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.
57/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance17/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
517.3ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 364ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 517ms, task completion: 0%
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| Jul 3, 2026 | success | 364.7ms | Pass |
| Jun 30, 2026 | success | 517.3ms | Pass |
| Jun 27, 2026 | success | 506.5ms | Pass |
| Jun 25, 2026 | success | 243.5ms | Pass |
| Jun 24, 2026 | success | 572.4ms | Pass |
| Jun 17, 2026 | success | 548ms | Pass |
| Jun 16, 2026 | success | 242.5ms | Pass |
| Jun 16, 2026 | success | 508.6ms | Pass |
| Jun 15, 2026 | success | 529.7ms | Pass |
| Jun 12, 2026 | success | 513.6ms | Pass |
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Jul 3, 2026
Last Probed
Jul 3, 2026