mcp server
io.github.AutomateLab-tech/ai-seo
MCP server for AI-SEO auditing: schema, robots.txt, llms.txt, citation scoring, and AEO/GEO rewrites
Description as published by the maintainer. Source
- version 0.1.1
- active
- evaluation
active — Most recent push to the repository was 2026-06-08. Dashed tags are derived by ZBS Index from the published description, not stated by the maintainer.
Signals
These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.
| Signal | Value | What it measures | Window | Observed | Source |
|---|---|---|---|---|---|
| GitHub stars | 3 | Number of GitHub accounts that bookmarked this repository since it was created. It is a bookmark count, not installs, not active users and not quality. | cumulative, all time | GitHub | |
| Last commit | 2026-06-08 | Date of the most recent push to any branch. This is the strongest cheap indicator of whether the project is still maintained. | point in time | GitHub | |
| Open issues | 1 | Open issues plus open pull requests, as GitHub counts them together. A high number can mean an active project or an abandoned one. | as of fetch | GitHub | |
| Latest published version | 0.1.1 | Latest version string the maintainer published to the registry. | as of fetch | Model Context Protocol | |
| Registry record last updated | 2026-05-15 | When the registry record was last updated by its maintainer. | point in time | Model Context Protocol | |
| License | MIT | Licence GitHub detected in the repository. Detection can be wrong; the LICENSE file is authoritative. | as of fetch | GitHub | |
| First listed in the MCP Registry | 2026-05-15 | Date this server was first published to the official MCP Registry. Not a usage or quality measure. | point in time | Model Context Protocol | |
| repository status | active | The repository exists on GitHub and is not archived. This says nothing about how recently it was worked on. | as of fetch | GitHub |
Where to get it
Related, by what their authors tagged them
-
Citation Intelligence
— last commit 2026-06-08, shares aeo, ai-citation, ai-overview
Check what Perplexity, Claude, ChatGPT, Gemini, and Google AI Overviews cite for any query.
-
io.github.builtbyabs/shopify-geo-audit
— last commit 2026-07-21, shares aeo, ai-seo, chatgpt
Audit any Shopify store for AI search (GEO/AEO) readiness and generate the fixes. No signup.
-
mcp-seo-audit
— last commit 2026-07-14, shares geo, robots-txt, schema-org
Technical SEO site audit MCP: health score, issues, robots, sitemap, JSON-LD.
-
SEO Performance MCP
— last commit 2026-06-08, shares aeo, ai-citation, geo
Per-URL SEO verdicts from GSC, GA4, Matomo, Clarity, AI citations: refresh/expand/merge/kill.
-
BittleBits GEO Assistant
— last commit 2026-06-02, shares aeo, ai-seo, geo
GEO scores and content-rewrite suggestions for any web page, as MCP tools.
-
Myagi - Open Agent Registry
— last commit 2026-08-03, shares llms-txt, robots-txt
Score any website's AI-agent readiness. Open Agent Registry scanner + platform tools.
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Agent Readiness Auditor
— last commit 2026-07-12, shares llms-txt, robots-txt
Audits any website for AI agent readiness and safety, scoring prompt injection risk and llms.txt.
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io.github.agencyenterprise/aiseo-audit
— last commit 2026-04-27, shares ai-seo, chatgpt, geo
Audit web pages for AI search readiness (ChatGPT, Claude, Perplexity, Gemini).
-
Rampify
— last commit 2026-06-23, shares schema-org, seo
SEO MCP server: crawl your site, find AI-visibility gaps, and ship the fix from your coding agent.
-
Google Search Console
— last commit 2026-04-23, shares ai-seo, seo
Google Search Console MCP server: SEO audits, performance queries, URL inspection, indexing checks.
These share tags the maintainers applied themselves, such as aeo, ai-citation, ai-overview, chatgpt. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.
This is not a recommendation and not a test result. It is a map of what the authors said their work is about.
Also from automatelab-tech
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io.github.AutomateLab-tech/content-distribution
— last commit 2026-06-08
Publish content to DEV.to, Hashnode, GitHub Discussions, Reddit, Bluesky, LinkedIn, and Medium.
How the author describes it
Topics the maintainer set on GitHub: aeo, ai-citation, ai-overview, ai-seo, chatgpt, claude, claude-code-plugin, geo, llm-visibility, llms-txt, mcp, model-context-protocol, perplexity, robots-txt, schema-org, seo.
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