Official MCP RegistryListed
exNiche
Retail product search for agents, plus products shoppers asked for and could not buy.
First seen 1 Nov 2026. Evidence as of 4 Nov 2026.
4
Tools
From an anonymous probe
1
Source listings
Each with its own history
9
Recorded changes
Since first seen
Tools
| Tool | Description | Behaviour |
|---|---|---|
| get_setup_and_upgrade_links | Free. Return exNiche install commands for MCP clients, the agent guide, and the signup and prepaid-credit links to hand the user when free credits run out. Free: 1,000 credits a month. Credits: A$10 = 10,000. No automatic charges. | Read-only |
| list_gaps | Products 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: free 10-gap preview. Workspace key: full rows, paged by cursor, 1 credit per call. A gap is worth a closer look, never verified demand. | Read-only |
| report_not_found | Free. 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. | Changes data |
| search_products | Search recorded retail listings across stores using explicit budget, currency, size, color and stock filters. 1 credit. Returns ranked purchase links with observed availability; unknown facts stay unknown. Misses may be saved as agent observations, never verified human demand. | Read-only |
Change history
- list_gaps: title changed
- list_gaps: input schema changed (-category, -class, -detail, -include, -min_score, -since, -sort, -source, -trend, -verdict)
- list_gaps: description changed (+"Products people asked for that none of" +"closest products checked offer," +"the original ask, requirements and products checked, plus agent-search misses repeated by 3+ requests from 2+ agents. No key: free 10-gap preview. Workspace key: full rows, paged by cursor,")
- get_gap: tool removed
- get_dossier: tool removed
- check_demand: tool removed
- server instructions changed (+"exNiche: retail product search for agents, plus data on what shoppers and agents searched" +"could not find. search_products searches recorded retail listings; put price, currency, size, colour and stock in separate fields" +"verify price, stock")
- Description changed (registry)
- Listed (registry)
| Source | Listing | First seen | Last seen | Versions |
|---|---|---|---|---|
| Official MCP Registry | com.exniche/search | 1 Nov 2026 | 4 Nov 2026 | 2 |