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

com.googleapis.composer/mcp

composer.googleapis.com↗|v1.0.0

Interact with your Google Cloud Composer resources using natural language commands.

59/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance19/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
188.1ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 188ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 188ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jun 5, 2026success188.1msPartial
Jun 4, 2026success83.6msPartial
Jun 3, 2026success163.8msPartial
May 30, 2026success76msPartial
May 29, 2026success76.4msPartial
May 29, 2026success88.7msPartial
May 27, 2026success133.5msPartial
May 27, 2026success281.2msPartial
May 27, 2026success293.1msPartial
May 26, 2026success130.6msPartial
Source Registries
mcp-registry
First Seen
Apr 20, 2026
Last Seen
Jun 4, 2026
Last Probed
Jun 5, 2026