SEO·AEO·GEO MCP server
Audits a public page the way Google sees it, scoring retrieval and indexability signals such as robots.txt rules, HTTPS, canonical tags, snippet controls, soft 404s, sitemap and metadata, and reporting whether schema markup and llms.txt are needed (flagged but not scored).
Requests the audited page as PerplexityBot and compares the response with a normal browser request, surfacing robots.txt directives, CDN or firewall blocking, and raw-HTML visibility problems that stop Perplexity from crawling, indexing or citing the page. The resulting fix pack tells the agent what to change and how to re-verify.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@SEO·AEO·GEO MCP serverAudit https://example.com, fix what you can on a branch, and list manual settings."
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
SEO·AEO·GEO MCP server
Give your coding agent an SEO, AEO and GEO audit it can act on. One remote MCP server audits any public page the way Google and the AI search crawlers see it, and returns a fix pack: the fixes in priority order, where each one lives in your codebase, and a command to verify it. Your agent applies the code fixes on a branch, lists the settings you need to change, and re-runs the audit to prove they worked.
Endpoint:
https://seoaeogeo.app/mcp(Streamable HTTP)Free, no account, no API key: same free audit as seoaeogeo.app
Website: seoaeogeo.app · setup page · methodology
Add it
Claude Code
claude mcp add --transport http seoaeogeo https://seoaeogeo.app/mcpCursor (.cursor/mcp.json) · VS Code (.vscode/mcp.json)
{
"mcpServers": {
"seoaeogeo": { "url": "https://seoaeogeo.app/mcp" }
}
}Codex (~/.codex/config.toml)
[mcp_servers.seoaeogeo]
url = "https://seoaeogeo.app/mcp"Then ask:
Audit https://your-site.com with seoaeogeo, fix what you can in this repo on a new branch, and tell me which settings I need to change.
Related MCP server: Agent Lighthouse MCP Server
Tools
Tool | What it does |
| Audits one public page in 10–30 s. Reads robots.txt per crawler, requests the page as OAI-SearchBot, Claude-SearchBot and PerplexityBot and compares each with a browser request (CDN and firewall blocks), measures content without JavaScript, and scores extractability and trust signals. Returns the score, every check's result, the fix pack and structured data. |
| Returns an audit from the last 24 hours by id, so the agent can re-read the fixes without re-running the crawl. |
What the audit checks
58 checks across four groups, each graded by the strength of the evidence behind it (methodology):
Retrieval: page fetch, indexability, robots.txt rules per AI crawler, CDN and firewall blocks, raw-HTML visibility, snippet controls, HTTPS, soft 404, canonical, load time
Extractability: answer-first writing, semantic HTML, headings, specificity, passage structure
Authority: authorship, dates and freshness, About and Contact pages, entity signals, sources
Hygiene: sitemap, internal links, metadata, alt text, Open Graph
llms.txt and schema types are reported but score zero: no controlled study shows they change which pages AI answers cite, and Google says it needs neither.
Example output (trimmed)
SEO·AEO·GEO audit of https://example.com/: 64/100 (grade D).
Retrieval 64/67 · Extractability 7/26 · Authority 6/18 · Hygiene 2/13
15 issues to fix. Full report: https://seoaeogeo.app/report/…
# Fix pack for example.com
## Fixes in the codebase (3)
### 1. Answer first: fail (5 pts)
**Found:** … **Change:** … **Where:** … **Verify:** …
## Needs a human: settings outside the codebase
…Free vs paid
The MCP server returns the same free preview as the website: the score, every check's result and the full fix for the top issues. The remaining fixes are in the full report, unlocked for one site for $9 / ₹499 once (no subscription), or for every site with Pro. Audits are limited per connection per hour.
Claude Code skill
skills/seo-aeo-geo-audit/SKILL.md teaches Claude Code the audit → fix → verify loop. Copy the folder into ~/.claude/skills/ (or your project's .claude/skills/).
Privacy
The audit fetches only the public URL you give it. Reports are kept for 24 hours. No account is needed for the free audit. See the privacy policy.
License
MIT for the files in this repository. The hosted service is governed by its terms.
This server cannot be deployed
Maintenance
Related MCP Connectors
Scan any public site for AI-agent visibility; get scored findings, a machine-readable fix pack, and
Audit any site's AI visibility from your assistant: crawler access, rendering, and schema.
Audits AI-crawler access, structured data and llms.txt on a site, and drafts the fixes.
Audit a page for search and AI answer engines; generate robots.txt, sitemap, head, llms.txt.
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