Leaderboard/Image Tools - Background Removal, Upscaling & Face Restoration
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

Image Tools - Background Removal, Upscaling & Face Restoration

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Translation & Language

Background removal, 4x upscaling, and face restoration via GPU

15/100
Operational Score
Score Breakdown
Availability0/30
Conformance0/30
Performance15/40
Key Metrics
Uptime 30d
47.8%
P95 Latency
189.2ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Unreachable — Timeout:
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 189ms, task completion: 0%
Improvement Tips
  • -Improve uptime (currently 47.8%, target 99%+)
Recent Probe Results
TimestampStatusLatencyConformance
May 21, 2026timeout0msFail
May 20, 2026timeout0msFail
May 18, 2026success189.2msPartial
May 16, 2026timeout0msFail
May 13, 2026success26.1msPartial
May 13, 2026success82msPartial
May 12, 2026timeout0msFail
May 11, 2026timeout0msFail
May 9, 2026timeout0msFail
May 7, 2026timeout0msFail
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
May 20, 2026
Last Probed
May 21, 2026