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.

49/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance9/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
1,530.1ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 1530ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 1530ms, task completion: 0%
Improvement Tips
  • -Reduce response time (currently 1530ms, target <1000ms)
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success1530.1msPass
Jun 30, 2026success1495.1msPass
Jun 27, 2026success447.2msPass
Jun 25, 2026success1867msPass
Jun 24, 2026success2073.8msPass
Jun 17, 2026success1530msPass
Jun 16, 2026success1573.6msPass
Jun 16, 2026success441.8msPass
Jun 15, 2026success1265.1msPass
Jun 12, 2026success562.9msPass
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Jul 4, 2026
Last Probed
Jul 3, 2026