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.
60/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance20/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
563ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 492ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 563ms, task completion: 0%
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| May 18, 2026 | success | 492.8ms | Pass |
| May 16, 2026 | success | 541ms | Pass |
| May 13, 2026 | success | 546.6ms | Pass |
| May 13, 2026 | success | 498.8ms | Pass |
| May 12, 2026 | success | 563ms | Pass |
| May 11, 2026 | success | 557.4ms | Pass |
| May 9, 2026 | success | 539.8ms | Pass |
| May 7, 2026 | success | 663ms | Pass |
| May 7, 2026 | success | 642.4ms | Pass |
| May 7, 2026 | success | 762ms | Pass |
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
May 17, 2026
Last Probed
May 18, 2026