Autorank MCP

Name: Autorank MCP
Author: RyanKramer

by RyanKramerversion 0.1.0i★ –iRuns on your computer

Registry nameio.github.RyanKramer/autorank-mcp

Install

Overview

Description from the maker (original English)

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

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
UsageiNot measured yet★ –

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Connection: Runs on your computer
Transport: stdio
Category: Marketing & social media

Install

Pick the AI app you use, then copy the settings.

Before you install

Basic checks: 1 of 1 passed
Runs on your computer with your user’s permissions (files, network, apps).
The registry lists no key to fill in.

You need

PyPIPython’s uv installed (for the uvx command)

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

Pick your app above. We remember it, so next time the button says “Install in …”.

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

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

Run this in your terminal

claude mcp add autorank -- uvx autorank-mcp

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

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

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "autorank": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "autorank-mcp"
      ]
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

Runs on your computer; the tool list appears in your AI app after you install it.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026

✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account RyanKramer, which owns the repo
… Not checked yet
Still maintained
We have not read this repo from GitHub yet
… Not checked yet
Has a licence
We have not read this repo from GitHub yet
– Not applicable
Endpoint responds
This one runs on your computer; there is no internet endpoint
– Not applicable
Sign-in with OAuth
Runs on your computer and uses local settings instead
… Not checked yet
No hidden instructions in tool descriptions
Runs on your computer; we can only read tool lists from internet endpoints

Compared with others in Marketing & social mediai

More stars than 0% of the other 2985 servers in this category
Published to the registry more recently than 29% of the other 2985 servers in this category
Basic checks equal to or better than 100% of the other 2985 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Autorank MCP safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).

Is it still maintained?

The GitHub repo last changed –, and the latest version (0.1.0) reached the registry 2 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.

What can I use instead?

In the same category: MCP YouTube Transcript, Google Analytics MCP, BibiGPT YouTube Video Summarizer

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

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Runs on your computer★ 495MITUpdated 10 days ago

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BibiGPT YouTube Video Summarizer

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

Runs in the cloud★ 137MITUpdated 10 days ago

Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

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:

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

Or with pip:

pip install autorank-mcp

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

Tools

Structured data

Tool	What it does
`generate_faq_schema`	FAQPage JSON-LD from question/answer pairs
`generate_article_schema`	Article JSON-LD with author and dates
`generate_breadcrumb_schema`	BreadcrumbList JSON-LD
`generate_local_business_schema`	LocalBusiness JSON-LD with postal address
`validate_json_ld`	Parses a block, checks required fields per type, flags risky patterns

Meta and crawl directives

Tool	What it does
`generate_meta_tags`	Full head block: title, description, canonical, OG, Twitter Card
`generate_robots_meta`	Robots meta tag from directives, with a plain-English explanation
`generate_robots_txt`	robots.txt, optionally blocking the major AI crawlers
`validate_robots_txt`	Validates syntax and surfaces the mistakes that cause real damage
`generate_hreflang`	hreflang tags, with the return-link requirement spelled out

SERP and copy

Tool	What it does
`check_title_length`	Pixel-width truncation check for titles
`check_description_length`	Pixel-width truncation check for descriptions
`serp_preview`	How the whole result renders, breadcrumb included
`keyword_density`	Word and phrase frequency with a stuffing warning
`readability_score`	Flesch Reading Ease and grade level

Utilities

Tool	What it does
`build_utm_link`	UTM-tagged tracking URLs, warns on case-inconsistency
`slugify`	Clean URL slugs from titles
`autorank_free_tools`	Lists 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

git clone https://github.com/RyanKramer/autorank-mcp

cd autorank-mcp pip 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.

Autorank MCP

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Marketing & social mediai

Common questions

Alternatives

MCP YouTube Transcript

Google Analytics MCP

BibiGPT YouTube Video Summarizer

README from the maker

AutoRank MCP

Install

Tools

Structured data

Meta and crawl directives

SERP and copy

Utilities

Design notes

Development

About