Integration
Connect DoiT and GitLab
When New Alert Notification fires in DoiT, your agent runs Add Note to Issue in GitLab, or New Code Snippet Comment in GitLab to Add comment in DoiT. Describe the whole flow and it is built, tested on every scenario and kept running.
What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it.
Build solutions, not workarounds.
What do you want DoiT and GitLab to do together?
Ask the assistant
Connect your AI client
Give your AI client this address.
https://mcp.apiant.aiOne connection does both: ask your client to act in an app once, or have it build an automation that keeps running. Any client that takes a remote MCP server. Nothing to install. Create your free account, then sign in once in your browser.
Set it up in your client
Claude Code
Run this in the directory you want to work in.
claude mcp add --transport http -s project apiant-ai https://mcp.apiant.aiStart Claude Code there, approve the server, and sign in in the browser page it opens.
Claude Code guide (opens in a new tab)Claude, web and desktop
Open Customize, then Connectors, then Add custom connector, and paste the address. On Team and Enterprise an owner adds it first.
Setup guide (opens in a new tab)Cursor
Add the address to your MCP configuration as a server URL. Cursor signs you in in your browser.
Setup guide (opens in a new tab)Zed
Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server.
Setup guide (opens in a new tab)Codex and the ChatGPT desktop app
Open Settings, then MCP servers, then Add server, and choose Streamable HTTP. From the terminal, Codex takes the address with its own add command and then signs you in.
Setup guide (opens in a new tab)Any other MCP client
Paste the address where the client asks for a remote MCP server URL, and name the server apiant-ai where it lets you. APIANT's skills reach the client over the same connection.
Setup guide (opens in a new tab)Example flows
What DoiT and GitLab can do together
From DoiT to GitLab
When New Alert Notification in DoiT
then Add Note to Issue in GitLab
When New Cloud Incident in DoiT
then Create Issue in GitLab
From GitLab to DoiT
When New Code Snippet Comment in GitLab
then Add comment in DoiT
When New Commit in GitLab
then Add support ticket in DoiT
Starting points drawn from the triggers and actions in the catalog today. Describe the flow you need, at any depth, and your agent builds it and tests every scenario before it ships.
Everything your agent can do with DoiT and GitLab
Triggers and actions 28 triggers · 89 actions
Trigger
Budget Threshold SurpassedTriggered when a budget's current spend passes one of its alert thresholds. Fires once per threshold in each budget period.
Trigger
New Alert NotificationTriggers when a DoiT cost alert sends a notification (its last-alerted time advances).
Trigger
New Cloud IncidentTriggered when a new cloud incident is reported for Google Cloud, Amazon Web Services or Microsoft Azure.
Trigger
New Cost AnomalyTriggers when DoiT detects a new cloud cost anomaly, newest first, optionally narrowed by service, billing account, platform or severity.
Trigger
New InvoiceTriggered when a new invoice is created in your DoiT organization.
Trigger
New ServiceTriggers when a new cloud service (support product) becomes available in DoiT, optionally for one platform.
Trigger
New Service (For Doers)Triggers when a new support product (service) becomes available in DoiT, optionally limited to one cloud platform.
Action
Add alertCreates a cost or usage alert in DoiT Cloud Analytics that notifies email or Slack recipients when a metric crosses the threshold you set.
Action
Add allocationCreates a new DoiT allocation, either a single allocation defined by one rule or a group allocation made of several rules.
Action
Add annotationCreates a new annotation on a date in DoiT Cloud Analytics, optionally linked to reports and labels.
Action
Add budgetCreates a new DoiT budget that tracks cloud spend for the selected scope against a fixed or recurring amount.
Action
Add commentAdds a comment to an existing DoiT support request and returns the new comment.
Action
Add labelCreates a new label in DoiT Cloud Analytics with a name and color, ready to assign to reports, budgets and other objects.
Action
Add support ticketCreates a new DoiT support request and returns its id, status and a link to view it in the DoiT console.
Action
Delete alertDeletes an alert from your DoiT account.
Action
Get alertReturns a Cloud Analytics alert by its ID, including its name, recipients, timestamps and evaluation configuration.
