What Claude Code can do with GitLab
Ask your agent in plain language. Each of these maps to a real tool on the server.
- Ask Claude Code to use the get pipeline jobs tool in GitLab
- Ask Claude Code to use the manage repository file tool in GitLab
- Ask Claude Code to use the run pipeline tool in GitLab
- Ask Claude Code to use the lint ci config tool in GitLab
- Ask Claude Code to use the manage environments tool in GitLab
Add the GitLab MCP server to Claude Code
Run these once. Afterwards, everyone you give access to signs in the same way.
1. Enable GitLab in Metorial
In your Metorial portal, enable the GitLab MCP server and sign in with the account that owns the data. Access stays governed by your team policies.
2. Add the server over HTTP
Add --scope user to use it in every project.
claude mcp add --transport http metorial <your-magic-mcp-url>3. Sign in
Run /mcp, select Metorial and sign in to load GitLab tools.
Give your team GitLab in Claude Code
Once GitLab is enabled in Metorial, teammates sign in with SSO and get the same connection in Claude Code, with only the tools their role allows.
One link covers every app you approve. See how the MCP gateway handles access, roles and audit logs for the whole company.
GitLab tools available in Claude Code
Full descriptions and inputs are on the GitLab MCP server page.
- Create Release: Create a new release for a project, or list existing releases.
- Manage Pipeline: Trigger, retry, or cancel a CI/CD pipeline.
- Manage Project: Create, update, fork, or delete a GitLab project.
- Manage Issue: Create, update, close, reopen, or delete a GitLab issue.
- List Merge Requests: List GitLab merge requests, optionally scoped to a project.
- Manage Merge Request: Create, update, or merge a GitLab merge request.
- List Issues: List GitLab issues filtered by project, state, labels, milestone, assignee, author, or search term.
- List Pipelines: List CI/CD pipelines for a project.
- Add Comment: Add a comment (note) to an issue or merge request.
- Get Project: Retrieve detailed information about a specific GitLab project by its ID or URL-encoded path (e.g.
- Browse Repository: Browse a project's repository tree, read file contents, or compare branches.
- Manage Branch: List, create, or delete branches in a project repository.
- Search: Search across GitLab for projects, issues, merge requests, milestones, code (blobs), commits, wiki content, and users.
- List Groups: List GitLab groups accessible to the authenticated user.
- List Projects: List GitLab projects accessible to the authenticated user.
- And 15 more on the GitLab MCP server page.
Using GitLab tools in Claude Code
What to expect once GitLab is connected.
- GitLab tools appear as mcp__metorial__<tool>. Use that name in permission rules to allow or deny a tool.
- Run /mcp to see whether Metorial is connected and to sign in again.
- Claude Code warns when a tool result passes 10,000 tokens and caps it at 25,000 by default. Raise the cap with MAX_MCP_OUTPUT_TOKENS.
- Pre-approve trusted GitLab tools with allow rules in your settings so Claude Code stops asking each time.
Troubleshooting Claude Code
- claude mcp list shows "Needs authentication"
- Run /mcp, select Metorial, and sign in. If sign-in keeps failing, choose Clear authentication in the same menu and sign in again.
- A teammate sees "Pending approval"
- Servers shared through a project .mcp.json need approval. Run claude in the project and approve Metorial when asked.
- Large tool results are cut off
- Claude Code limits MCP tool output to 25,000 tokens by default. Raise it with the MAX_MCP_OUTPUT_TOKENS environment variable.
Based on the Claude Code MCP documentation.
Frequently asked questions
Common questions about connecting GitLab to AI agents with Metorial.
Does Claude Code support the GitLab MCP server?
Yes. Claude Code connects to the GitLab MCP server through one CLI command, pointed at your Metorial URL. You need the Claude Code CLI.Do I need an API key to connect GitLab to Claude Code?
No. You sign in to GitLab once through Metorial, and Claude Code uses that connection. No API keys go into Claude Code's settings.Which GitLab tools can Claude Code use?
All 30 GitLab tools your team allows, such as Create Release, Manage Pipeline, Manage Project. Admins can narrow that list per team.Can I control which teammates use GitLab in Claude Code?
Yes. Role-based access control decides who can use GitLab and which of its tools appear in Claude Code, and every call is logged with the person's identity.What if Claude Code doesn't show GitLab tools?
Run /mcp, select Metorial, and sign in. If sign-in keeps failing, choose Clear authentication in the same menu and sign in again.
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