Autorank

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

Add to Cursor Add to VS Code Run on PlugMCPClaim this server

Add to Cursor Add to VS Code Run on PlugMCP

1{2  "mcpServers": {3    "io.github.ryankramer-autorank-mcp": {4      "command": "uvx",5      "args": [6        "autorank-mcp==0.1.0"7      ]8    }9  }10}

.cursor/mcp.jsonMCP server

Transport: stdio
Status: Local

Power your agent

Add this server

The publisher's own command. Not a PlugMCP endpoint.

Add to Cursor Add to VS Code Run on PlugMCP

Host a copy with our keys and logs.

Local command

uvx autorank-mcp==0.1.0

Claude Code has no install link for a local command. Copy the command below and run it in a terminal.

shClaude Code

1claude mcp add io.github.ryankramer-autorank-mcp -- uvx autorank-mcp==0.1.0

Run in a terminal.

jsonClaude Desktop

1{2  "mcpServers": {3    "io.github.ryankramer-autorank-mcp": {4      "command": "uvx",5      "args": [6        "autorank-mcp==0.1.0"7      ]8    }9  }10}

claude_desktop_config.json

Local · pypiPublisher installStep-by-step: add this in Claude

Remote URL or a command on your machine? How the two installs differ

Run on PlugMCP

Host a copy with our keys and logs.

A new server you create. It is not this listing's official endpoint. Use the publisher install when you want their URL and their credentials.

Launch

Server facts

Local

Transport: stdio
Version: 0.1.0
Last checked: 2026-11-09

Stars: —
Tools: —
Uptime: —

Tools

No tool list yet. Remote servers get one after the first health check.

FAQ

Questions

How do I install Autorank?

Copy the stdio config for Cursor, Claude Desktop, Claude Code, or VS Code on this page. It uses the publisher's install, not a PlugMCP proxy.

Does Autorank need an API key?

No required environment variable is listed on this record.

What transport does Autorank use?

Autorank runs locally over stdio.

When was Autorank last checked?

Last checked 2026-11-09. Technical SEO tools for AI agents: structured data, meta tags, robots, SERP truncation. No API key.

From the publisher

Documentation

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

io.github.RyanKramerClaim this server

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

Marketing Search

Add to Cursor Add to VS Code Run on PlugMCPClaim this server

GitHub

Add to Cursor Add to VS Code Run on PlugMCP

1{2  "mcpServers": {3    "io.github.ryankramer-autorank-mcp": {4      "command": "uvx",5      "args": [6        "autorank-mcp==0.1.0"7      ]8    }9  }10}

.cursor/mcp.jsonMCP server

Transport: stdio
Status: Local

Power your agent

Add this server

The publisher's own command. Not a PlugMCP endpoint.

Add to Cursor Add to VS Code Run on PlugMCP

Host a copy with our keys and logs.

Local command

uvx autorank-mcp==0.1.0

Claude Code has no install link for a local command. Copy the command below and run it in a terminal.

shClaude Code

1claude mcp add io.github.ryankramer-autorank-mcp -- uvx autorank-mcp==0.1.0

Run in a terminal.

jsonClaude Desktop

1{2  "mcpServers": {3    "io.github.ryankramer-autorank-mcp": {4      "command": "uvx",5      "args": [6        "autorank-mcp==0.1.0"7      ]8    }9  }10}

claude_desktop_config.json

Local · pypiPublisher installStep-by-step: add this in Claude

Remote URL or a command on your machine? How the two installs differ

Run on PlugMCP

Host a copy with our keys and logs.

A new server you create. It is not this listing's official endpoint. Use the publisher install when you want their URL and their credentials.

Launch

Server facts

Local

Transport: stdio
Version: 0.1.0
Last checked: 2026-11-09

Stars: —
Tools: —
Uptime: —

Tools

No tool list yet. Remote servers get one after the first health check.

FAQ

Questions

How do I install Autorank?

Copy the stdio config for Cursor, Claude Desktop, Claude Code, or VS Code on this page. It uses the publisher's install, not a PlugMCP proxy.

Does Autorank need an API key?

No required environment variable is listed on this record.

What transport does Autorank use?

Autorank runs locally over stdio.

When was Autorank last checked?

Last checked 2026-11-09. Technical SEO tools for AI agents: structured data, meta tags, robots, SERP truncation. No API key.

From the publisher

Documentation

AutoRank MCP

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

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.