How do AI agents use GitLab through Open Connector?

Your user connects GitLab once with one of its cataloged authentication methods. Open Connector stores the credential in an encrypted vault and exposes GitLab tools to your agent over MCP or a typed API, with credentials injected server-side on each call.

Is this a GitLab MCP server?

Yes. Open Connector can serve GitLab as a named MCP server with a scoped allowlist and a per-user connection URL, so any MCP client can call GitLab actions with credentials injected server-side.

Where do GitLab credentials live?

In your own infrastructure. Open Connector keeps credentials in its own vault and injects them at call time, so they never leave your environment.

GitLab integration

GitLab integration for AI agents.

GitLab integration for AI agents with secure authentication and server-side credential injection. Open Connector runs the OAuth, seals the token in an encrypted vault, and serves GitLab tools to your agent over MCP or a typed API — credentials injected server-side, every call audited, nothing leaving your infrastructure. Open source (AGPL-3.0) and self-hostable.

View source on GitHub All integrations →

What your agents can do

Real GitLab actions, managed and audited.

Your user connects GitLab once; your agent can then secure AI-agent actions — scoped to the OAuth permissions you grant and the tool allowlist you configure. Every action is least-privilege and written to a tamper-evident audit trail.

1
Your user grants GitLab access once (OAuth) — the token lands in the vault.
2
Your agent calls a tool over MCP or the typed API; Open Connector injects the credential server-side.
3
Every routed call appends a hash-chained audit record — nothing leaves your infra.

Available tools

GitLab tool surface.

The following managed tool groups are exposed by this integration. Each item is surfaced as tool metadata so agents can discover safe actions and build reliable workflows.

GitLab tools: Secure AI-agent actions.

FAQ

GitLab integration, answered

How do AI agents use GitLab through Open Connector?: Your user connects GitLab once with one of its cataloged authentication methods. Open Connector stores the credential in an encrypted vault and exposes GitLab tools to your agent over MCP or a typed API, with credentials injected server-side on each call.
Is this a GitLab MCP server?: Yes. Open Connector can serve GitLab as a named MCP server with a scoped allowlist and a per-user connection URL, so any MCP client can call GitLab actions with credentials injected server-side.
Where do GitLab credentials live?: In your own infrastructure. Open Connector keeps credentials in its own vault and injects them at call time, so they never leave your environment.

Give your agents GitLab — keep the keys.

Open source, self-hostable, with GitLab credentials that never leave your infrastructure. Run it from source today.

View source on GitHub How the MCP gateway works →