Autorank Mcp

io.github.RyanKramer由 GitHub 账号 RyanKramer 发布v0.1.0更新于 Oct 24, 2026

Technical SEO tools for AI agents: structured data, meta tags, robots, SERP truncation. No API key.

已验证STDIO仅桌面网页搜索与抓取开发者工具

概览

AI 生成的概览

本地 MCP 服务器，提供离线技术 SEO 工具，让助手生成并校验结构化数据、元标签、robots 指令和搜索结果预览。

可以做什么
为 FAQ、文章、面包屑和本地商家页面生成 JSON-LD 结构化数据，并校验现有 JSON-LD 块的必填字段与风险写法。生成完整元标签 head 区块、robots meta 标签、robots.txt 和 hreflang 标签，并校验 robots.txt 语法。按像素宽度检查标题和描述是否被截断，预览搜索结果的整体呈现，并评估关键词密度和可读性。生成带 UTM 参数的链接和规范的 URL slug，并列出需要实时抓取的网页版工具。
适用场景
适合在撰写或审查网站页面 SEO 时使用：生成 schema 标记、head 标签和抓取指令，或检查标题与描述在搜索结果中如何被截断。全部离线运行，适合在 MCP 客户端内做快速、可重复的检查。
运行要求
以本地进程通过 stdio 运行，从 PyPI 包 autorank-mcp 安装，例如使用 uvx 或 pip。无需 API 密钥、账号、环境变量或网络访问。仅支持桌面客户端。
安装前请注意
工具均为纯函数，只返回生成的标记和报告，不会代你写入、发送或发布任何内容。生成的 schema 和 robots 指令在部署前仍需人工复核，因为与页面内容不一致的结构化数据会被视为垃圾内容信号。需要实时抓取的部分 SEO 检查不包含在内。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Autorank Mcp，将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Desktop only，通过 STDIO。 STDIO 服务会启动本地进程，因此需要 SourceWeft 桌面宿主。

其他 MCP 客户端

参照 仓库 中的启动说明。

README

AutoRank MCP

Technical SEO tools for AI agents. Generate and validate structured data, build meta tags and crawl directives, check how a result will actually render in Google, and analyse copy — all from inside Claude, Cursor, or any MCP client.

No API key. No account. No network calls. Every tool is a pure function, so the server does its job offline and installs in one line.

Browser versions of these tools live at autorank.so/free-tools.

Install

Claude Desktop — add to claude_desktop_config.json:

json
{  "mcpServers": {    "autorank": {      "command": "uvx",      "args": ["autorank-mcp"]    }  }}

Or with pip:

bash
pip install autorank-mcp

Then point your client at the autorank-mcp command. No environment variables are required.

Tools

Structured data

ToolWhat it does
generate_faq_schemaFAQPage JSON-LD from question/answer pairs
generate_article_schemaArticle JSON-LD with author and dates
generate_breadcrumb_schemaBreadcrumbList JSON-LD
generate_local_business_schemaLocalBusiness JSON-LD with postal address
validate_json_ldParses a block, checks required fields per type, flags risky patterns

Meta and crawl directives

ToolWhat it does
generate_meta_tagsFull head block: title, description, canonical, OG, Twitter Card
generate_robots_metaRobots meta tag from directives, with a plain-English explanation
generate_robots_txtrobots.txt, optionally blocking the major AI crawlers
validate_robots_txtValidates syntax and surfaces the mistakes that cause real damage
generate_hreflanghreflang tags, with the return-link requirement spelled out

SERP and copy

ToolWhat it does
check_title_lengthPixel-width truncation check for titles
check_description_lengthPixel-width truncation check for descriptions
serp_previewHow the whole result renders, breadcrumb included
keyword_densityWord and phrase frequency with a stuffing warning
readability_scoreFlesch Reading Ease and grade level

Utilities

ToolWhat it does
build_utm_linkUTM-tagged tracking URLs, warns on case-inconsistency
slugifyClean URL slugs from titles
autorank_free_toolsLists the web-only tools that need live crawling

Design notes

Title checks measure pixels, not characters. Google truncates on rendered width, and character counts mislead badly — sixty capital Ws and sixty is occupy very different space. Titles are the most common cause of a rewritten snippet, so the check approximates width instead.

The schema tools will not help you lie. validate_json_ld flags aggregateRating whenever it appears, because fabricated ratings are a documented cause of manual actions, and generate_faq_schema states plainly that the answers must already be visible on the page. Structured data that disagrees with rendered content is a spam signal, not a shortcut.

Some tools are deliberately absent. Anything needing live crawling or a keyword corpus — broken-link checking, keyword difficulty, sitemap extraction, duplicate-content detection — is not a pure function, so it stays on the web where it belongs. autorank_free_tools lists those.

robots.txt controls crawling, not indexing. validate_robots_txt says so in its output, because conflating the two is the single most common way sites accidentally leave pages in the index.

Development

bash
git clone https://github.com/RyanKramer/autorank-mcpcd autorank-mcppip install -e .autorank-mcp

About

Built by AutoRank — AI SEO content automation. The web versions of these tools, plus about thirty more, are free at autorank.so/free-tools.

MIT licensed.

来源：README.md，提交 fa8ad4c

工具

0
SourceWeft 尚未在沙箱中启动过该软件包，因此其工具未知。

版本历史

1
  1. v0.1.0最新Sep 16, 2026

评分

已满足适用检查项的 50%

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25 分

    请保持端点能够响应 MCP 握手；SourceWeft 每 30 天探测一次。

  • 已声明认证方式10 分

    请在注册中心条目中声明凭据请求头，或保持端点能够响应探测，以便判定其认证方式。

  • 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