Product search for AI shopping agents: prices and buy links from big retailers. No key needed.
Connect Remote server
claude mcp add --transport http search https://exniche.com/mcp --header "Authorization: Bearer <YOUR_API_KEY>"
{
"mcpServers": {
"search": {
"url": "https://exniche.com/mcp",
"headers": {
"Authorization": "Bearer <YOUR_API_KEY>"
}
}
}
}
{
"servers": {
"search": {
"type": "http",
"url": "https://exniche.com/mcp",
"headers": {
"Authorization": "Bearer <YOUR_API_KEY>"
}
}
}
}
Settings > Connectors > Add custom connector
URL: https://exniche.com/mcp
Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.
Tools 6 found in our last check
list_gapsProducts people asked for that none of the closest products checked offer, with the original ask, requirements and products checked, plus agent-search misses repeated by 3+ requests from 2+ agents. No key: 10-gap preview. With a free key (POST /v1/keys): full rows, paged by curs…
find_retailersFind which big retailers and brand stores to search for a product, with a ready-made search link for each. Use this when search_products returns nothing, when the shopper names a store or brand, or to give the shopper places to look. Returns up to 10 retailers (the brand's own s…
check_product_linkFetch one product page live and return whether it still exists, its current price and stock. Use it on a url from search_products before quoting a price to the shopper. Only allowlisted retailer and brand-store urls; robots.txt is honoured. status: live, out_of_stock, dead (gone…
search_productsSearch products for sale at big retailers and well-known brand stores: Myer, JB Hi-Fi, Zappos, Nike and about 180 more, deepest in Australia and US fashion. Use this when a shopper wants a product, a price check, or somewhere to buy it. Put the product in `query` (2 to 4 words,…
report_not_foundFree. Report a genuine shopper mismatch after a search. Do not send synthetic reports or personal details. Response states whether the agent observation was saved; it is not verified human demand.
get_setup_and_upgrade_linksFree. Return exNiche install commands for MCP clients, the agent guide, and how to get a free API key (POST /v1/keys). Free: 1,000 calls a month per key. Nothing is ever charged.
Headers
| Name | Description |
|---|---|
AuthorizationOptional, secret | Optional free API key as 'Bearer <key>' for your own 1,000 calls a month; every tool works without it. Get one: curl -X POST https://exniche.com/v1/keys |
Details
| Endpoint | https://exniche.com/mcp (Streamable HTTP) |
| First published | 11 Nov 2026 |
| Last updated | 11 Nov 2026 |
| Registry name | com.exniche/search |
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