原型 · 预览版:收录官方注册中心里的全部服务器,每 30 分钟同步一次。评价和账户功能将在后续阶段推出。
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Crawlie

作者:spronta版本 0.1.0i★ –i在云端运行
注册名称app.crawlie/crawlie

安装

概览

作者提供的说明(英文原文)

Technical SEO + GEO (AI-search) site audits: hosted crawls, prioritized fixes, report diffs.

PopNx MCP 的三大支柱

这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。

它能帮你做什么

我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。

  • 连接方式: 在云端运行
  • 传输方式: Streamable HTTP
  • 分类: 营销与社交媒体

安装

选择你使用的 AI 应用,然后复制设置。

安装之前

你需要

你用的是哪个应用?

在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。

适用于网页版、桌面版和手机版 Claude:

  1. 打开 Settings → Connectors
  2. 点击 Add custom connector
  3. 粘贴下面的地址,然后点击 Add
  4. 如果要求登录,请登录作者的服务
SettingsConnectors1+ Add2https://…3
https://crawlie.app/mcp

在终端中运行这条命令

claude mcp add --transport http crawlie https://crawlie.app/mcp

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json

{
  "mcpServers": {
    "crawlie": {
      "url": "https://crawlie.app/mcp"
    }
  }
}

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

{
  "servers": {
    "crawlie": {
      "type": "http",
      "url": "https://crawlie.app/mcp"
    }
  }
}

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

ChatGPT 只能连接互联网上的服务器:

  1. 打开网页版 ChatGPT → Settings → Connectors (Apps)
  2. 点击 Create 或 Add(部分套餐需要先在 Advanced 中开启 Developer mode)
  3. 粘贴下面的地址,起个名字,然后保存
  4. 如果要求登录,请登录作者的服务
SettingsConnectors1+ Create2https://…3
https://crawlie.app/mcp

菜单名称可能因套餐和版本不同而略有差异。

你的选择通过 Cookie 保存在这台设备上,无需账户。

这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。

它能做什么

我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。

基础检查i

我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月6日

  • ✓ 通过

    作者与仓库一致

    注册名称已通过域名 crawlie.app 验证(注册中心会核实域名所有权)

  • … 尚未检查

    仍在维护

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    有许可证

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    端点有响应

    尚未检查;我们会轮流检查各个端点

  • … 尚未检查

    使用 OAuth 登录

    尚未检查;我们会轮流检查各个端点

  • … 尚未检查

    工具描述中没有隐藏指令

    尚未检查;我们会在检查端点时读取工具列表

与“营销与社交媒体”中的其他服务器比较i

  • 星标数多于此分类中其他 2956 个服务器的 0%
  • 发布到注册中心的时间比此分类中其他 2956 个服务器的 17% 更新
  • 基础检查结果等于或优于此分类中其他 2956 个服务器的 100%

与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。

常见问题

Crawlie 安全吗?

它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。

它需要哪些密钥或代码?

注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。

它在我的电脑上运行还是在云端?

它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。

它还在维护吗?

GitHub 仓库最后更新于–,最新版本(0.1.0)于4个月前进入注册中心。

哪些应用可以使用它?

支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。

有什么可以替代它?

同一分类中有:MCP YouTube Transcript, Google Analytics MCP, BibiGPT YouTube Video Summarizer

替代选择

同一分类中其他作者的服务器,按星标数排序。

如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i

MCP YouTube Transcript

作者:jkawamoto

An MCP server retrieving transcripts of YouTube videos

在你的电脑上运行★ 495MIT9天前更新
安装

Google Analytics MCP

作者:surendranb

GA4 MCP server for AI agents: schema discovery, server-side aggregation, analysis-ready defaults.

在你的电脑上运行★ 244MIT9天前更新
安装

作者的 README

打开 README

按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。

crawlie

The fast, free, open-source technical SEO + GEO crawler — built for humans and agents.

Crawl any site for broken links, redirects, missing metadata, and 40+ SEO & Generative-Engine checks — with plain-English guidance on every fix. Runs locally, ships a CLI and an MCP server, and costs nothing.

Setup · CLI · MCP & agents · Changelog · Use cases · Why I built this · Desktop app · Checks · Compare · Architecture

*Quickstart and CLI guide →*

💡Share feedback & suggestions here

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Built by Spronta

Crawlie helps you audit whether your content can be discovered. Spronta helps visitors find it once they reach your website: Search, Answers and Content Analytics for your existing blog, docs or resource library.

