MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
io.github.mapbox/mcp-devkit-server
Cloud & Infrastructure
Provides AI assistants with direct access to Mapbox developer APIs and documentation.
54/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
320.1ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 161ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 320ms, task completion: 0%
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| May 18, 2026 | success | 161.3ms | Pass |
| May 16, 2026 | success | 320.1ms | Pass |
| May 13, 2026 | success | 118.6ms | Pass |
| May 13, 2026 | success | 133.2ms | Pass |
| May 12, 2026 | success | 116.7ms | Pass |
| May 11, 2026 | success | 141.8ms | Pass |
| May 9, 2026 | success | 172.4ms | Pass |
| May 7, 2026 | success | 504.1ms | Pass |
| May 7, 2026 | success | 176.5ms | Pass |
| May 7, 2026 | success | 169.5ms | Pass |
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
May 17, 2026
Last Probed
May 18, 2026