Action
Get anomalyReturns one cost anomaly, including its cost impact, severity, affected service, contributing SKUs and resources, and review status.
Action
Get budgetReturns a budget's configuration and its current and forecasted utilization. An error occurs if the budget is not found.
Action
Get invoiceReturns the full details of an invoice by its invoice number, including status, amounts, due date and line items. A cancelled invoice or credit memo is returned with status CANCELED.
Action
List alertsReturns the alerts your DoiT account has access to, optionally filtered by owner or name and sorted.
Action
List allocationsReturns the cost allocations your DoiT account has access to, optionally filtered by type, owner, name or folder.
Action
List annotationsReturns the Cloud Analytics annotations your DoiT account has access to, with their content, date, associated reports and labels.
Action
List anomaliesReturns the cloud cost anomalies DoiT detected, optionally filtered by time window, service, billing account, platform or severity.
Action
List assetsReturns the customer's assets in DoiT, such as Google Cloud billing accounts, Workspace subscriptions and AWS accounts, optionally filtered by a filter expression.
Action
List budgetsReturns the budgets your DoiT account can access, each with its amount, utilization and risk status.
Action
List CloudFlowsReturns the CloudFlows in the DoiT account, with each flow's name, published state, trigger type and last run status.
Action
List invoicesReturns the current and historical invoices for your organization, newest first, optionally filtered by platform, due date, status or creation time.
Action
List labelsReturns the Cloud Analytics labels your DoiT account can access, optionally filtered by name or type and sorted.
Action
List reportsReturns the Cloud Analytics reports your DoiT account can access, newest first, with optional filtering by name, owner, type, folder or creation time.
Action
Query Cloud AnalyticsRuns a one-off Cloud Analytics query with the configuration you supply and returns the result columns and rows, without saving a report.
Action
Run CloudFlowStarts a run of a published CloudFlow and returns the new run, which begins in pending status.
Action
Run ReportRuns a saved Cloud Analytics report and returns its results: the column schema and the result rows, plus the report's name, owner and labels.
Action
Update alertUpdates an existing DoiT alert's name, threshold settings or notification recipients. Only the values you fill in are changed.
Action
Update budgetUpdates an existing DoiT budget. Only the values you supply are changed; everything else on the budget is kept.
Trigger
Deployment Event (instant)Fires on a deployment status change (deployment_events).
Trigger
New Code Snippet CommentTriggers when a new comment is made on a code snippet in the selected project
Trigger
New CommitTriggers when a new commit is pushed to a GitLab project's repository.
Trigger
New Commit CommentTriggers when a new comment is made on a commit in the selected project
Trigger
New Group Issue EventTriggers on group issue events, e.g. when an issue is opened, updated, or closed.
Trigger
New Group Merge Request EventTriggers on an open, merge, close, or update merge request event.
Trigger
New IssueTriggers when a new issue is created in a GitLab project.
Trigger
New Issue CommentTriggers when a new comment is made on an issue in the selected project
Trigger
New Job EventTriggers for a specified job event in a project.
Trigger
New Merge RequestTriggers when a new merge request is opened in a GitLab project.
Trigger
New Merge Request CommentTriggers when a new comment is made on a merge request in the selected project
Trigger
New PipelineTriggers when a new CI/CD pipeline is created in a GitLab project.
Trigger
New ProjectTriggers when a new GitLab project is created that the connected user can see.
Trigger
New Project Issue EventTriggers on project issue events, e.g. when an issue is opened, updated, or closed.
Trigger
New Project Merge Request EventTriggers on an open, merge, close, or update merge request event.
Trigger
New ReleaseTriggers when a new release is created in a GitLab project.
Trigger
New Release (instant)Fires when a release is created or updated (releases_events).
Trigger
New TagTriggers when a new tag is added to a GitLab project's repository.
Trigger
New Tag (instant)Fires when a tag is pushed (tag_push_events).
Trigger
Pipeline Event (instant)Fires on a pipeline status change (pipeline_events).
