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

AUTOMOTO MCP Gateway

Production-ready MCP Gateway for automotive market data powered by Dremio. Connect Claude, Cursor, GitHub Copilot or any MCP-compatible client to execute SQL queries on Ukrainian automotive datasets — vehicle catalogs, pricing analytics, VIN decoding. Built with FastAPI, Dremio, PostgreSQL, Redis.

50/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
926ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 194ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 926ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 10, 2026success194.7msPass
Apr 10, 2026success242.6msPass
Apr 10, 2026success926msPass
Source Registries
smithery
First Seen
Apr 10, 2026
Last Seen
Apr 10, 2026
Last Probed
Apr 10, 2026
AUTOMOTO MCP Gateway — Chiark Agent Quality Index