MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
io.github.cyanheads/pubmed-mcp-server
Cloud & Infrastructure
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47/100
Operational Score
Score Breakdown
Availability27/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
99.5%
P95 Latency
322.3ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 170ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 322ms, task completion: 0%
Improvement Tips
- -Fix MCP initialize handshake errors
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| Apr 2, 2026 | success | 170.1ms | Partial |
| Apr 2, 2026 | success | 156.8ms | Partial |
| Apr 2, 2026 | success | 117.1ms | Partial |
| Apr 2, 2026 | success | 174.6ms | Partial |
| Apr 2, 2026 | success | 154.3ms | Partial |
| Apr 2, 2026 | success | 297.6ms | Partial |
| Apr 2, 2026 | success | 124.5ms | Partial |
| Apr 2, 2026 | success | 322.3ms | Partial |
| Apr 2, 2026 | success | 118.3ms | Partial |
| Apr 2, 2026 | success | 162.1ms | Partial |
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 2, 2026