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

Math-MCP

smithery.ai/EthanHenrickson/math-mcp↗

Enable your LLMs to perform accurate numerical calculations with a simple API. Leverage basic arithmetic and statistical functions to enhance your applications. Simplify complex mathematical tasks effortlessly and improve your model's capabilities.

47/100
Operational Score
Score Breakdown
Availability27/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
99.7%
P95 Latency
367.7ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 439ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 367ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 3, 2026success439.5msPass
Apr 3, 2026success467.9msPass
Apr 3, 2026success506msPass
Apr 3, 2026success470.8msPass
Apr 3, 2026success177.8msPass
Apr 2, 2026success183.4msPass
Apr 2, 2026success145.8msPass
Apr 2, 2026success151.7msPass
Apr 2, 2026success169.1msPass
Apr 2, 2026success177msPass
Source Registries
smithery
First Seen
Mar 26, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 3, 2026