MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
ai.pictomancer/image-processing
AI & Agents
Image processing for AI agents. Resize, convert, compress, and pipeline images.
60/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance20/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
326.5ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 406 in 278ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 326ms, task completion: 0%
Improvement Tips
- -Fix MCP initialize handshake errors
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| May 16, 2026 | success | 278.2ms | Partial |
| May 13, 2026 | success | 287.1ms | Partial |
| May 13, 2026 | success | 268.3ms | Partial |
| May 12, 2026 | success | 326.5ms | Partial |
| May 11, 2026 | success | 280.3ms | Partial |
| May 9, 2026 | success | 317.5ms | Partial |
| May 7, 2026 | success | 572.5ms | Partial |
| May 7, 2026 | success | 359.8ms | Partial |
| May 7, 2026 | success | 294.8ms | Partial |
| May 6, 2026 | success | 283.1ms | Partial |
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
May 17, 2026
Last Probed
May 16, 2026