Leaderboard/io.github.mapbox/mcp-server
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

io.github.mapbox/mcp-server

github.com/mapbox/mcp-server↗|v0.11.0
Cloud & Infrastructure

Geospatial intelligence with Mapbox APIs like geocoding, POI search, directions, isochrones, etc.

57/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance17/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
205.7ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 205ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 205ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success205.7msPass
Jun 30, 2026success124.1msPass
Jun 27, 2026success73.3msPass
Jun 25, 2026success152.6msPass
Jun 24, 2026success88.5msPass
Jun 17, 2026success73.9msPass
Jun 16, 2026success117.9msPass
Jun 16, 2026success140.7msPass
Jun 15, 2026success63.1msPass
Jun 12, 2026success48.8msPass
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Jul 5, 2026
Last Probed
Jul 3, 2026