Leaderboard/Intent-Verified Development (IVD)
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

Intent-Verified Development (IVD)

ivdframework.dev↗|v3.1.0

28 tools that make AI write, implement, and verify structured intent — so hallucinations get caught.

60/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance20/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
347.2ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 347ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 347ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Jun 17, 2026success347.2msPass
Jun 16, 2026success295.5msPass
Jun 16, 2026success338.2msPass
Jun 15, 2026success354.5msPass
Jun 12, 2026success360.7msPass
Jun 11, 2026success478.1msPass
Jun 11, 2026success429.5msPass
Jun 10, 2026success546.4msPass
Jun 9, 2026success373.3msPass
Jun 5, 2026success432.3msPass
Source Registries
mcp-registry
First Seen
May 7, 2026
Last Seen
Jun 22, 2026
Last Probed
Jun 17, 2026