Technical SEO tools for AI agents: structured data, meta tags, robots, SERP truncation. No API key.
Quick Install
Automated & IDE SetupCopy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.
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Manual Client & Custom JSON ConfigExpand JSON ▾
Client Config & Setup
Choose your client or environment
Target File:
💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.
Capabilities & Tool Schemas (18)
Inspect callable tools, capabilities, and parameters exposed to AI agents by Autorank MCP.
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
generate_meta_tagsFull head block: title, description, canonical, OG, Twitter Card
Documentation Overview
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:
Or with pip:
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
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.
Related MCP Servers
Adoption & maintenance
Factual signals from GitHub, npm, and our automated checks — not a rating.
Last commit
13d ago
Most recent push to the default branch.
Tools exposed
18
Callable tools this server registers over MCP.
Reviews
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CategoryDeveloper Tools
52Quality signal: Good · 52/100How this signal is calculated ▾
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Verified ownership10/20
Documentation & tools25/30
Adoption & activity4/15
Community engagement0/10
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Scanned 1d ago via OSV.dev · autorank-mcp (PyPI)
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