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

caliper

Caliper is an MCP server that accepts 3D geometry files and returns structured metadata — bounding boxes, triangle counts, manifold analysis, point cloud statistics, and more.

60/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance20/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
219.1ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 178ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 219ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 10, 2026success178.6msPass
Apr 10, 2026success233msPass
Apr 10, 2026success192.6msPass
Apr 10, 2026success183.5msPass
Apr 10, 2026success219.1msPass
Mar 29, 2026success418.3msPass
Mar 29, 2026success175.2msPass
Mar 29, 2026success182.8msPass
Mar 29, 2026success173.4msPass
Mar 29, 2026success208.7msPass
Source Registries
smithery
First Seen
Mar 26, 2026
Last Seen
Apr 10, 2026
Last Probed
Apr 10, 2026
caliper — Chiark Agent Quality Index