MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
io.github.cyanheads/openlibrary-mcp-server
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42/100
Operational Score
Score Breakdown
Availability10/30
Conformance10/30
Performance22/40
Key Metrics
Uptime 30d
92.3%
P95 Latency
125.3ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 91ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 125ms, task completion: 0%
Improvement Tips
- -Improve uptime (currently 92.3%, target 99%+)
- -Fix MCP initialize handshake errors
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| Jun 9, 2026 | success | 91.2ms | Partial |
| Jun 5, 2026 | success | 89.7ms | Partial |
| Jun 5, 2026 | success | 88.1ms | Partial |
| Jun 4, 2026 | success | 125.3ms | Partial |
| Jun 3, 2026 | success | 87.5ms | Partial |
| May 30, 2026 | success | 96.1ms | Partial |
| May 29, 2026 | success | 98.1ms | Partial |
| May 29, 2026 | success | 77.6ms | Partial |
| May 27, 2026 | success | 93.6ms | Partial |
| May 27, 2026 | success | 137.3ms | Partial |
Source Registries
mcp-registry
First Seen
May 24, 2026
Last Seen
Jun 9, 2026
Last Probed
Jun 9, 2026