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

Caliper

Geometry and CAD file metadata extraction for STL, OBJ, PLY, PCD, LAS/LAZ, glTF/GLB.

59/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance19/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
183.6ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 406 in 183ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 183ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
May 20, 2026success183.6msPartial
May 18, 2026success42msPartial
May 16, 2026success156.5msPartial
May 13, 2026success59msPartial
May 13, 2026success58.2msPartial
May 12, 2026success376msPartial
May 11, 2026success287.3msPartial
May 9, 2026success58.2msPartial
May 7, 2026success64.3msPartial
May 7, 2026success496.9msPartial
Source Registries
mcp-registry
First Seen
Mar 31, 2026
Last Seen
May 20, 2026
Last Probed
May 20, 2026