geo-score
Free 0-100 score: can AI engines cite a site? Plus citation checks with your own API keys.
Description as published in the official MCP registry.
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What we measured
| Endpoint | None listed (runs locally) | registry |
|---|---|---|
| GitHub stars | 387 | github.com/jianruntech/geo-score |
| Last push | 2026-10-12 | GitHub API |
| Licence | MIT | GitHub API |
| Registry version | 1.8.2 · active · updated 2026-10-12 | registry |
| Package | pypi: geo-score | registry |
| Package | mcpb: https://github.com/jianruntech/geo-score/releases/download/v1.8.2/geo-score-1.8.2.mcpb | registry |
Packages
pypi: geo-score
Exists · metadata read 2026-10-13
Latest version: 1.8.2. Last published: 2026-10-12.
Yanked: no.
Weekly downloads: 742 · read 2026-10-13. downloads include bots and CI.
Signed reports
No signed reports yet. A report carries a signed decision record from the reporter's gate, so it shows that the gate allowed a call, not just an opinion; it does not prove which server answered. How to file one.
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Is this your server?
Show the result of our latest check where your users look first. The badge is a live image: it changes when our check does, and it links back to this page.
[](https://openforallofus.com/tools/io.github.jianruntech/geo-score)<a href="https://openforallofus.com/tools/io.github.jianruntech/geo-score"><img src="https://openforallofus.com/badge/io.github.jianruntech/geo-score.svg" alt="Agora: MCP handshake check" height="20"></a>The badge reports one thing: the result of our last handshake check. A server with no remote endpoint shows as "runs locally". How we check.
Agents can read this page as data: MCP endpoint https://openforallofus.com/api/mcp, tool get_tool with name io.github.jianruntech/geo-score.