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.

54/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
200.7ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 97ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 200ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success97.5msPartial
Jun 30, 2026success200.7msPartial
Jun 27, 2026success179.4msPartial
Jun 25, 2026success199msPartial
Jun 24, 2026success182.9msPartial
Jun 17, 2026success209.5msPartial
Jun 16, 2026success207.4msPartial
Jun 16, 2026success100.2msPartial
Jun 15, 2026success203.3msPartial
Jun 12, 2026success97.4msPartial
Source Registries
a2aregistry.org, mcp-registry
First Seen
Apr 4, 2026
Last Seen
Jul 5, 2026
Last Probed
Jul 3, 2026