Leaderboard/ShortsMonkey YouTube Outlier Research
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

ShortsMonkey YouTube Outlier Research

Find YouTube outliers, daily viral Shorts, and analyze video performance.

50/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
235.7ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 235ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 235ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Jul 14, 2026success235.7msPass
Source Registries
mcp-registry
First Seen
Jul 14, 2026
Last Seen
Jul 14, 2026
Last Probed
Jul 14, 2026
ShortsMonkey YouTube Outlier Research — Chiark Agent Quality Index