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

VINdata

VIN decoding and European vehicle data for automotive workflows.

90/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance30/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
42.4ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 42ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 42ms, 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 12h ago
Server: VinData MCPVersion: 1.0.0Protocol: 2024-11-05
Recent Probe Results
TimestampStatusLatencyConformance
May 30, 2026success42.4msPass
Source Registries
mcp-registry
First Seen
May 29, 2026
Last Seen
May 29, 2026
Last Probed
May 30, 2026
VINdata — Chiark Agent Quality Index