Integration
Connect GitLab and LaunchDarkly
When New Code Snippet Comment fires in GitLab, your agent runs Create a project in LaunchDarkly, or Access Token Event in LaunchDarkly 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 LaunchDarkly to do together?
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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 LaunchDarkly can do together
From GitLab to LaunchDarkly
When New Code Snippet Comment in GitLab
then Create a project in LaunchDarkly
From LaunchDarkly to 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 LaunchDarkly
Triggers and actions 32 triggers · 101 actions
- Deployment Event (instant)
Fires on a deployment status change (deployment_events).
- New Code Snippet Comment
Triggers when a new comment is made on a code snippet in the selected project
- New Commit
Triggers when a new commit is pushed to a GitLab project's repository.
- New Commit Comment
Triggers when a new comment is made on a commit in the selected project
- New Group Issue Event
Triggers on group issue events, e.g. when an issue is opened, updated, or closed.
- New Group Merge Request Event
Triggers on an open, merge, close, or update merge request event.
- New Issue
Triggers when a new issue is created in a GitLab project.
- New Issue Comment
Triggers when a new comment is made on an issue in the selected project
- New Job Event
Triggers for a specified job event in a project.
- New Merge Request
Triggers when a new merge request is opened in a GitLab project.
- New Merge Request Comment
Triggers when a new comment is made on a merge request in the selected project
- New Pipeline
Triggers when a new CI/CD pipeline is created in a GitLab project.
- New Project
Triggers when a new GitLab project is created that the connected user can see.
- New Project Issue Event
Triggers on project issue events, e.g. when an issue is opened, updated, or closed.
- New Project Merge Request Event
Triggers on an open, merge, close, or update merge request event.
- New Release
Triggers when a new release is created in a GitLab project.
- New Release (instant)
Fires when a release is created or updated (releases_events).
- New Tag
Triggers when a new tag is added to a GitLab project's repository.
- New Tag (instant)
Fires when a tag is pushed (tag_push_events).
- Pipeline Event (instant)
Fires on a pipeline status change (pipeline_events).
- Wiki Page Event (instant)
Fires when a wiki page is created or updated (wiki_page_events).
- Accept Merge Request
Merges an open merge request into its target branch, optionally squashing commits, deleting the source branch, or setting it to merge automatically once checks pass.
- Add Comment to Commit
Adds a comment to a commit in a GitLab project, optionally on a specific line of a file.
- Add Note to Issue
Adds a comment to an issue in a GitLab project.
- Add Note to Merge Request
Adds a comment to a merge request in a GitLab project.
- Add Note to Snippet
Adds a comment to a project snippet in GitLab and returns the created comment.
- Approve Merge Request
Approves a merge request as the connected GitLab user and returns the merge request's updated approval state.
- Cancel Pipeline
Cancels all running and pending jobs in a GitLab pipeline and returns the pipeline with its updated status.
- Create Branch
Creates a new branch in a GitLab project's repository from an existing branch or commit.
- Create Commit
Creates a commit on a branch of a GitLab project, applying a batch of file changes (create, update, delete, move, chmod).
- Create File
Creates a new file in a GitLab project's repository by committing it to a branch.
- Create Issue
Creates a new issue in a GitLab project, with optional description, labels, assignees, milestone and due date.
- Create Label
Creates a label in a GitLab project with the name and color you choose.
- Create Merge Request
Creates a new merge request in a GitLab project from a source branch to a target branch.
- Create Milestone
Creates a milestone in a GitLab project, with an optional description, start date and due date.
- Create Pipeline
Starts a new CI/CD pipeline on a branch or tag of a GitLab project, optionally with pipeline variables and inputs.
- Create Project
Creates a new GitLab project in your personal namespace or in a group you choose.
- Create Release
Creates a release in a GitLab project from an existing tag, or from a branch or commit that is tagged as part of the release.
- Create Snippet
Creates a personal snippet with a title and one file of content in your GitLab account.
- Create Tag
Creates 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.
- Create Wiki Page
Creates a new wiki page in a GitLab project with the given title and content.
- Delete Branch
Deletes a branch from a GitLab project's repository. The default branch and protected branches cannot be deleted.
- Delete File
Deletes a file from a GitLab project's repository by committing its removal to a branch.
- Delete Issue
Deletes an issue from a GitLab project. Only administrators and project owners can delete issues.
- Delete Tag
Deletes a tag from a GitLab project's repository.
- Find Group Merge Requests
Returns merge requests across a GitLab group and its subgroups, filtered by state, author, assignee, reviewer, labels, milestone, branch, dates or search text.
- Find Project Merge Requests
Finds merge requests in a GitLab project, filtered by text search, state, author, assignee, reviewer, labels, branches, dates and more.
- Find Projects
Finds GitLab projects whose name, path or description matches your search text, optionally narrowed by membership, ownership, visibility, topic and activity dates.
- Find User
Finds GitLab users by username, public email, or a name/username/email search, with optional filters on account state and type.
- Get Branch
Returns a repository branch in a GitLab project, including its protection status, merge status and latest commit.
- Get Commit
Returns 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.
- Get File
Returns a file from a GitLab repository, including its name, size, commit details and Base64-encoded content.
- Get Group
Returns the details of a GitLab group, such as its name, path, visibility and parent group.
