Leaderboard/io.github.vboykoCTO/agentic-shelf
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

io.github.vboykoCTO/agentic-shelf

Agentic commerce MCP: live Shopify catalog + inventory + AI citation measurement

59/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance19/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
143.8ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 406 in 143ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 143ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Apr 21, 2026success143.8msPartial
Apr 21, 2026success54.7msPartial
Source Registries
mcp-registry
First Seen
Apr 20, 2026
Last Seen
Apr 21, 2026
Last Probed
Apr 21, 2026