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
46/100
Operational Score
Score Breakdown
Availability27/30
Conformance10/30
Performance9/40
Key Metrics
Uptime 30d
99.7%
P95 Latency
2,269.2ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 1144ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 2269ms, task completion: 0%
Improvement Tips
- -Reduce response time (currently 2269ms, target <1000ms)
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| Apr 3, 2026 | success | 1144.2ms | Pass |
| Apr 3, 2026 | success | 1580.9ms | Pass |
| Apr 3, 2026 | success | 1620.6ms | Pass |
| Apr 3, 2026 | success | 1722.9ms | Pass |
| Apr 3, 2026 | success | 1171.1ms | Pass |
| Apr 3, 2026 | success | 1727.6ms | Pass |
| Apr 3, 2026 | success | 2028.5ms | Pass |
| Apr 3, 2026 | success | 1485.8ms | Pass |
| Apr 3, 2026 | success | 1484.8ms | Pass |
| Apr 3, 2026 | success | 2467.6ms | Pass |
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 3, 2026