Check how ready an online store is for AI shopping agents, and read public benchmarks.
Connect Remote server
claude mcp add --transport http ottom https://ottom.io/mcp --header "Authorization: Bearer <YOUR_API_KEY>"
{
"mcpServers": {
"ottom": {
"url": "https://ottom.io/mcp",
"headers": {
"Authorization": "Bearer <YOUR_API_KEY>"
}
}
}
}
{
"servers": {
"ottom": {
"type": "http",
"url": "https://ottom.io/mcp",
"headers": {
"Authorization": "Bearer <YOUR_API_KEY>"
}
}
}
}
Settings > Connectors > Add custom connector
URL: https://ottom.io/mcp
Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.
Tools 3 found in our last check
check_store_readinessRuns a light check of one store page, the way an AI shopping agent reads it: robots.txt, llms.txt, the product feed, the UCP manifest, structured data (product, price, availability, GTIN) and whether the price is in text an agent can read. Each finding comes with a plain explana…
get_benchmarkReturns Ottom’s published benchmark for a store category: how far AI agents get at each stage, the stalls that stop them most often, and the score spread. Aggregate figures only, never a named store, published under CC BY 4.0. Use "all" for every store. An unknown category answe…
list_checksLists what check_store_readiness reads on a store, what it never does, and what a full scan on ottom.io adds.
Headers
| Name | Description |
|---|---|
AuthorizationRequired, secret | Your Ottom key as a bearer token. Make one free at https://ottom.io/dashboard/account/mcp |
Details
| Endpoint | https://ottom.io/mcp (Streamable HTTP) |
| First published | 13 Nov 2026 |
| Last updated | 13 Nov 2026 |
| Registry name | io.ottom/ottom |
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Listing data from the official MCP registry. Status and tools from NestDaddy's daily check. Browse all MCP servers.
