GetBotRank Free AI Search Tools

io.github.lazycipher由 GitHub 帳號 lazycipher 發布v1.0.0更新於 Nov 8, 2026

Free, no-auth tools for AI search visibility: robots.txt, schema, rendering, sitemap, PageSpeed.

發布方自己的服務：Rank Fast

已驗證Streamable HTTP可網頁執行網頁搜尋與抓取開發者工具

服務詳細資訊

識別碼: io.github.lazycipher/getbotrank-free-tools
傳輸: Streamable HTTP
執行環境: Web executable
信任: Verified
發布於: Nov 8, 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 lazycipher。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.lazycipher%2Fgetbotrank-free-tools.svg)](https://sourceweft.com/mcp/io.github.lazycipher%2Fgetbotrank-free-tools?utm_source=readme&utm_medium=badge)

概覽

AI 產生的概覽

免費、免驗證的遠端 MCP 伺服器，用來檢查網站對 AI 搜尋引擎與爬蟲的可抓取性與可引用性。

可以做什麼: 測試 robots.txt 規則與 AI 爬蟲存取權限，並以爬蟲視角檢視頁面
驗證結構化資料、網站地圖與 hreflang，並產生 llms.txt
檢查中繼資料、社群預覽、重新導向鏈與 Open Graph 卡片資料
評估段落可引用性、頁面速度與 Common Crawl 收錄情形，並查詢品牌實體
執行綜合 AI 就緒度稽核，給出 0 到 100 分
驗證 IndexNow 金鑰，並可選擇提交最多 100 個網址
適用情境: 適合讓助理稽核網站的 AI 搜尋就緒度、診斷 AI 爬蟲為何被封鎖或抓不到內容，或在不切換多個工具的情況下檢查結構化資料、網站地圖與中繼資料。
執行需求: 一個遠端 Streamable HTTP 端點，無需 API 金鑰或帳號。僅支援 stdio 的用戶端需透過 npx 使用 mcp-remote 之類的橋接工具。需要能連線該端點及被檢查的網址；頁面速度結果來自 Google PageSpeed Insights。

安裝前請注意

當 action 設為 submit 時，submit_indexnow 會在金鑰檔案驗證通過後，向 api.indexnow.org 提交最多 100 個網址。對你提供網址的請求會由第三方服務以 GetBotRankBot 身分抓取，結果可能快取 24 小時。呼叫依 IP 限流（每 15 分鐘 20 次）。

安裝

在 SourceWeft 中

開啟儀表板中的 GetBotRank Free AI Search Tools，將其新增到工作區。
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.lazycipher%2Fgetbotrank-free-tools/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。

{
  "mcpServers": {
    "getbotrank-free-ai-search-tools": {
      "type": "http",
      "url": "https://api.getbotrank.com/mcp/free"
    }
  }
}

README

GetBotRank Free AI Search Tools (MCP)

A free, remote Model Context Protocol server that runs GetBotRank's AI search visibility checks from any MCP client. No API key, no account, and no language model behind the scores: every result comes from fixed rules or a public data source.

Endpoint: https://api.getbotrank.com/mcp/free (Streamable HTTP, no authentication)

The tools are also available as web pages at getbotrank.com/tools.

Add it to a client

Clients that accept a remote URL:

json

{  "mcpServers": {    "getbotrank-free": {      "url": "https://api.getbotrank.com/mcp/free"    }  }}

{  "mcpServers": {    "getbotrank-free": {      "url": "https://api.getbotrank.com/mcp/free"    }  }}

Clients that only speak stdio can use a bridge such as mcp-remote:

json

{  "mcpServers": {    "getbotrank-free": {      "command": "npx",      "args": ["-y", "mcp-remote", "https://api.getbotrank.com/mcp/free"]    }  }}

{  "mcpServers": {    "getbotrank-free": {      "command": "npx",      "args": ["-y", "mcp-remote", "https://api.getbotrank.com/mcp/free"]    }  }}

