GPT Image Hub vs io.github.shinpr/mcp-image
GPT Image Hub is an MCP server published by jqy-yo. Marketplaces we read that list it: 1 (Official MCP Registry). io.github.shinpr/mcp-image is an MCP server published by shinpr. Marketplaces we read that list it: 2 (Official MCP Registry, npm registry (MCP servers)). As of our marketplace pass on 2026-10-30. 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 |  GPT Image Hub |  io.github.shinpr/mcp-image |
|---|---|---|
| Official MCP Registry | Listed Version: 1.0.0 No figure published Not marked · First seen |
Listed Version: 0.18.2 Downloads/month (npm): 14 591 Downloads/week (npm): 932 Forks (GitHub): 41 Stars (GitHub): 185 Not marked · First seen |
| npm registry (MCP servers) | Not listed | Listed Version: 0.18.2 Downloads/month (npm): 14 591 Downloads/week (npm): 932 Forks (GitHub): 41 Stars (GitHub): 185 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 | GPT Image Hub | io.github.shinpr/mcp-image |
|---|---|---|
| Marketplaces that list it (differs) | 1 (worse) | 2 (better) |
| Stars (GitHub) (differs) | No figure on GitHub | 185 |
| Forks (GitHub) (differs) | No figure on GitHub | 41 |
| Last release (differs) | Not published | 2026-10-22 |
| Where it runs (differs) | Remote server (www.gptimagehub.com/mcp) | On your machine (mcp-image) |
| Transport (differs) | Streamable HTTP | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | Not published | 7, secrets among them: 3 |
| Licence (differs) | Not stated | MIT |
| Repository (differs) | Not stated | github.com/shinpr/mcp-image |
| Changes in the last 7 days | 0 | 0 |
| First seen (differs) | 2026-10-21 | 2026-10-11 |
| Endpoint at the last check (differs) | Not responding since 2026-10-28 | no remote endpoint we check |
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
GPT Image Hub
Search attributed image prompts, retrieve full templates, and browse GPT Image Hub categories.
io.github.shinpr/mcp-image
AI image generation and editing with prompt optimization and quality presets
How to run each
GPT Image Hub As a remote MCP server
claude mcp add --transport http gptimagehub https://www.gptimagehub.com/mcpio.github.shinpr/mcp-image As a local MCP server: npm package
claude mcp add --env "ARK_API_KEY=<YOUR_ARK_API_KEY>" --env "GEMINI_API_KEY=<YOUR_GEMINI_API_KEY>" --env "OPENAI_API_KEY=<YOUR_OPENAI_API_KEY>" --transport stdio mcp-image -- npx -y mcp-imageRequires: ARK_API_KEY (secret), GEMINI_API_KEY (secret), OPENAI_API_KEY (secret)
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Only GPT Image Hub has a remote endpoint we 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
The marketplaces of GPT Image Hub publish no settings it asks for, so we do not compare settings.
What it can do: GPT Image Hub · What it can do: io.github.shinpr/mcp-image · Compare two other plugins
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Package data comes from the public npm registry (registry.npmjs.org). Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.