mcp agents devops-context gitlab antigravity

GitLab Orbit MCP brings lifecycle graph to Antigravity

Query your GitLab instance's dependency graph, vulnerabilities, and ownership directly from Antigravity agents via Model Context Protocol—no copy-pasting between tools.

Summary

Agents gain structured access to DevSecOps context (dependencies, vulnerabilities, past reviews, owners) instead of working blind on files and terminals alone. Early tests show 11x faster responses, 4.5x fewer tokens, 45x fewer hallucinations.

Why it matters

Implementation verdict

Replaces manual context gathering and custom scripts for agents querying your software lifecycle. Requires GitLab Premium/Ultimate tier and Antigravity access; install directly from MCP Store in settings with one click. Ready now—no config files needed. Queries consume GitLab Credits.

Sources

1.agents grounded with GitLab Orbit responded up to 11 times faster, used up to 4.5 times fewer tokens, and produced up to 45 times fewer hallucinations
2.GitLab Orbit indexes your GitLab instance and builds a knowledge graph of relationships between groups, projects, users, work items, merge requests, pipelines, vulnerabilities, and source code
3.Antigravity agents, without GitLab Orbit, can see the files and reach the terminal. They do not understand the broader system
4.Open the MCP Store panel from the settings. Within the customization tab, find the MCP section. Click "Add MCP" and add GitLab Orbit

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