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

publishwith.ai

Publish AI reports as managed native links with versions, access control, revocation, and audit.

60/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance20/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
423.2ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 367ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 423ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Jun 9, 2026success367.5msPass
Jun 5, 2026success423.2msPass
Jun 5, 2026success396.7msPass
Jun 4, 2026success386.1msPass
Jun 3, 2026success391msPass
Source Registries
mcp-registry
First Seen
May 31, 2026
Last Seen
Jun 9, 2026
Last Probed
Jun 9, 2026