Leaderboard/ai.smithery/mrugankpednekar-mcp-optimizer
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

ai.smithery/mrugankpednekar-mcp-optimizer

github.com/mrugankpednekar/mcp-optimizer↗|v1.16.0
Developer Tools

Optimize crew and workforce schedules, resource allocation, and routing with linear and mixed-inte…

57/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance17/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
287ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 275ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 287ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
May 21, 2026success275.3msPartial
May 20, 2026success270.1msPartial
May 18, 2026success206msPartial
May 16, 2026success287msPartial
May 13, 2026success288.1msPartial
May 13, 2026success189msPartial
May 12, 2026success169.8msPartial
May 11, 2026success156.5msPartial
May 9, 2026success400.6msPartial
May 7, 2026success565.8msPartial
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
May 21, 2026
Last Probed
May 21, 2026