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

Thunder Compute

GPU cloud platform — create, manage, and monitor instances, snapshots, SSH keys, and billing.

45/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance5/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
1,378ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 432ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 1378ms, task completion: 0%
Improvement Tips
  • -Reduce response time (currently 1378ms, target <1000ms)
Recent Probe Results
TimestampStatusLatencyConformance
May 22, 2026success432.5msPass
May 22, 2026success1378msPass
May 21, 2026success339.8msPass
May 20, 2026success415.6msPass
May 18, 2026success403.5msPass
May 16, 2026success406.4msPass
May 13, 2026success505.3msPass
May 13, 2026success181.7msPass
May 12, 2026success378.9msPass
May 11, 2026success173.3msPass
Source Registries
mcp-registry
First Seen
Apr 9, 2026
Last Seen
May 23, 2026
Last Probed
May 22, 2026