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.

60/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance20/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
314.6ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 314ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 314ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
May 21, 2026success314.6msPass
May 20, 2026success271.2msPass
May 18, 2026success251.3msPass
May 16, 2026success252.2msPass
May 13, 2026success261msPass
May 13, 2026success167.7msPass
May 12, 2026success4441.2msPass
May 11, 2026success1285.6msPass
May 9, 2026success1311.8msPass
May 7, 2026success1391.9msPass
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
May 20, 2026
Last Probed
May 21, 2026