Leaderboard/VINdata
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

VINdata

vindata.io↗|v1.0.0

VIN decoding and European vehicle data for automotive workflows.

97/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance37/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
71.2ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 49ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 71ms, task completion: 100%
Skills
decode_vin

Decode a Vehicle Identification Number (VIN) to get make, model, year and other vehicle details.

Tools
1 tool verified via live probe
verified Jul 3
Server: VinData MCPVersion: 1.0.0Protocol: 2024-11-05
Recent Probe Results
TimestampStatusLatencyConformance
Jul 12, 2026success49.9msPass
Jul 8, 2026success65msPass
Jul 8, 2026success71.2msPass
Jul 3, 2026success133msPass
Jun 30, 2026success131.2msPass
Jun 27, 2026success66.3msPass
Jun 25, 2026success63.8msPass
Jun 24, 2026success70.1msPass
Jun 17, 2026success128.9msPass
Jun 16, 2026success70.9msPass
Source Registries
mcp-registry
First Seen
May 29, 2026
Last Seen
Jul 12, 2026
Last Probed
Jul 12, 2026