MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
io.github.PrinceGabriel-lgtm/freshcontext
Developer Tools
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45/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance5/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
1,220.6ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 406 in 287ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 1220ms, task completion: 0%
Improvement Tips
- -Reduce response time (currently 1220ms, target <1000ms)
- -Fix MCP initialize handshake errors
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| May 16, 2026 | success | 287.3ms | Partial |
| May 13, 2026 | success | 188.2ms | Partial |
| May 13, 2026 | success | 184.4ms | Partial |
| May 12, 2026 | success | 1220.6ms | Partial |
| May 11, 2026 | success | 349.8ms | Partial |
| May 9, 2026 | success | 152.2ms | Pass |
| May 7, 2026 | success | 290ms | Pass |
| May 7, 2026 | success | 250.9ms | Pass |
| May 7, 2026 | success | 355.7ms | Pass |
| May 6, 2026 | success | 358.7ms | Pass |
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
May 17, 2026
Last Probed
May 16, 2026