Robot Speed

io.github.robot-speed由 GitHub 帳號 robot-speed 發布v1.0.1更新於 Nov 2, 2026

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

已驗證Streamable HTTP可網頁執行網頁搜尋與抓取資料與分析商業與電商

服務詳細資訊

識別碼: io.github.robot-speed/mcp
傳輸: Streamable HTTP
執行環境: Web executable
信任: Verified
發布於: Sep 18, 2026

安全提示

MCP 服務會接收對話中的工具呼叫請求，並可能執行外部操作。啟用前請先了解該服務能做什麼，並只授予它所需的權限。

註冊中心已驗證此條目所屬的 GitHub 帳號 robot-speed。這並不表明該帳號就是產品方。

SourceWeft 的檢查只涵蓋條目是否完整、端點是否回應；不審查伺服器的程式碼，也不審查其工具的行為。

在 README 中新增徽章

向讀者展示該 MCP 服務已收錄於 SourceWeft，徽章連結到本頁。

[![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)

概覽

AI 產生的概覽

供 AI 助理使用的遠端 SEO 工具：稽核網站、檢查 Core Web Vitals 與關鍵字、追蹤流量和 AI 爬蟲造訪，並管理內容。

可以做什麼: 稽核並評分任意網址：完整 SEO 稽核、分數、中繼標籤、頁面速度、失效連結、可讀性、結構化資料、noindex 與 AI 可見度
產生關鍵字建議與 SEO 行動計畫
管理內容：列出、搜尋與讀取文章，內容行事曆、題材、主題叢集、待更新文章
查看成效報告、Google Search Console 流量、AI 爬蟲造訪，以及網站統計與剩餘額度
追蹤反向連結與開發名單，檢視關鍵字缺口
核准、重新產生文章並發佈到 CMS，調整設定，產生白標可分享報告
適用情境: 適合 SEO 顧問、代理商與網站經營者，想用對話方式稽核頁面並取得歷史流量、關鍵字與內容資料，而不必開儀表板。免費端點適合單次稽核；付費端點另含內容管理、GSC 流量與客戶報告。
執行需求: 遠端 HTTP 端點，不需本機安裝。免費工具使用免驗證端點。專業工具需要 Robot Speed 帳號，並以 OAuth 2.1 登入或 X-API-Key 標頭驗證；代理商金鑰可存取多個網站。專業功能需付費訂閱，每月 99 美元起。

安裝前請注意

專業工具需要帳號及 API 金鑰或 OAuth 權杖，應妥善保管。部分工具會變更資料：approve_article、publish_to_cms、update_settings 與 regenerate_article，重新產生還會消耗額度。發佈會把內容推送到外部 CMS 平台。網站與流量資料存放於 Robot Speed 的基礎設施；可分享報告連結公開可見，30 天後到期。

安裝

在 SourceWeft 中

開啟儀表板中的 Robot Speed，將其新增到工作區。
連接所需的憑證。它們會被私密儲存，絕不會在公開頁面上展示。
為需要使用其工具的對話啟用該服務。

Web executable，透過 Streamable HTTP。遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式，或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南，先向你展示發布者、端點和登入方式，經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/io.github.robot-speed%2Fmcp/install.md，並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前，先告訴我它的發布者、端點和登入方式，等我確認。不要把 API 金鑰寫進命令或我會提交的檔案；問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。客戶端會在首次連接時完成 OAuth 登入。

{
  "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.}

來源：README.md，提交 b5c0db9

工具

該伺服器需要登入，因此 SourceWeft 無法在沒有帳號的情況下讀取其工具，也未收錄。已連接帳號所能看到的內容可能因帳號及其權限而異。

版本歷史

v1.0.1最新Sep 18, 2026

評分

已滿足適用檢查項的 85%

該評分衡量此收錄條目的完整程度，依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價，也不表示伺服器安全或目前可用：可連通性是帶日期的檢查結果，評分也不包含安裝量或使用者評價。

近 30 天內可連通必需25 分
已宣告認證方式必需10 分
已列出工具15 分
請讓伺服器在無憑證時回應 tools/list，或發布可在沙箱中無憑證啟動的軟體包。
描述必需15 分
圖示10 分
文件15 分
授權條款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

概覽

安裝

在 SourceWeft 中

交給代理程式安裝

其他 MCP 客戶端

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

版本歷史

評分

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