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

com.wolfram/mcp

The Wolfram MCP Server transforms your AI environment into a rigorous computational powerhouse.

75/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance35/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
671.8ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 563ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 671ms, task completion: 100%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
May 13, 2026success563.2msPartial
May 13, 2026success542.4msPartial
May 12, 2026success535msPartial
May 11, 2026success671.8msPartial
May 9, 2026success585.5msPartial
Source Registries
mcp-registry
First Seen
May 8, 2026
Last Seen
May 13, 2026
Last Probed
May 13, 2026