Tools

Tool	What it does
`test_robots`	Tests a URL against a site's robots.txt for 20+ crawlers (GPTBot, ClaudeBot, PerplexityBot, Googlebot, Bingbot and more) with correct longest-match rules.
`validate_schema`	Extracts JSON-LD and microdata, validates common types and returns a corrected JSON-LD block.
`check_rendering`	Estimates whether a page's content exists in the raw HTML before JavaScript runs (heuristic, no headless browser).
`preview_meta`	Reads title, description, canonical, robots, Open Graph and Twitter tags and returns data for Google, LinkedIn, X and WhatsApp previews.
`check_redirects`	Traces the redirect chain (up to 10 hops) with status and timing per hop and key response headers.
`validate_sitemap`	Finds and validates sitemaps, counts URLs, status-checks a sample of up to 50 and checks hreflang reciprocity.
`score_citability`	Scores each passage of a page for how easily answer engines can quote it. Deterministic heuristics.
`generate_og_image`	Resolves title, description and favicon for a 1200x630 social card.
`check_page_speed`	Google PageSpeed Insights: mobile and desktop scores, Core Web Vitals, field data and top fixes.
`check_common_crawl`	Checks whether a domain appears in recent Common Crawl crawls and whether robots.txt blocks CCBot.
`check_entity`	Looks up a brand on Wikidata and Wikipedia and checks Organization sameAs links.
`submit_indexnow`	Verifies an IndexNow key file and, only if it verifies, submits up to 100 URLs.
`check_ai_crawler_access`	Requests a page as several AI crawlers and as a normal browser to find robots.txt or CDN blocks.
`view_as_crawler`	Shows the text and structure a crawler recovers from a page without JavaScript.
`generate_llms_txt`	Generates an llms.txt from a domain's sitemap.
`run_free_audit`	Scores crawlability, headings, structured data, llms.txt and metadata from 0 to 100.

Every response follows one shape: { score?, summary, checks: [{ id, status, message, fix }], data, report_url }. Each failing check includes a concrete fix, and report_url links to the matching tool on getbotrank.com.

Limits and behavior

Calls are rate limited per IP (20 per 15 minutes, shared with the web tools). Some results are cached for 24 hours.
Requests to user-supplied URLs go through an SSRF-guarded fetcher that refuses private and internal addresses. Fetches identify as GetBotRankBot (see getbotrank.com/bot).
submit_indexnow never submits for a domain whose key file does not verify.

About

Built by GetBotRank, which measures whether AI engines mention your brand. This repository holds the public manifest and documentation for the hosted server.

Licensed under MIT.

來源：README.md，提交 d655ad5

工具

test_robots

Robots.txt Tester for AI Crawlers

Test one URL against a site's robots.txt for 20+ crawlers (GPTBot, ClaudeBot, PerplexityBot, Googlebot, Bingbot and more) using correct longest-match rules. Returns allowed/blocked per bot with the deciding rule.

輸入參數url必填

validate_schema

Schema Markup Validator

Extract JSON-LD and microdata from a page, validate Organization, WebSite, Product, Article, FAQPage, BreadcrumbList, LocalBusiness and SoftwareApplication, and return a corrected JSON-LD block.

輸入參數url必填

check_rendering

JavaScript Rendering Checker

Estimate whether a page's content exists in the raw HTML before JavaScript runs (heuristic, no headless browser). Most AI crawlers do not execute JavaScript.

輸入參數url必填

preview_meta

Meta Tags and Social Preview

Read title, meta description, canonical, robots, Open Graph and Twitter tags with lengths, and return data for Google, LinkedIn, X and WhatsApp previews.

輸入參數url必填

check_redirects

Redirect Chain Checker

Trace the redirect chain for a URL (max 10 hops) with status and timing per hop, plus X-Robots-Tag, HSTS, cache-control, content-type and canonical Link headers.

輸入參數url必填

validate_sitemap

Sitemap Validator

Find and validate a domain's sitemaps, count URLs, status-check a sample of up to 50 URLs and check hreflang reciprocity.

輸入參數domain必填

score_citability

AI Citability Analyzer

Score each passage of a page for how easily AI answer engines can quote it. Deterministic heuristics, no LLM.

輸入參數url必填

generate_og_image

OG Image Generator

Resolve title, description and favicon for a 1200x630 Open Graph card from a URL or from text. Returns card data; render the PNG at the report_url.

輸入參數urltitledescription

check_page_speed

PageSpeed Checker

Google PageSpeed Insights for a URL: mobile and desktop Lighthouse scores, Core Web Vitals, CrUX field data when available, top opportunities.

輸入參數url必填

check_common_crawl

Is My Site in AI Training Data?

Check whether a domain appears in the latest Common Crawl crawls (a major source of LLM training data) and whether robots.txt blocks CCBot.

輸入參數domain必填

check_entity

Brand Entity Checker

Look up a brand on Wikidata and Wikipedia, report key properties, and check the site's Organization sameAs links.

輸入參數urlbrand必填

submit_indexnow

IndexNow Submitter

Verify an IndexNow key file on a domain and, only if it verifies, submit up to 100 URLs to api.indexnow.org. Set action to "submit" to send URLs; the default only verifies.

輸入參數keyhost必填urlsaction