Trigger
Wiki Page Event (instant)Fires when a wiki page is created or updated (wiki_page_events).
Action
Accept Merge RequestMerges an open merge request into its target branch, optionally squashing commits, deleting the source branch, or setting it to merge automatically once checks pass.
Action
Add Comment to CommitAdds a comment to a commit in a GitLab project, optionally on a specific line of a file.
Action
Add Note to IssueAdds a comment to an issue in a GitLab project.
Action
Add Note to Merge RequestAdds a comment to a merge request in a GitLab project.
Action
Add Note to SnippetAdds a comment to a project snippet in GitLab and returns the created comment.
Action
Approve Merge RequestApproves a merge request as the connected GitLab user and returns the merge request's updated approval state.
Action
Cancel PipelineCancels all running and pending jobs in a GitLab pipeline and returns the pipeline with its updated status.
Action
Create BranchCreates a new branch in a GitLab project's repository from an existing branch or commit.
Action
Create CommitCreates a commit on a branch of a GitLab project, applying a batch of file changes (create, update, delete, move, chmod).
Action
Create FileCreates a new file in a GitLab project's repository by committing it to a branch.
Action
Create IssueCreates a new issue in a GitLab project, with optional description, labels, assignees, milestone and due date.
Action
Create LabelCreates a label in a GitLab project with the name and color you choose.
Action
Create Merge RequestCreates a new merge request in a GitLab project from a source branch to a target branch.
Action
Create MilestoneCreates a milestone in a GitLab project, with an optional description, start date and due date.
Action
Create PipelineStarts a new CI/CD pipeline on a branch or tag of a GitLab project, optionally with pipeline variables and inputs.
Action
Create ProjectCreates a new GitLab project in your personal namespace or in a group you choose.
Action
Create ReleaseCreates a release in a GitLab project from an existing tag, or from a branch or commit that is tagged as part of the release.
Action
Create SnippetCreates a personal snippet with a title and one file of content in your GitLab account.
Action
Create TagCreates a new Git tag in a GitLab project pointing at a branch, commit or existing tag. Add a message to make it an annotated tag.
Action
Create Wiki PageCreates a new wiki page in a GitLab project with the given title and content.
Action
Delete BranchDeletes a branch from a GitLab project's repository. The default branch and protected branches cannot be deleted.
Action
Delete FileDeletes a file from a GitLab project's repository by committing its removal to a branch.
Action
Delete IssueDeletes an issue from a GitLab project. Only administrators and project owners can delete issues.
Action
Delete TagDeletes a tag from a GitLab project's repository.
Action
Find Group Merge RequestsReturns merge requests across a GitLab group and its subgroups, filtered by state, author, assignee, reviewer, labels, milestone, branch, dates or search text.
Action
Find Project Merge RequestsFinds merge requests in a GitLab project, filtered by text search, state, author, assignee, reviewer, labels, branches, dates and more.
Action
Find ProjectsFinds GitLab projects whose name, path or description matches your search text, optionally narrowed by membership, ownership, visibility, topic and activity dates.
Action
Find UserFinds GitLab users by username, public email, or a name/username/email search, with optional filters on account state and type.
Action
Get BranchReturns a repository branch in a GitLab project, including its protection status, merge status and latest commit.
Action
Get CommitReturns a single commit from a project's repository, identified by its SHA or by a branch or tag name, including stats and the latest pipeline.
Action
Get FileReturns a file from a GitLab repository, including its name, size, commit details and Base64-encoded content.
Action
Get GroupReturns the details of a GitLab group, such as its name, path, visibility and parent group.
Action
Get IssueReturns a single issue in a GitLab project, including its title, description, state, labels, assignees and milestone.
Action
Get JobReturns a single CI/CD job in a GitLab project, including its status, stage, pipeline, commit and runner details.
Action
Get Merge RequestReturns a single merge request in a GitLab project, including its state, branches, author, reviewers and pipeline.
Action
Get Merge Request ApprovalsReturns the approval state of a merge request: whether it is approved, who approved it, and how many approvals are still required.
Action
Get PipelineReturns a single CI/CD pipeline in a project, including its status, ref, commit, timing and who triggered it.
