MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
PapersFlow
Science & Research
Academic research MCP server for paper search, citation checks, graphs, and deep research.
51/100
Operational Score
Score Breakdown
Availability27/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
99.7%
P95 Latency
674.7ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 508ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 674ms, task completion: 0%
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| Apr 3, 2026 | success | 508.8ms | Pass |
| Apr 3, 2026 | success | 617.7ms | Pass |
| Apr 3, 2026 | success | 456.9ms | Pass |
| Apr 3, 2026 | success | 512.7ms | Pass |
| Apr 3, 2026 | success | 538.8ms | Pass |
| Apr 3, 2026 | success | 673.4ms | Pass |
| Apr 3, 2026 | success | 553.5ms | Pass |
| Apr 3, 2026 | success | 775.2ms | Pass |
| Apr 3, 2026 | success | 522.9ms | Pass |
| Apr 3, 2026 | success | 737.8ms | Pass |
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 3, 2026