MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
io.github.cyanheads/openalex-mcp-server
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65/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance25/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
90.2ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 80ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 90ms, task completion: 0%
Improvement Tips
- -Fix MCP initialize handshake errors
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| Jul 3, 2026 | success | 80.9ms | Partial |
| Jun 30, 2026 | success | 90.2ms | Partial |
| Jun 27, 2026 | success | 96.1ms | Partial |
| Jun 25, 2026 | success | 96.5ms | Partial |
| Jun 24, 2026 | success | 89.5ms | Partial |
| Jun 17, 2026 | success | 102ms | Partial |
| Jun 16, 2026 | success | 76.9ms | Partial |
| Jun 16, 2026 | success | 105.7ms | Partial |
| Jun 15, 2026 | success | 77.8ms | Partial |
| Jun 12, 2026 | success | 107.6ms | Partial |
Source Registries
mcp-registry
First Seen
Mar 31, 2026
Last Seen
Jul 5, 2026
Last Probed
Jul 3, 2026