Action
Get ProjectReturns a single GitLab project by its ID or full path, including its settings, visibility and links.
Action
Get ReleaseReturns a project's release for the given Git tag, including its description, commit, milestones and assets.
Action
Get SnippetReturns a personal snippet by its ID, including its title, file name, visibility, author and links.
Action
Get Snippet NoteReturns a single comment (note) posted on a project snippet.
Action
Get Wiki PageReturns a wiki page from a GitLab project, including its title, content and format.
Action
List BranchesReturns the branches in a GitLab project's repository, sorted by name, optionally filtered by a search term or regular expression.
Action
List Commit CommentsReturns the comments left on a commit in a GitLab project.
Action
List CommitsReturns the commits in a GitLab project's repository, optionally filtered by branch, author, file path or date range.
Action
List GroupsReturns the GitLab groups visible to the connected user, optionally filtered by name, visibility, ownership or access level.
Action
List LabelsReturns the labels defined for a GitLab project, optionally filtered by keyword and including issue and merge request counts.
Action
List MilestonesReturns the milestones of a GitLab project, optionally filtered by state, title, search text or dates.
Action
List PipelinesReturns the pipelines in a GitLab project, optionally filtered by branch, status, commit, date range or user.
Action
List Project JobsReturns the CI/CD jobs in a project, newest first, optionally filtered to one job status such as success or failed.
Action
List Project MembersReturns the direct members of a GitLab project, optionally filtered by name, email or username.
Action
List ReleasesReturns the releases of a GitLab project, newest first by release date.
Action
List TagsReturns the Git tags in a GitLab project's repository, optionally filtered by name and sorted.
Action
Retry JobRetries a single CI/CD job in a GitLab project and returns the new job that was queued.
Action
Retry PipelineRetries the failed or canceled jobs in a GitLab pipeline and returns the updated pipeline.
Action
Update FileUpdates the content of an existing file in a GitLab repository by committing the change to a branch.
Action
Update IssueUpdates an existing issue in a GitLab project, including closing or reopening it, changing its title, description, labels, assignees, milestone or dates.
Action
Update Merge RequestUpdates an existing merge request in a GitLab project — title, description, assignees, reviewers, labels, milestone, target branch or state.
Action
Update MilestoneUpdates a project milestone's title, description, dates, or open/closed state.
Action
Update ProjectUpdates an existing GitLab project's name, description, visibility, default branch, topics, merge settings and feature visibility. Returns the updated project.
Action
Update ReleaseUpdates an existing release's name, description, milestones or release date in a GitLab project.
Action
Update Wiki PageUpdates the title, content or format of an existing wiki page in a GitLab project.
No trigger or action matches that. Ask your agent to add it: it reads the API documentation and builds what you describe.
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Questions
DoiT and GitLab, answered
What can start an automation from DoiT?
Any of DoiT's 7 triggers in the catalog, including New Alert Notification, New Cloud Incident, New Cost Anomaly and New Invoice. Describe the moment in plain language and your agent picks the right one.
What can your agent do in GitLab when something happens in DoiT?
Any of GitLab's 62 actions, including Create Branch, Create Commit, Create File and Create Issue. Your agent maps the data both ways and tests every scenario before it ships.
Can it also run from GitLab to DoiT?
Yes. When something happens in GitLab, your agent can act in DoiT too. This page covers both directions: GitLab's triggers and DoiT's actions are listed here as well.
Do I have to build a connector for DoiT or GitLab?
No. Both are in the catalog with their triggers and actions. You describe the automation; your agent builds it, tests every scenario and keeps it running.
Can my AI client use DoiT and GitLab without building an automation?
Yes. With your AI client connected to APIANT, ask it to do something in either app once and it runs that action on the spot. Ask for an automation and your agent builds it, tests every scenario and keeps it running. One connection covers both.
What happens when something fails?
Your agent works that out for you. It plans the failure paths along with the happy path, then tests every scenario before it ships.
Is there a free plan?
Yes. Every plan includes the agent, including free, and building from your own AI client spends no assistant credits.