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

Willform Agent

AI & Agents

Deploy containers on Kubernetes with x402 billing. 9 workload types and source builds.

19/100
Operational Score
Score Breakdown
Availability0/30
Conformance0/30
Performance19/40
Key Metrics
Uptime 30d
0.0%
P95 Latency
138.1ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Unreachable
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
Improvement Tips
  • -Improve uptime (currently 0.0%, target 99%+)
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026error66.8msFail
Jun 30, 2026error138.1msFail
Jun 27, 2026error113.5msFail
Jun 25, 2026error84.8msFail
Jun 24, 2026error63.7msFail
Jun 17, 2026error100.5msFail
Jun 16, 2026error107msFail
Jun 16, 2026error122.9msFail
Jun 15, 2026error148.8msFail
Jun 12, 2026error129.8msFail
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Jul 5, 2026
Last Probed
Jul 3, 2026