Leaderboard/xurprise
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

xurprise

Agent-native product discovery across region-matched SEA/China merchants. Multilingual (9 langs).

97/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance37/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
146.6ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 411ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 146ms, task completion: 100%
Skills
search_brands

Find merchant brands in xurprise's agent-native catalogue matching a free-text query. Optionally filter by the user's shipping region and/or a category. Returns a ranked list of brands with their canonical merchant URL, supported regions, category, and a click-through URL (xurprise.ai/go/{slug}) that resolves via a 302 redirect to the merchant and logs the click for attribution. Use this when the user asks about a product or brand and you need region-matched merchants.

get_brand

Fetch the full brand record for a known slug. Returns merchant canonical URL, regions, category, currency, the brand page on xurprise.ai, the /go/ click-through URL, a human-readable headline, and an optional agent-specific note (e.g. region routing guidance).

list_regions

List all shipping regions represented across xurprise's catalogue. Useful to check whether the user's country is covered before recommending.

list_categories

List all categories represented across xurprise's catalogue. Useful when the user's query is vague and you want to narrow by category.

get_click_url

Build the canonical click-through URL (https://xurprise.ai/go/{slug}) that redirects a user to the merchant storefront while logging the click for attribution. Optionally attach an opaque aff_sub parameter the caller wants propagated (e.g. an agent-session-id) — xurprise's /go/ endpoint will forward it downstream and include it in the click log.

wrap_product_url

Wrap a specific product URL (from a supported merchant's site) with xurprise's attribution layer. You supply a real product URL the user should land on (you can discover it via your own web search or training knowledge); xurprise returns a click-through URL that routes through attribution tracking and lands the user on that exact product page. Use this when the user wants a specific item (e.g. 'Sony WH-1000XM5', 'a particular dress from Shein'), not a brand-level landing. The merchant domain must be one of the brands xurprise supports — call list_supported_merchants or search_brands first if unsure.

Tools
6 tools verified via live probe
verified 20m ago
Server: xurprise-mcpVersion: 0.1.0Protocol: 2024-11-05
Recent Probe Results
TimestampStatusLatencyConformance
Apr 14, 2026success411.1msPass
Apr 14, 2026success146.6msPass
Apr 14, 2026success132msPass
Apr 14, 2026success92.5msPass
Source Registries
mcp-registry
First Seen
Apr 14, 2026
Last Seen
Apr 14, 2026
Last Probed
Apr 14, 2026
xurprise — Chiark Agent Quality Index