Integration
Connect GitLab and Lokalise
When New Code Snippet Comment fires in GitLab, your agent runs Create Comment in Lokalise, or Contributor Added in Lokalise to Add Note to Issue in GitLab. 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 GitLab and Lokalise 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 GitLab and Lokalise can do together
From GitLab to Lokalise
When New Code Snippet Comment in GitLab
then Create Comment in Lokalise
When New Commit in GitLab
then Create a Task in Lokalise
From Lokalise to GitLab
When Contributor Added in Lokalise
then Add Note to Issue in GitLab
When Key Added in Lokalise
then Create Issue in GitLab
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 GitLab and Lokalise
Triggers and actions 37 triggers · 88 actions
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.
Trigger
Contributor AddedTriggers when a new contributor is added to a Lokalise project.
Trigger
Contributor RemovedTriggers when a contributor is removed from the selected Lokalise project.
Trigger
Key AddedTriggers when a new translation key is added to a Lokalise project, whether individually or in bulk (import, API or bulk action). Fires once per added key.
Trigger
Key Comment AddedTriggers when someone adds a comment to a translation key in a Lokalise project.
Trigger
Key ModifiedTriggers when a translation key is modified in a Lokalise project, either individually or in bulk (renames, tag changes, file assignments, hiding).
Trigger
Key RemovedTriggers when one or more translation keys are removed from a Lokalise project, whether deleted individually, in bulk, through the API, or moved to another project. Fires once per removed key.
Trigger
Language AddedTriggers when one or more languages are added to a Lokalise project, firing once for each language added.
Trigger
Language RemovedTriggers when a language is removed from a Lokalise project.
Trigger
Poll TasksTriggers when a new task is created in a Lokalise project.
Trigger
Project ExportedTriggers when translation files are downloaded (exported) from a Lokalise project.
Trigger
Project ImportedTriggers when a translation file is uploaded to a Lokalise project. Fires once per uploaded file.
Trigger
Project SnapshotTriggers when a snapshot is taken of the selected Lokalise project.
Trigger
Task CreatedTriggers when a new translation or review task is created in a Lokalise project.
Trigger
Task DeletedTriggers when a task is deleted in a Lokalise project.
Trigger
Translation ReviewedTriggers when a translation is marked or unmarked as reviewed in a Lokalise project, individually or in bulk.
Trigger
Translation UpdatedTriggers when a translation is changed in the selected Lokalise project, either one at a time or several at once through a bulk action, file upload or the API.
Action
Add ContributorAdds a contributor to a Lokalise project, inviting them by email with the chosen languages and permissions.
Action
Add LanguagesAdds one or more languages to a Lokalise project, optionally overriding each language's code, name and plural forms.
Action
Create a KeyCreates a new translation key in a Lokalise project, optionally with its translations, tags, comments and screenshots, and returns the new key.
Action
Create a TaskCreates a translation, review or automatic-translation task in a Lokalise project for the chosen keys and languages.
Action
Create CommentAdds a comment to a translation key in a Lokalise project.
Action
Create ProjectCreates a new Lokalise project in your team, optionally with its languages, base language and project type. Returns the created project.
Action
Create SnapshotCreates a snapshot of a Lokalise project, saving its current state so it can be restored later.
Action
Delete a KeyDeletes a key, with its translations, from a Lokalise project.
Action
Delete a LanguageRemoves a language from a Lokalise project.
Action
Delete a TaskDeletes a task from a Lokalise project.
Action
Download FilesExports a Lokalise project's translation files as a .zip bundle and returns the download URL of the bundle.
Action
List All OrdersReturns all translation orders placed under a Lokalise team.
Action
List All TasksReturns the tasks in a Lokalise project, optionally filtered by title or status.
Action
List All TranslationsReturns the translation items of a Lokalise project (one row per key and language), optionally filtered by language, review status, QA issues or task.
Action
List Project LanguagesReturns the languages set up in a Lokalise project, with each language's code, name, direction and plural forms.
Action
List SnapshotsReturns the snapshots saved for a Lokalise project, with each snapshot's title and creation details.
Action
Remove ContributorRemoves a contributor from a Lokalise project.
Action
Retrieve a CommentReturns a single comment left on a key in a Lokalise project, including its text, author and when it was added.
Action
Retrieve a ContributorReturns a contributor of a Lokalise project, including their email, name, role flags, languages and permissions.
Action
Retrieve a KeyReturns one translation key from a Lokalise project, including its names, description, platforms, tags, comments, screenshots and translations.
Action
Retrieve a TaskReturns a Lokalise task, including its status, progress, due date and the languages and assignees it covers.
Action
Retrieve ProjectReturns a Lokalise project's details, including its name, type, base language, settings and translation statistics.
Action
Update a KeyUpdates an existing key in a Lokalise project, such as its name, description, platforms, tags or flags, and returns the updated key.
Action
Update a TranslationUpdates the text and review flags of a translation in a Lokalise project.
Action
Update LanguageUpdates a language in a Lokalise project, changing its code, name or plural forms.
Action
Upload FileUploads a localization file to a Lokalise project and queues it for import. Returns the queued import process so you can follow its status.
No trigger or action matches that. Ask your agent to add it: it reads the API documentation and builds what you describe.
Each app on its own
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Questions
GitLab and Lokalise, answered
What can start an automation from GitLab?
Any of GitLab's 21 triggers in the catalog, including New Code Snippet Comment, New Commit, New Commit Comment and New Group Issue Event. Describe the moment in plain language and your agent picks the right one.
What can your agent do in Lokalise when something happens in GitLab?
Any of Lokalise's 26 actions, including Create a Key, Create a Task, Create Comment and Create Project. Your agent maps the data both ways and tests every scenario before it ships.
Can it also run from Lokalise to GitLab?
Yes. When something happens in Lokalise, your agent can act in GitLab too. This page covers both directions: Lokalise's triggers and GitLab's actions are listed here as well.
Do I have to build a connector for GitLab or Lokalise?
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 GitLab and Lokalise 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.