MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
io.github.AceDataCloud/mcp-seedream-pro
Data & Analytics
MCP server for ByteDance Seedream AI image generation
52/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance12/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
1,724.4ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 1112ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 1724ms, task completion: 0%
Improvement Tips
- -Reduce response time (currently 1724ms, target <1000ms)
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| Jun 30, 2026 | success | 1112.1ms | Pass |
| Jun 27, 2026 | success | 1724.4ms | Pass |
| Jun 25, 2026 | success | 2263.5ms | Pass |
| Jun 24, 2026 | success | 1922.5ms | Pass |
| Jun 17, 2026 | success | 2037.9ms | Pass |
| Jun 16, 2026 | success | 1069.7ms | Pass |
| Jun 16, 2026 | success | 1120.3ms | Pass |
| Jun 15, 2026 | success | 1424ms | Pass |
| Jun 12, 2026 | success | 1503.4ms | Pass |
| Jun 11, 2026 | success | 1564.5ms | Pass |
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Jul 2, 2026
Last Probed
Jun 30, 2026