GO AI Tools vs Ecom Image Optimizer
GO AI Tools is an MCP server published by goaichat.app. Marketplaces we read that list it: 1 (Official MCP Registry). Ecom Image Optimizer is an MCP server published by ecommerceimageoptimizer.com. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-19. 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 |  GO AI Tools |  Ecom Image Optimizer |
|---|---|---|
| Official MCP Registry | Listed Version: 1.0.0 No figure published Not marked · First seen |
Listed Version: 1.0.0 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 | GO AI Tools | Ecom Image Optimizer |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Last release | Not published | Not published |
| Where it runs (differs) | Remote server (goaichat.app/mcp-tools/mcp) | Remote server (ecommerceimageoptimizer.com/api/mcp) |
| Transport | Streamable HTTP | Streamable HTTP |
| Tools it declares | Not published | Not published |
| Environment variables it asks for | Not published | Not published |
| Licence | Not stated | Not stated |
| Repository (differs) | Not stated | github.com/brkmehdi/imageoptimizerforecom |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | Responded 30 h ago | Responded 5 days ago |
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
GO AI Tools
31 no-AI tools: image conversion and EXIF stripping, App Store assets, colour maths. No API key.
Ecom Image Optimizer
Resize, compress, convert, watermark and SEO-tag e-commerce product images from a public URL.
How to run each
GO AI Tools As a remote MCP server
claude mcp add --transport http tools https://goaichat.app/mcp-tools/mcpEcom Image Optimizer As a remote MCP server
claude mcp add --transport http image-optimizer https://ecommerceimageoptimizer.com/api/mcpCommands 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: GO AI Tools · What it can do: Ecom Image Optimizer · Compare two other plugins
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.