Leaderboard/InsideOut (Riley)
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

InsideOut (Riley)

insideout.luthersystems.com↗|v0.36.1

Designs, prices, and deploys AWS/GCP cloud infrastructure from plain-English requirements.

60/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance20/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
400.2ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 366ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 400ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jun 17, 2026success366.4msPartial
Jun 16, 2026success400.2msPartial
Jun 16, 2026success330.7msPartial
Jun 15, 2026success262.4msPartial
Jun 12, 2026success432msPartial
Jun 11, 2026success412.4msPartial
Jun 11, 2026success414.9msPartial
Jun 10, 2026success312.8msPartial
Jun 9, 2026success497msPartial
Jun 5, 2026success458.2msPartial
Source Registries
mcp-registry
First Seen
May 5, 2026
Last Seen
Jun 23, 2026
Last Probed
Jun 17, 2026