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

Google BigQuery

smithery.ai/bigquery↗

Run SQL queries on BigQuery datasets, list tables, and inspect schemas. Manage jobs, export results, and explore data warehouse resources.

47/100
Operational Score
Score Breakdown
Availability27/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
99.7%
P95 Latency
652.6ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 192ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 652ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 16, 2026success192.1msPass
Apr 16, 2026success250msPass
Apr 16, 2026success239.3msPass
Apr 16, 2026success377msPass
Apr 16, 2026success222.9msPass
Apr 16, 2026success788.5msPass
Apr 16, 2026success261.8msPass
Apr 16, 2026success457.9msPass
Apr 16, 2026success234.7msPass
Apr 16, 2026success505.8msPass
Source Registries
smithery
First Seen
Apr 10, 2026
Last Seen
Apr 18, 2026
Last Probed
Apr 16, 2026