Leaderboard/io.github.AceDataCloud/mcp-seedream-pro
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

io.github.AceDataCloud/mcp-seedream-pro

platform.acedata.cloud↗|v2026.3.19.11
Data & Analytics

MCP server for ByteDance Seedream AI image generation

49/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance9/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
2,865.7ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 1400ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 2865ms, task completion: 0%
Improvement Tips
  • -Reduce response time (currently 2865ms, target <1000ms)
Recent Probe Results
TimestampStatusLatencyConformance
May 18, 2026success1400msPass
May 16, 2026success1813.9msPass
May 13, 2026success1053.7msPass
May 13, 2026success1059.4msPass
May 12, 2026success2377.8msPass
May 11, 2026success2865.7msPass
May 9, 2026success1100.7msPass
May 7, 2026success2243.7msPass
May 7, 2026success1112.7msPass
May 7, 2026success1129.5msPass
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
May 17, 2026
Last Probed
May 18, 2026