mcp server
Citation Intelligence
Check what Perplexity, Claude, ChatGPT, Gemini, and Google AI Overviews cite for any query.
Description as published by the maintainer. Source
- version 0.12.0
- active
active — Most recent push to the repository was 2026-06-08.
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 | 8 | 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 | 0 | 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 | 0.12.0 | Latest version string the maintainer published to the registry. | as of fetch | Model Context Protocol | |
| Registry record last updated | 2026-06-08 | 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 | 2026-06-08 | 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
-
io.github.AutomateLab-tech/ai-seo
— last commit 2026-06-08, shares aeo, ai-citation, ai-overview
MCP server for AI-SEO auditing: schema, robots.txt, llms.txt, citation scoring, and AEO/GEO rewrites
-
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— 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.
-
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— last commit 2026-07-27, shares aeo, chatgpt, gemini
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-
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— last commit 2026-07-27, shares aeo, chatgpt, gemini
DigestSEO mcp-geo: track brand citations across five AI search engines.
-
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— last commit 2026-08-05, shares aeo, chatgpt, gemini
Audit whether ChatGPT, Gemini and Perplexity recommend a site. Readiness checks need no keys.
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CrazySEO
— last commit 2026-08-05, shares aeo, chatgpt, gemini
Audit whether ChatGPT, Gemini and Perplexity recommend a site. Readiness checks need no keys.
-
AI Readiness (hosted)
— last commit 2026-07-09, shares aeo, chatgpt, geo
Check if a website is visible to AI search (ChatGPT, Perplexity, Claude). No install.
-
io.github.builtbyabs/shopify-geo-audit
— last commit 2026-07-21, shares aeo, chatgpt, geo
Audit any Shopify store for AI search (GEO/AEO) readiness and generate the fixes. No signup.
-
DABLOCK AI Visibility Index
— last commit 2026-08-06, shares chatgpt, gemini, perplexity
Measured share of answer for 24 crypto and Web3 brands. An open dataset, not an audit of your site.
-
DABYTE AI Visibility Index
— last commit 2026-08-06, shares chatgpt, gemini, perplexity
Measured share of answer for 20 SaaS brands. An open dataset, not an audit of your site.
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
-
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, chatgpt, claude-code-plugin, gemini, geo, llm-visibility, mcp, model-context-protocol, perplexity, seo, typescript.
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