MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
Papertext
Academic literature search, retrieval, and private library management on top of OpenAlex.
57/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance17/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
358ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 311ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 358ms, task completion: 0%
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| May 22, 2026 | success | 311.8ms | Pass |
| May 22, 2026 | success | 358ms | Pass |
| May 21, 2026 | success | 227.2ms | Pass |
| May 20, 2026 | success | 214.9ms | Pass |
| May 18, 2026 | success | 333.2ms | Pass |
| May 16, 2026 | success | 287.4ms | Pass |
| May 13, 2026 | success | 386.3ms | Pass |
| May 13, 2026 | success | 458.6ms | Pass |
| May 12, 2026 | success | 452ms | Pass |
| May 11, 2026 | success | 364.4ms | Pass |
Source Registries
mcp-registry
First Seen
Apr 16, 2026
Last Seen
May 23, 2026
Last Probed
May 22, 2026