Try free site search on your content → Connect a public website and test the demo. Search includes 10,000 requests per workspace each month, with no credit card required. Answers and Analytics are separate paid products.

Crawlie runs locally under the MIT license. Spronta is an optional hosted service.


Setup

The easy way — npm (installs the crawlie CLI and the crawlie-mcp server):

npm i -g crawlie

The macOS app — grab the signed .dmg from Releases.

From source — needs Rust (engine/CLI/MCP) and, for the desktop app, pnpm + Node:

git clone https://github.com/spronta/crawlie

cd crawlie cargo build --release

→ target/release/crawlie and target/release/crawlie-mcp

or install onto your PATH:

cargo install --path crates/crawlie-cli # installs crawlie cargo install --path crates/crawlie-mcp # installs crawlie-mcp

How it ships: the CLI + MCP come *only* through npm — the right native binary installs automatically as a platform package (nothing to download or unblock). The desktop app is the only direct download: a signed, notarized .dmg on Releases.


How to use (CLI)

# Crawl a whole site (respects robots.txt, seeds from sitemap.xml)

crawlie crawl https://example.com --format pretty

Audit a single page, or a specific set of pages

crawlie audit https://example.com/pricing crawlie audit https://example.com/a https://example.com/b

Save a shareable, self-contained HTML report

crawlie crawl https://example.com --format html -o report.html

Clean JSON on stdout (perfect for piping / scripting / agents)

crawlie crawl https://example.com --format json -o report.json

Learn why any finding matters and how to fix it

crawlie explain geo-not-answerable

Output formats: pretty (terminal), json (machine-readable, the default), csv (issues), html (shareable file).

Common flags:

FlagWhat it does
--max-pages Cap pages fetched (default 500)
--max-depth Max click depth from the seed
--concurrency Parallel requests (default 16)
--include / --exclude Scope the crawl by URL pattern
--no-robots / --no-sitemap / --no-externalTurn off robots.txt, sitemap seeding, external link checks
`--severity error\warning\notice`Only output findings at/above a level
--saveSave to local report history (crawlie reports, crawlie report )
`--fail-on error\warning`Non-zero exit code for CI gating

Every crawl returns three scores: a Health score (technical SEO), a GEO score (AI-search readiness), and an Accessibility score (WCAG conformance) — each reported separately so one kind of problem never hides another.


Use with agents (MCP)

crawlie ships a Model Context Protocol server so an LLM agent can run a full audit and act on it — no human in the loop. This is the part most SEO tools don't have.

Connect it

After npm i -g crawlie, crawlie-mcp is on your PATH. For Claude Desktop, edit claude_desktop_config.json:

{

"mcpServers": { "crawlie": { "command": "crawlie-mcp" } } }

For Claude Code:

claude mcp add crawlie crawlie-mcp

(If you built from source instead, use the absolute path to target/release/crawlie-mcp.)

(Any MCP-compatible client works — Cursor, Cline, your own agent. It speaks JSON-RPC over stdio.)

Hosted: the Crawlie Cloud MCP (no install)

Prefer not to install anything, or want crawls to run on our infrastructure? Point any MCP client at the hosted endpoint and authenticate with a Crawlie API key (create one in the dashboard under Settings, API keys). It speaks MCP Streamable HTTP.

Endpoint: https://crawlie.app/mcp

For Claude Code:

claude mcp add --transport http crawlie-cloud https://crawlie.app/mcp \

--header "Authorization: Bearer crw_your_key"

For Claude Desktop (or any client that takes a JSON config):

{

"mcpServers": { "crawlie-cloud": { "type": "http", "url": "https://crawlie.app/mcp", "headers": { "Authorization": "Bearer crw_your_key" } } } }

Hosted crawls run on the same engine as the dashboard, are scoped to your team, and are metered against your plan. The tools mirror the local server (crawl_site, audit_url, top_fixes, geo_gaps, affected_urls, diff_reports, plus crawl_status to poll a long crawl and get_report / list_reports over your saved cloud reports). Every crawl returns a reportId you can re-slice later without re-crawling.

