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

io.github.carsxe/carsxe-mcp

github.com/carsxe/carsxe-mcp-server↗|v1.0.0
Developer Tools

MCP server for CarsXE vehicle data: VIN, specs, history, images, recalls, and OBD codes.

65/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance25/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
152.1ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 131ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 152ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Jun 30, 2026success131msPass
Jun 27, 2026success152.1msPass
Jun 25, 2026success343.9msPass
Jun 24, 2026success141.3msPass
Jun 17, 2026success137.1msPass
Jun 16, 2026success166.9msPass
Jun 16, 2026success177.4msPass
Jun 15, 2026success160.3msPass
Jun 12, 2026success184.8msPass
Jun 11, 2026success138.3msPass
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Jul 2, 2026
Last Probed
Jun 30, 2026