Robot Speed

io.github.robot-speed由 GitHub 账号 robot-speed 发布v1.0.1更新于 Nov 2, 2026

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

已验证Streamable HTTP可网页运行网页搜索与抓取数据与分析商业与电商

服务详情

标识符: io.github.robot-speed/mcp
传输: Streamable HTTP
运行时: Web executable
信任: Verified
发布于: Sep 18, 2026

安全提示

MCP 服务会接收对话中的工具调用请求，并可能执行外部操作。启用前请先了解该服务能做什么，并只授予它所需的权限。

注册中心已验证此条目所属的 GitHub 账号 robot-speed。这并不表明该账号就是产品方。

SourceWeft 的检查只涵盖条目是否完整、端点是否响应；不审查服务器的代码，也不审查其工具的行为。

在 README 中添加徽章

向读者展示该 MCP 服务已收录于 SourceWeft，徽章链接到本页。

[![Listed on SourceWeft](https://sourceweft.com/badge/mcp/io.github.robot-speed%2Fmcp.svg)](https://sourceweft.com/mcp/io.github.robot-speed%2Fmcp?utm_source=readme&utm_medium=badge)

概览

AI 生成的概览

面向 AI 助手的远程 SEO 工具：审计网站、检查 Core Web Vitals 与关键词、跟踪流量和 AI 爬虫访问，并管理内容。

可以做什么: 审计并评分任意网址：完整 SEO 审计、评分、元标签、页面速度、死链、可读性、结构化数据、noindex 与 AI 可见性
生成关键词建议和 SEO 行动计划
管理内容：列出、搜索和读取文章，内容日历、选题、主题集群、待更新文章
查看表现报告、Google Search Console 流量、AI 爬虫访问，以及站点统计和剩余额度
跟踪外链与推广线索，查看关键词缺口
审批、重新生成文章并发布到 CMS，修改设置，生成白标可分享报告
适用场景: 适合 SEO 顾问、代理机构和站长，希望用对话方式审计页面并获取历史流量、关键词和内容数据，而不必打开后台面板。免费端点适合一次性审计；付费端点增加内容管理、GSC 流量和客户报告。
运行要求: 远程 HTTP 端点，无需本地安装。免费工具使用免认证端点。专业工具需要 Robot Speed 账户，并通过 OAuth 2.1 登录或 X-API-Key 请求头认证；代理密钥可访问多个站点。专业功能需付费订阅，起价每月 99 美元。

安装前请注意

专业工具需要账户及 API 密钥或 OAuth 令牌，应妥善保管。部分工具会修改数据：approve_article、publish_to_cms、update_settings 和 regenerate_article，重新生成还会消耗额度。发布操作会把内容推送到外部 CMS 平台。站点与流量数据存储在 Robot Speed 的基础设施上；可分享报告链接公开可见，30 天后过期。

安装

在 SourceWeft 中

打开控制台中的 Robot Speed，将其添加到工作区。
连接所需的凭据。它们会被私密存储，绝不会在公开页面上展示。
为需要使用其工具的对话启用该服务。

Web executable，通过 Streamable HTTP。远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体，或 SourceWeft 对话中。智能体会读取该服务器的安装指南，先向你展示发布者、端点和登录方式，经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/io.github.robot-speed%2Fmcp/install.md，并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前，先告诉我它的发布者、端点和登录方式，等我确认。不要把 API 密钥写进命令或我会提交的文件；问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。客户端会在首次连接时完成 OAuth 登录。

{
  "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.

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)

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"    }  }}

{  "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"      }    }  }}

{  "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" }    }  }}

{  "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" }    }  }}

{  "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

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

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

Content Refresh

Settings

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

Sharing

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)

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

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)

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.

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.

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

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.

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 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.

_{Built in Switzerland. Powered by AI. Made for SEO professionals.}

来源：README.md，提交 b5c0db9

工具

该服务器需要登录，因此 SourceWeft 无法在没有账号的情况下读取其工具，也未收录。已连接账号所能看到的内容可能因账号及其权限而异。

版本历史

v1.0.1最新Sep 18, 2026

评分

已满足适用检查项的 85%

该评分衡量此收录条目的完整程度，依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价，也不表示服务器安全或当前可用：可连通性是带日期的检查结果，评分也不包含安装量或用户评价。

近 30 天内可连通必需25 分
已声明认证方式必需10 分
已列出工具15 分
请让服务器在无凭据时响应 tools/list，或发布可在沙箱中无凭据启动的软件包。
描述必需15 分
图标10 分
文档15 分
许可证10 分

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

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

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

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

Robot Speed

概览

安装

在 SourceWeft 中

交给智能体安装

其他 MCP 客户端

README

Robot Speed MCP Server

Table of Contents

Quick Start (30 seconds)

Option B: API Key (for pro tools)

Works With

Cursor

Windsurf

VS Code (GitHub Copilot)

Free SEO Tools (No Account Needed)

Available Tools (39 total)

Discovery

Content Management

Reporting & Analytics

Site Health

Backlinks

Keywords

Content Refresh

Settings

Actions

Sharing

Workflows

Monthly Client Report

Content Planning

Quick SEO Check

Example Conversations

White-Label Reports

Authentication

FAQ

What's New

v2.0.0 (April 2026)

Coming Next

Pricing

Support & Community

Version Francaise

License

工具

版本历史

评分

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