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

Shoptera Product Intelligence

github.com/shoptera-ai/shoptera-product-intelligence↗|v1.1.1

Search ~8.5M products from 2,500+ Central European e-shops. Semantic, keyword, GTIN lookup.

44/100
Operational Score
Score Breakdown
Availability20/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
97.2%
P95 Latency
214.9ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 104ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 214ms, task completion: 0%
Improvement Tips
  • -Improve uptime (currently 97.2%, target 99%+)
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
May 13, 2026success104.8msPartial
May 13, 2026success214.9msPartial
May 12, 2026success104.4msPartial
May 11, 2026success205.4msPartial
May 9, 2026success104.2msPartial
May 7, 2026success131.7msPartial
May 7, 2026success240msPartial
May 7, 2026success265.4msPartial
May 6, 2026success106.8msPartial
May 6, 2026success122.2msPartial
Source Registries
a2aregistry.org, mcp-registry
First Seen
Apr 4, 2026
Last Seen
May 15, 2026
Last Probed
May 13, 2026