Your assistant, now it can see.
For the shoppers who do ask, your assistant gets image search, matching pieces and complementary products through Koral’s MCP server.
- How shoppers meet it
- On request
- What it needs
- Your feed and an assistant that supports MCP
Three tools, one MCP server.
Image search in the chat
A photo in the chat returns the nearest matches from your range.
Matching sets
The pieces that make it a set, across brands.
Complementary products
The care, parts and add-ons that belong with the product.
See it in action.
How it connects
The assistant sends the photo to Koral over MCP and gets products back, ready to show.
Implementation: this is all it takes.
Your assistant connects to Koral’s MCP server and calls the tools it needs. The product feed is the only input.
{
"mcpServers": {
"koral": { "url": "https://search.koral.nu/mcp" }
}
} The server uses the same search as the endpoints, so results match what shoppers see on the site.
Feed connected
CSV, JSON or your platform feed. Koral indexes every image, in any language and any category.
Server connected
Add the server URL to your assistant’s MCP configuration. Every tool call takes the search ID of your feed.
Pilot on one category
A/B-split where possible, with events in your analytics. Then roll out market by market.
Good to know.
- Same data as the site
- The same feed and the same engine as the widget, so results match what shoppers see on the site.
- Any MCP client
- Works with any assistant or agent framework that supports MCP, including your own.
- Markets & languages
- Runs on images and the feed, so every market and language in the catalogue works with no per-language setup.
Security and data.
- Nothing is kept
- Koral keeps nothing from shoppers. Photos and data are used for the request and not stored.
- Processed in the EU
- The script is served from a global CDN; requests are processed in the EU.
- Uptime
- 99.9% uptime SLA.
- Data processing agreement
- A data processing agreement (DPA) comes with every contract.
- Your product data
- Product data stays yours; nothing is trained on it.
Questions about data processing? Write to hello@koral.nu. Privacy policy →
Frequently asked questions.
The Model Context Protocol, a standard way for AI assistants to call outside tools. Koral exposes its search and outfitting as MCP tools.
Any assistant or agent framework that supports MCP, including your own.
Yes. The same feed and the same engine, so results match what shoppers see on the site.
See Koral on your own catalogue.
Start with a free demo page on your own catalogue, then a one-month pilot at 50% off list prices. All we need is a product feed. Tell us a little about your store. We answer fast.
Thanks — we'll be in touch.
We've got your message. We answer fast.
Prefer email? hello@koral.nu