MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
ai.smithery/mrugankpednekar-mcp-optimizer
Developer Tools
Optimize crew and workforce schedules, resource allocation, and routing with linear and mixed-inte…
50/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
354ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 138ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 354ms, task completion: 0%
Improvement Tips
- -Fix MCP initialize handshake errors
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| Apr 2, 2026 | success | 138.9ms | Partial |
| Apr 2, 2026 | success | 126.7ms | Partial |
| Apr 2, 2026 | success | 174.6ms | Partial |
| Apr 2, 2026 | success | 145.3ms | Partial |
| Apr 2, 2026 | success | 130.8ms | Partial |
| Apr 2, 2026 | success | 169.8ms | Partial |
| Apr 2, 2026 | success | 140.1ms | Partial |
| Apr 2, 2026 | success | 139.5ms | Partial |
| Apr 2, 2026 | success | 144.1ms | Partial |
| Apr 2, 2026 | success | 160.7ms | Partial |
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 2, 2026