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

ai.teenadhd/library

Clinician-reviewed library on ADHD in teens — accommodations, executive function, evaluations.

62/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance22/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
198.8ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 194ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 198ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jun 12, 2026success194.7msPartial
Jun 11, 2026success198.8msPartial
Jun 11, 2026success118.6msPartial
Jun 10, 2026success125.1msPartial
Jun 9, 2026success180.9msPartial
Jun 5, 2026success257.3msPartial
Jun 5, 2026success242.3msPartial
Jun 4, 2026success207.5msPartial
Jun 3, 2026success179.1msPartial
May 30, 2026success161.6msPartial
Source Registries
mcp-registry
First Seen
Apr 26, 2026
Last Seen
Jun 12, 2026
Last Probed
Jun 12, 2026