One-step install: the Claude Code plugin

The fastest path. The crawlie plugin bundles the MCP server and a set of skills (audit playbooks) in a single install — the MCP server auto-runs via npx, so you don't even pre-install the binary:

# add this repo as a marketplace, then install the plugin

claude plugin marketplace add spronta/crawlie claude plugin install crawlie@spronta

Skills (works with *any* agent, even without the MCP)

The skills/ folder holds standalone Agent Skills that teach an agent how to run real audits — full-site SEO + GEO, broken-link fixes, pre-launch gates, and AI-search readiness. Each is self-contained: it needs neither this repo nor a pre-installed crawlie. Missing the binary? The skill runs it on demand via npx -y -p crawlie … (the install *is* the run), and automatically uses the MCP tools when they're present. See skills/README.md.

Tools exposed
ToolPurpose
crawl_siteCrawl + audit a whole site (SEO + GEO), returns scores, issues, per-page data
audit_urlAudit a single page
audit_urlsAudit an explicit list of pages
explain_issueWhy a rule matters + how to fix it
list_rulesThe full catalogue of checks
list_reports / get_reportRead saved crawl history
Example agent prompts

*"Crawl crawlie.dev, then give me the top 5 fixes that would most improve my GEO score, with the exact change for each."*

*"Audit these three landing pages and tell me which is least ready to be cited by AI search, and why."*

*"Run a crawl with --fail-on error semantics — are there any broken links or 5xx pages blocking launch?"*

The agent calls crawl_site, reads the structured issues, and uses explain_issue to turn findings into a prioritized, actionable plan.


Use cases

  • Pre-launch QA — catch broken links, redirects, 4xx/5xx, and missing metadata before you ship.
  • GEO optimization — make pages citable by AI search: structured data, semantic HTML, answer-ready content, authorship/E-E-A-T.
  • Agent workflows — let a marketing/SEO agent audit a site and propose fixes autonomously via MCP.
  • CI/CD gating — crawlie crawl … --fail-on error in a pipeline to block regressions.
  • Client reporting — generate a polished, shareable HTML report in one command.
  • Auditing AI-generated sites — verify that the site your agent just built is actually built for search.

Why I built this

I'm Sean Ryan. I've spent 6+ years as a Lead Marketing Engineer, and on the side I build AI tooling for marketers.

With AI, it's faster than ever to ship a marketing site — but most of what gets generated is slop that was never built to be found. And the tools meant to catch that fall short: most SEO auditors cost money, don't play nicely with your agents, or tell you *what's* wrong without telling you *how to actually rank* for SEO and GEO (Generative Engine Optimization — being cited by AI search like ChatGPT, Perplexity, and Google AI Overviews).

crawlie fixes that. It's free, it's local-first, it's agent-native, and every issue it finds comes with *why it matters* and *how to fix it*.

If this is useful to you, [connect with me on LinkedIn →](https://linkedin.com/in/sean-exe) — I share what I'm learning building AI for marketers and SEO/GEO tooling, and I'd love to hear how you're using crawlie.


Desktop app

A beautiful Tauri + React app (Geist design, light/dark, seamless window chrome):

cd apps/desktop

pnpm install pnpm tauri dev # live native crawls pnpm dev # preview the UI in a browser (demo data, no backend)

Whole-site / single-page / URL-list modes, live progress, Health, GEO & Accessibility score rings, issues with built-in *why-it-matters* guidance, a sortable pages table, a per-page drawer (GEO signals, headers, schema, hreflang…), auto-saved report history, and one-click shareable HTML export.

First run, generate the icon set: cd src-tauri/icons && python3 generate.py && cd .. && pnpm tauri icon icons/source.png


What it checks

*57 rules and counting.*

Technical SEO — broken links · 4xx/5xx · redirects & chains · titles & meta descriptions (missing / duplicate / length) · H1s · canonicals · noindex / nofollow / X-Robots-Tag · robots.txt blocking · images missing alt · thin & duplicate content · orphan & deep pages

Performance & security — slow responses · large pages · missing compression · HTTPS · mixed content · HSTS

Accessibility (WCAG) — links & buttons without an accessible name · form controls without a label · iframes missing a title · zoom-blocking viewport · positive tabindex · skipped heading levels

Mobile, international & social — viewport · lang · hreflang · Open Graph · Twitter cards · structured data

Structured-data validation — parses JSON-LD and checks each item against Google's rich-result requirements: invalid markup, missing required fields, and missing recommended fields (Product, Article, Recipe, Event, FAQ, Breadcrumb, and more)

JavaScript rendering — crawl with --render to audit each page's post-JavaScript DOM via headless Chrome, so client-rendered content (React/Next/Vue) is seen, and content-requires-js flags

只显示了开头部分;其余内容请在仓库中阅读

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