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。
PopNx MCP为使用 AI 的人准备的 MCP 服务器 · 用大白话讲清楚

Scrawly MCP Server

作者:IliasSami版本 1.0.0i★ –i在你的电脑上运行
注册名称io.github.IliasSami/scrawly

安装

概览

作者提供的说明(英文原文)

MCP server for the Scrawly SEO crawler: query local audits and propose confirmation-gated fixes.

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: 在你的电脑上运行
  • 传输方式: stdio
  • 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

  • 基础检查:1 项中通过 1 项
  • 在你的电脑上运行,拥有你的用户账户的权限(文件、网络、应用)。
  • 注册中心没有列出需要填写的密钥。

你需要

  • PyPI已安装 Python 的 uv(用于 uvx 命令)

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 …”。

打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json

{
  "mcpServers": {
    "scrawly": {
      "command": "uvx",
      "args": [
        "sentinelseo"
      ]
    }
  }
}

在终端中运行这条命令

claude mcp add scrawly -- uvx sentinelseo

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": {
    "scrawly": {
      "command": "uvx",
      "args": [
        "sentinelseo"
      ]
    }
  }
}

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": {
    "scrawly": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "sentinelseo"
      ]
    }
  }
}

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。

这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。

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

它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。

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7日

  • ✓ 通过

    作者与仓库一致

    注册名称已通过 GitHub 账户 IliasSami 验证,该账户拥有此仓库

  • … 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

  • – 不适用

    端点有响应

    它在你的电脑上运行,没有互联网端点

  • – 不适用

    使用 OAuth 登录

    在你的电脑上运行,改用本地设置

  • … 尚未检查

    工具描述中没有隐藏指令

    它在你的电脑上运行;我们只能读取互联网端点的工具列表

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 2985 个服务器的 0%
  • 发布到注册中心的时间比此分类中其他 2985 个服务器的 50% 更新
  • 基础检查结果等于或优于此分类中其他 2985 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

Scrawly MCP Server 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?

它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。

它还在维护吗?

GitHub 仓库最后更新于–,最新版本(1.0.0)于30天前进入注册中心。

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。你的电脑上还需要有 Python (uv)。

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★ 495MIT10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★ 244MIT10天前更新
安装

AI video summarizer: summarize and transcribe YouTube, Bilibili, TikTok and podcast videos.

在云端运行★ 137MIT10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。

Scrawly: the free, open-source SEO crawler and site audit tool

Free technical SEO, GEO and AI-search audits for any website.

A free alternative to Screaming Frog and Sitebulb. No account, no page cap, no subscription.

Scrawly is a free, open-source desktop SEO crawler and technical site audit tool for macOS, Windows and Linux. It crawls a website, runs 250 technical SEO, GEO (Generative Engine Optimization) and agentic-web checks on every page, maps the site's architecture, and explains in plain language what to fix. For WordPress sites it can also apply safe, reversible fixes. Scrawly is created by [Ilias Sami](https://iliassami.com/) and released for the SEO community under the MIT License.

In one sentence: Scrawly is a free desktop app that audits any website for the

technical issues that affect Google rankings and AI-search visibility (ChatGPT,

Perplexity, Google AI Overviews), with no account and no page limit.

Official Portals & Network:


Contents

  • Install in one line
  • What Scrawly checks
  • Free alternative to Screaming Frog and Sitebulb
  • GEO and AEO: auditing for AI search
  • Fix WordPress issues safely
  • Privacy
  • FAQ
  • Documentation · Contributing · License

Install in one line

Scrawly installs itself, adds an app icon (Applications on macOS, the Start Menu on Windows, your app menu on Linux), and keeps itself up to date.

macOS or Linux (Terminal):

curl -fsSL https://raw.githubusercontent.com/IliasSami/scrawly-seo-crawler/main/install.sh | bash

Windows (PowerShell):

irm https://raw.githubusercontent.com/IliasSami/scrawly-seo-crawler/main/install.ps1 | iex

Then open Scrawly like any other app. There is nothing to sign up for.

Prefer to install by hand?

You need Python 3.11 or newer and git. (Node.js is not needed: releases ship the interface prebuilt.)

git clone https://github.com/IliasSami/scrawly-seo-crawler.git Scrawly

cd Scrawly python3 scripts/install.py # Windows: py scripts\install.py

The installer creates a private Python environment, downloads the crawler browser (about 150 MB, once), and adds Scrawly to your apps. Full guide, Linux notes and troubleshooting: [docs/DESKTOP.md](docs/DESKTOP.md).

What Scrawly checks

Scrawly runs 250 checks grouped into 23 areas. Every finding comes with why it matters, how to fix it, and the exact pages affected.

AreaExamples
Crawlability and indexabilityrobots.txt rules, meta robots and X-Robots-Tag, noindex conflicts, orphan pages, crawl depth
Response codes and redirects4xx and 5xx pages, redirect chains and loops, temporary vs permanent redirects
Titles, meta and headingsmissing, duplicate, too long or too short titles; pixel-width truncation; meta descriptions too thin for AI; H1 and heading order
Canonicalizationmissing, conflicting, cross-domain or non-indexable canonicals
Content qualitythin and duplicate content, near-duplicates, readability
Structured dataJSON-LD, Microdata and RDFa, with schema validation
Internal linking and architecturelink graph, internal PageRank ("authority"), broken links, generic anchors
Performance and Core Web VitalsPageSpeed Insights lab and field (CrUX) data, TTFB, page weight
AI search readiness (GEO)which AI crawlers you allow or block, llms.txt, AI citation readiness
Agentic webhow well AI agents can read and operate your site
And moreimages and alt text, hreflang, XML sitemaps, security and TLS, mobile, JavaScript rendering, pagination, WordPress specifics

The full catalogue, with severity and fix tier for every check, is in docs/CHECK_MANIFEST.yaml.

