MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
Northwestern University Libraries Digital Collections API
Agent integration with the Northwestern University Libraries Digital Collections API
49/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance9/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
1,624.9ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 406 in 1328ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 1624ms, task completion: 0%
Improvement Tips
- -Reduce response time (currently 1624ms, target <1000ms)
- -Fix MCP initialize handshake errors
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| Jun 5, 2026 | success | 1328.4ms | Partial |
| Jun 5, 2026 | success | 1467.1ms | Partial |
| Jun 4, 2026 | success | 1624.9ms | Partial |
| Jun 3, 2026 | success | 1382.7ms | Partial |
| May 30, 2026 | success | 228.3ms | Partial |
| May 29, 2026 | success | 1162.8ms | Partial |
| May 29, 2026 | success | 1373.7ms | Partial |
| May 27, 2026 | success | 1344.6ms | Partial |
| May 27, 2026 | success | 1218.2ms | Partial |
| May 27, 2026 | success | 1295.8ms | Partial |
Source Registries
mcp-registry
First Seen
Apr 17, 2026
Last Seen
Jun 4, 2026
Last Probed
Jun 5, 2026