mobbin vs Geoa — Get found in ChatGPT
mobbin is a plugin bundle for AI coding tools published by Mobbin. Marketplaces we read that list it: 2 (Community GitHub marketplaces, Copilot CLI: github/awesome-copilot). Geoa — Get found in ChatGPT is an MCP server published by geoa.app. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-11-09. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.
Where each is published
| Marketplace |  mobbin |  Geoa — Get found in ChatGPT |
|---|---|---|
| Copilot CLI: github/awesome-copilot | Listed Version: 1.5.0 Forks (GitHub): 3 Stars (GitHub): 66 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 1.3.0 No figure published Not marked · First seen |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | mobbin | Geoa — Get found in ChatGPT |
|---|---|---|
| Marketplaces that list it (differs) | 2 (better) | 1 (worse) |
| Stars (GitHub) (differs) | 66 | No figure on GitHub |
| Forks (GitHub) (differs) | 3 | No figure on GitHub |
| Last release (differs) | Not published | 2026-10-22 |
| Where it runs (differs) | Remote server (api.mobbin.com/mcp) | Remote server (geoa.app/mcp) |
| Transport | Streamable HTTP | Streamable HTTP |
| Tools it declares | Not published | Not published |
| Environment variables it asks for | Not published | Not published |
| Parts of the bundle (differs) | 5 | Not a bundle |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/mobbin/skills | Not stated |
| Changes in the last 7 days (differs) | 2 | 0 |
| First seen (differs) | 2026-10-29 | 2026-10-22 |
| Endpoint at the last check (differs) | Responded 25 h ago, requires authentication | Status out of date: last check 2 days ago returned HTTP 405 |
Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.
What each says it does
mobbin
Give your AI agent 600,000+ real app screens, and the skills to use them. Includes the Mobbin MCP and a skill that redesigns your screen from patterns real apps ship, in your own design system, with the references behind every change.
Geoa — Get found in ChatGPT
Check whether ChatGPT, Gemini and Perplexity recommend a business, and get fixes for its website.
How to run each
mobbin As a Claude Code plugin
/plugin marketplace add mobbin/skills
/plugin install mobbin@mobbinGeoa — Get found in ChatGPT As a remote MCP server
claude mcp add --transport http geoa https://geoa.app/mcp --header "X-Client-Key: <YOUR_X_CLIENT_KEY>"Requires: X-Client-Key header
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Both endpoints responded at the last daily check. How we check endpoints
Tools each declares
Neither one's marketplaces publish a list of tools, so there is nothing to compare.
Settings each asks for
Neither one's marketplaces publish the settings it asks for.
What it can do: mobbin · What it can do: Geoa — Get found in ChatGPT · Compare two other plugins
Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the public marketplace file https://github.com/github/awesome-copilot/blob/HEAD/.github/plugin/marketplace.json. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.