Also included: JavaScript rendering, custom extraction, saved crawl profiles, a 3D site graph and depth tree, crawl-to-crawl comparison, scheduled audits with regression alerts, Google Search Console and GA4 data, branded HTML and PDF reports, an AI writer for titles and meta descriptions (bring your own AI key), and an MCP server so AI assistants can work with your audits (docs/MCP.md).

A free alternative to Screaming Frog and Sitebulb

Screaming Frog SEO Spider and Sitebulb are excellent tools. Scrawly is a free, open-source option for people who want a deep technical audit without a licence, plus checks for AI search.

Screaming Frog / SitebulbScrawly
PricePaid licence or subscription (limited free tier or trial)Free and open-source (MIT)
Account or licence keyNeeded for full useNone
Page limitThe free tier is cappedNo cap: you set the limit
AI search (GEO) and agentic-web checksSome, depending on versionA dedicated set: AI crawler access, `llms.txt`, citation and agent readiness
FixesReport onlySafe, reversible fixes on WordPress
Source codeClosedOpen: read, audit, contribute

Scrawly is independent and not affiliated with Screaming Frog Ltd or Sitebulb.

GEO and AEO: auditing for AI search

Search now includes AI answer engines that read your pages and decide whether to cite you. Scrawly audits for Generative Engine Optimization (GEO) and Answer Engine Optimization (AEO):

  • AI crawler access: a matrix of which AI bots (GPTBot, ClaudeBot, PerplexityBot, Google-Extended, OAI-SearchBot and others) your robots.txt and firewall allow or block.
  • `llms.txt`: whether you publish a curated index for AI systems, and its quality.
  • Meta as AI context: a description is often the first thing an AI reads about a page, so Scrawly flags descriptions too thin to understand and can draft an entity-rich one from the page's own content.
  • Entities and structured data: the schema and named entities that help search engines and AI understand what a page is about.

Four-Step Agency Audit Workflow

  1. Target URL Input: Configure depth, concurrency, user-agents, and custom robots rules.
  2. Automated Heuristic Scan: Dual-pass HTTP inspection and headless Chromium JavaScript rendering.
  3. Interactive Visual Dashboard: Prioritized issue triaging by impact score and crawl depth.
  4. Client-Ready Deliverables: Instant export to white-label PDF, Excel/CSV, and portable SQLite databases.

Fix WordPress issues safely

Connect a WordPress site with the lightweight Scrawly Connector plugin and Scrawly can fix titles, meta descriptions, canonicals and redirects for you:

  • a rollback snapshot is saved before every change, and every fix can be undone;
  • changes to the live site always ask for your confirmation first;
  • higher-risk issues are never auto-applied; they're flagged for a person to review.

See docs/WORDPRESS_CONNECTOR.md. Every other site (Shopify, Wix, Webflow, Next.js, custom) gets the full read-only audit.

Privacy: your audits stay on your computer

Scrawly has no accounts and no analytics. Your crawls, findings and reports are stored on your computer only. Scrawly connects to:

  • the websites you choose to audit;
  • GitHub, to check for updates (turn off with SCRAWLY_AUTO_UPDATE=0);
  • services you configure, such as PageSpeed Insights, Google Search Console or your AI provider;
  • the feedback service, only when you click Send on a feedback note.

The app's local engine only accepts requests from the Scrawly window itself, so other websites can't use it. Report security issues as described in SECURITY.md.

Frequently asked questions

What is Scrawly? Scrawly is a free, open-source SEO crawler and technical site audit tool that runs as a desktop app on macOS, Windows and Linux. It checks every page of a website for 250 technical SEO, GEO and agentic-web issues and explains how to fix them.

Is there a free alternative to Screaming Frog? Yes. Scrawly is a free, open-source alternative to Screaming Frog SEO Spider and Sitebulb. It has no page cap and no licence, and it adds AI-search (GEO) checks and safe WordPress fixes.

Is Scrawly really free? Yes. Scrawly is free and open-source under the MIT License, with no account, subscription or usage limit. Audits run on your own computer, so there is no per-crawl cost.

Do I need to create an account? No. Install it and start auditing. There is no sign-up, login or approval.

Does Scrawly work on websites that aren't WordPress? Yes. The audit works on any website. Only the one-click fixes are WordPress-specific.

Can Scrawly check AI search and GEO readiness? Yes. It checks AI crawler access, llms.txt, whether titles and descriptions give AI enough context, structured data, and how well AI agents can use the site.

How many pages can Scrawly crawl? There is no fixed cap. You choose the limit per audit; how far you can go depends on your computer and the website.

Who made Scrawly? Scrawly was created by Ilias Sami, an SEO consultant, as a free contribution to the SEO community. Contact: me@iliassami.com.

Documentation

  • docs/DESKTOP.md: install, update, Linux notes and troubleshooting
  • docs/WORDPRESS_CONNECTOR.md: the WordPress fix plugin
  • docs/MCP.md: use your audits from AI assistants (MCP)
  • [docs/CHECK_MANIFEST.yaml](docs/

只显示了开头部分;其余内容请在仓库中阅读

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