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

Oncofiles

File & Storage

AI-powered medical document management for cancer patients. Google Drive, Gmail, Calendar via MCP.

47/100
Operational Score
Score Breakdown
Availability27/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
99.2%
P95 Latency
782.4ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 246ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 782ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 2, 2026success246.4msPass
Apr 2, 2026success182.9msPass
Apr 2, 2026success252.2msPass
Apr 2, 2026success246.4msPass
Apr 2, 2026success239.4msPass
Apr 2, 2026success228.8msPass
Apr 2, 2026success249.2msPass
Apr 2, 2026success161.2msPass
Apr 2, 2026success161.4msPass
Apr 2, 2026success164.2msPass
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 2, 2026