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

Math MCP Learning

github.com/clouatre-labs/math-mcp-learning-server↗|v0.10.3
EducationScience & Research

Educational MCP server with 17 math/stats tools, visualizations, and persistent workspace

57/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance17/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
459.8ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 459ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 459ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success459.8msPartial
Jun 30, 2026success385msPartial
Jun 27, 2026success263msPartial
Jun 25, 2026success377.5msPartial
Jun 24, 2026success341.7msPartial
Jun 17, 2026success223.1msPartial
Jun 16, 2026success249.7msPartial
Jun 16, 2026success327.5msPartial
Jun 15, 2026success240msPartial
Jun 12, 2026success173.1msPartial
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Jul 3, 2026
Last Probed
Jul 3, 2026