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

WildRun MCP Validator

github.com/thomwseo/wildrunai↗|v1.0.0
Developer Tools

Validate MCP tool definitions for quality, completeness, and spec compliance.

52/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance12/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
1,266.1ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 809ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 1266ms, task completion: 0%
Improvement Tips
  • -Reduce response time (currently 1266ms, target <1000ms)
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success809msPartial
Jun 30, 2026success1266.1msPartial
Jun 27, 2026success803.7msPartial
Jun 25, 2026success592.2msPartial
Jun 24, 2026success484.7msPartial
Jun 17, 2026success469.6msPartial
Jun 16, 2026success822.3msPartial
Jun 16, 2026success264.1msPartial
Jun 15, 2026success234.2msPartial
Jun 12, 2026success647.1msPartial
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Jul 4, 2026
Last Probed
Jul 3, 2026