MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
ai.smithery/pythondev-pro-egw_writings_mcp_server
Education
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54/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
360.3ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 310ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 360ms, task completion: 0%
Improvement Tips
- -Fix MCP initialize handshake errors
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| May 16, 2026 | success | 310.2ms | Partial |
| May 13, 2026 | success | 176.9ms | Partial |
| May 13, 2026 | success | 191.9ms | Partial |
| May 12, 2026 | success | 190ms | Partial |
| May 11, 2026 | success | 360.3ms | Partial |
| May 9, 2026 | success | 384ms | Partial |
| May 7, 2026 | success | 250.2ms | Partial |
| May 7, 2026 | success | 214.7ms | Partial |
| May 7, 2026 | success | 205.8ms | Partial |
| May 6, 2026 | success | 198.7ms | Partial |
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
May 17, 2026
Last Probed
May 16, 2026