GitLab AI Integration

Connect GitLab to Zaira in one click and get your whole project in your AI assistant. Summarize issues and merge requests, alert your Slack, triage failed pipelines, and put standup digests and release notes on autopilot — no code, no workflow to build.

01Capabilities

What the GitLab AI integration can do

The full GitLab toolkit in one conversation — merge requests and code review, issues, and CI/CD pipelines — no code, nothing to wire.

  • Save Merge Requestcreate or update a merge request
  • Get Merge Requestget MR with optional facets (diffs, commits, notes, pipelines, discussions)
  • List Merge Requestslist or search merge requests
  • Get Merge Request Commitsget commits in a merge request
  • Get Merge Request Diffsget diffs for a merge request
  • Get Merge Request Pipelinesget pipelines for a merge request
  • Create Merge Request Noteadd a comment or reply on a MR
  • Get Merge Request Notesget comments on a MR
  • Save Merge Request Reviewwrite review artifacts (diff comments, summaries, Duo review)
  • Save Work Itemcreate or update a work item (issue, task, epic)
  • Get Work Itemget work item with optional notes or related MRs
  • List Work Itemslist or search work items
  • Create Workitem Noteadd a comment on a work item
  • Get Workitem Notesget comments on a work item
  • Link Work Itemslink work items with relationship types
  • Get Saved View Work Itemsget work items from a saved view
  • Create Issuecreate a new issue (legacy alias)
  • Get Issueget issue details
  • Search Labelssearch for labels in a project or group
  • Save Pipelinecreate, retry, or cancel a pipeline
  • Get Pipelineget pipeline with optional jobs, downstream pipelines, or bridge jobs
  • List Pipelineslist or filter pipelines
  • Manage Pipelineupdate pipeline metadata or delete a pipeline
  • Get Pipeline Jobsget jobs for a pipeline
  • Get Jobget job metadata and optional trace/log
  • Attach Scan Profileattach a security scan profile to projects or groups
  • Add Branchcreate a branch from a source ref
  • Get Repository Fileget file contents at a specific ref
  • Get Commitget commit metadata, diff, or notes
  • searchfull-text search across GitLab (work items, MRs, projects, etc.)
  • Semantic Code Searchfind relevant code snippets by meaning
  • List Wiki Pageslist wiki pages in a project or group
  • List Duo Sessionslist GitLab Duo Agent Platform sessions
  • Get Mcp Server Versionget the MCP server version
02Use Cases

What GitLab + Zaira can do for you

Zaira brings GitLab to where you work — standup digests, issue alerts to Slack, pipeline failure triage, and release notes on autopilot.

New issue & merge request alerts to Slack

The moment something opens or needs review, the right channel gets notified with a one-line AI summary — nothing slips past the team.

Pipeline failure triage

When a pipeline fails, Zaira pulls the failing jobs and logs, summarizes what broke, and posts the rundown — and who to ping — to your Slack or email before anyone starts digging.

Stale merge request escalation

Merge requests sitting unreviewed for too long get surfaced — Zaira nudges the reviewer in Slack with the MR link and days open, so reviews stop stalling.

Release notes on autopilot

When you tag a release, Zaira generates notes from the merged merge requests and files them to your email, Docs, or Sheets — and you're done.

03How it works

Connect GitLab to Zaira, put your workflow on autopilot

Connect GitLab in one click, ask in plain language, and get issue alerts to Slack, pipeline triage, and release notes — no code.

01

Connect GitLab in one click

Authorize your GitLab account with OAuth and Zaira wires it up for you — no code, no API tokens, no MCP setup, no workflow to build.

02

Put GitLab on autopilot

Tell Zaira what to watch and when — new issues and merge requests posted to Slack, failed pipelines triaged with a summary, stale merge requests escalated, standup digests and release notes delivered on a schedule.

03

Pipeline health land in your channel

Failed builds get triaged with root-cause context before morning standup, stale MRs escalate themselves, and release notes arrive the moment a version ships.

05FAQ

Frequently asked questions

Everything you need to know about connecting GitLab to Zaira.

No. The GitLab AI integration from Zaira works with zero code. You authorize your GitLab account in one click with OAuth, and Zaira wires it up for you — no API tokens, no MCP setup, no workflow builder. After that you just ask in plain language.

Zaira can show you what's happening across your issues, merge requests, pipelines, and projects, and act on it — publishing standup digests and new-item alerts to Slack, triaging failed pipelines with a summary, escalating stale merge requests, and generating release notes into your email, Docs, or Sheets.

Yes. Tell Zaira what to watch and when — a daily standup digest, a weekly status report, an instant alert whenever a merge request opens or a pipeline fails. Both run automatically, nothing to build or maintain.

GitLab's built-in Slack app broadcasts static event notifications you configure per project, and GitLab Duo answers questions inside the GitLab UI — both are useful, but neither summarizes across your projects or delivers work to you. Zaira lives in your AI assistant: it reads issues and merge requests, writes the summaries, and delivers them — plus scheduled digests and actions — to your Slack, email, Docs, and Sheets.

GitLab ships a connector that lets ChatGPT or Claude talk to your GitLab account, but you prompt it every time and the answer stays in the chat — there's no schedule and no delivery to your other tools. Zaira is the whole loop: connect once, ask in conversation, and have GitLab updates automatically posted to your Slack, filed to your Sheets or Docs, and escalated to the right person — done for you.

From your connected account, yes — Zaira acts with the permissions you have, so it can create issues, comment on and review merge requests, and manage your projects whenever you ask. For read- and summary-focused workflows, you just watch and delegate.

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