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

com.gitlab/mcp

gitlab.com/gitlab-org/gitlab↗✓|v0.0.1
Developer Tools

Official GitLab MCP Server

62/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance22/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
102.7ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 102ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 102ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success102.7msPass
Jun 30, 2026success83.6msPass
Jun 27, 2026success90.1msPass
Jun 25, 2026success109.6msPass
Jun 24, 2026success183.4msPass
Jun 17, 2026success94.6msPass
Jun 16, 2026success109msPass
Jun 16, 2026success250.1msPass
Jun 15, 2026success105.6msPass
Jun 12, 2026success90.7msPass
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Jul 4, 2026
Last Probed
Jul 3, 2026