitesList all sites accessible with your API key

Content Management

ToolDescription
list_articlesArticles with title, status, SEO score, word count
get_articleFull article with HTML content and quality metrics
search_articlesSearch by keyword in title or target keyword
list_content_calendarEditorial pipeline: ideas → planned → in progress → completed
list_content_ideasIdea backlog with cluster, intent, search volume, difficulty
get_topical_clustersCluster/pillar content view with coverage analysis

Reporting & Analytics

ToolDescription
get_performance_reportMonthly report: articles published, SEO scores, GSC traffic
get_traffic_reportGoogle Search Console: clicks, impressions, CTR, avg position
get_ai_visibility_reportAI bot crawls — which AI agents visit your content

Site Health

ToolDescription
get_site_statsArticle counts, avg SEO score, avg word count
get_site_auditHealth snapshot: GSC, CMS, last publish, freshness
get_creditsRemaining content credits and plan tier

Backlinks

ToolDescription
list_backlinksBacklink exchanges: anchor text, status, verification
get_backlink_statsAggregate stats: total, by status, inbound vs outbound
list_outreach_prospectsOutreach pipeline with DR and contact info (beta)

Keywords

ToolDescription
list_keywordsTracked keyword opportunities with volume and difficulty
get_keyword_gapsContent ideas with no matching article — gaps to fill

Content Refresh

ToolDescription
list_refresh_candidatesArticles needing update, sorted by priority score

Settings

ToolDescription
get_settingsAuto-publish, content mode, language, connected platforms
update_settingsChange auto-publish or content quality mode

Actions

ToolDescription
approve_articleMove draft → approved, or approved → published
publish_to_cmsPush to WordPress, Shopify, Kleap, Prestashop, Wix
regenerate_articleRe-generate with fresh content (1st free, then 1 credit)
get_article_historyView generation pipeline: 26+ steps, durations, status

Sharing

ToolDescription
generate_shareable_reportPublic 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."

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?"

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?"

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 sayWhat 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.

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

MethodSetupBest for
OAuth 2.1Just add the URL — browser auth flow handles the restClaude Desktop, interactive use
API KeyX-API-Key header with key from dashboardCursor, 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.

PlanCredits/monthPriceBest for
Starter30 credits$99/moSmall sites, freelancers
Growth80 credits$249/moGrowing businesses
Scale200 credits$599/moAgencies & large sites

See full pricing

Support & Community

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 ditesCe 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.

Built in Switzerland. Powered by AI. Made for SEO professionals.

Source: README.md at commit b5c0db9

Tools

0
This server asks you to sign in, so SourceWeft could not read its tools without an account and has not indexed them. What a connected account sees can depend on that account and its permissions.

Version history

1
  1. v1.0.1LatestSep 18, 2026

Score

85% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts