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

Gmail

smithery.ai/gmail↗

Manage Gmail end-to-end: send, draft, reply, forward, and bulk-modify or delete messages and threads. Organize your inbox with labels, archiving, and trashing, and retrieve messages, attachments, and profile details on demand. Access and search contacts to autofill recipients and keep people data in sync.

50/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
395.6ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 113ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 395ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
May 13, 2026success113.1msPass
May 13, 2026success187.7msPass
May 12, 2026success124.1msPass
May 11, 2026success109.5msPass
May 9, 2026success395.6msPass
May 7, 2026success142.7msPass
May 7, 2026success137msPass
May 7, 2026success188.9msPass
May 6, 2026success123msPass
May 6, 2026success123.3msPass
Source Registries
smithery
First Seen
Mar 26, 2026
Last Seen
May 15, 2026
Last Probed
May 13, 2026