- Get Issue
Returns a single issue in a GitLab project, including its title, description, state, labels, assignees and milestone.
- Get Job
Returns a single CI/CD job in a GitLab project, including its status, stage, pipeline, commit and runner details.
- Get Merge Request
Returns a single merge request in a GitLab project, including its state, branches, author, reviewers and pipeline.
- Get Merge Request Approvals
Returns the approval state of a merge request: whether it is approved, who approved it, and how many approvals are still required.
- Get Pipeline
Returns a single CI/CD pipeline in a project, including its status, ref, commit, timing and who triggered it.
- Get Project
Returns a single GitLab project by its ID or full path, including its settings, visibility and links.
- Get Release
Returns a project's release for the given Git tag, including its description, commit, milestones and assets.
- Get Snippet
Returns a personal snippet by its ID, including its title, file name, visibility, author and links.
- Get Snippet Note
Returns a single comment (note) posted on a project snippet.
- Get Wiki Page
Returns a wiki page from a GitLab project, including its title, content and format.
- List Branches
Returns the branches in a GitLab project's repository, sorted by name, optionally filtered by a search term or regular expression.
- List Commit Comments
Returns the comments left on a commit in a GitLab project.
- List Commits
Returns the commits in a GitLab project's repository, optionally filtered by branch, author, file path or date range.
- List Groups
Returns the GitLab groups visible to the connected user, optionally filtered by name, visibility, ownership or access level.
- List Labels
Returns the labels defined for a GitLab project, optionally filtered by keyword and including issue and merge request counts.
- List Milestones
Returns the milestones of a GitLab project, optionally filtered by state, title, search text or dates.
- List Pipelines
Returns the pipelines in a GitLab project, optionally filtered by branch, status, commit, date range or user.
- List Project Jobs
Returns the CI/CD jobs in a project, newest first, optionally filtered to one job status such as success or failed.
- List Project Members
Returns the direct members of a GitLab project, optionally filtered by name, email or username.
- List Releases
Returns the releases of a GitLab project, newest first by release date.
- List Tags
Returns the Git tags in a GitLab project's repository, optionally filtered by name and sorted.
- Retry Job
Retries a single CI/CD job in a GitLab project and returns the new job that was queued.
- Retry Pipeline
Retries the failed or canceled jobs in a GitLab pipeline and returns the updated pipeline.
- Update File
Updates the content of an existing file in a GitLab repository by committing the change to a branch.
- Update Issue
Updates an existing issue in a GitLab project, including closing or reopening it, changing its title, description, labels, assignees, milestone or dates.
- Update Merge Request
Updates an existing merge request in a GitLab project — title, description, assignees, reviewers, labels, milestone, target branch or state.
- Update Milestone
Updates a project milestone's title, description, dates, or open/closed state.
- Update Project
Updates an existing GitLab project's name, description, visibility, default branch, topics, merge settings and feature visibility. Returns the updated project.
- Update Release
Updates an existing release's name, description, milestones or release date in a GitLab project.
- Update Wiki Page
Updates the title, content or format of an existing wiki page in a GitLab project.
- Access Token Event
Triggers when access token activity happens on your LaunchDarkly account.
- Code Reference Repository Event
Triggers when code reference repository activity happens on your LaunchDarkly account.
- Flag Event
Triggers when flag activity happens on your LaunchDarkly account.
- Integration Event
Triggers when integration activity happens on your LaunchDarkly account.
- Member Event
Triggers when member activity happens on your LaunchDarkly account.
- Relay Proxy Configuration Event
Triggers when relay proxy configuration activity happens on your LaunchDarkly account.
- Role Event
Triggers when role activity happens on your LaunchDarkly account.
- Segment Event
Triggers when segment activity happens on your LaunchDarkly account.
- Service Token Event
Triggers when service token activity happens on your LaunchDarkly account.
- Team Event
Triggers when team activity happens on your LaunchDarkly account.
- User Event
Triggers when user activity happens on your LaunchDarkly account.
- Add or Remove User Targets From a Feature Flag
Adds people to, or removes them from, the individual targeting list for one variation of a feature flag in a chosen environment.
- Create a feature flag
Creates a new feature flag in a LaunchDarkly project, either a plain on/off flag or one with your own list of variations.
- Create a metric
Creates a metric in a LaunchDarkly project so you can measure the effect of a flag or experiment - a custom event, a click, a page view, or a trace.
- Create an access token
Creates a LaunchDarkly API access token with the access level you choose. The full token value is returned only on this call, so save it right away.
- Create an environment
Adds a new environment to a LaunchDarkly project, so flags can be configured separately for it. Returns the environment's SDK keys.
- Create a project
Creates a new LaunchDarkly project, optionally with its own environments and flag-naming rules.
- Create a segment
Creates a segment in one environment of a LaunchDarkly project, so you can target a named group of people with your flags.
- Delete environment
Deletes an environment from a LaunchDarkly project, along with all the flag settings it held.
- Delete feature flag
Permanently deletes a feature flag from a LaunchDarkly project, in every environment.
- Delete metric
Deletes a metric from a LaunchDarkly project.
- Delete project
Deletes a LaunchDarkly project and everything inside it - all of its environments, flags and segments.
- Delete segment
Deletes a segment from one environment of a LaunchDarkly project.
- Evaluate a Feature Flag
Works out which variation of each feature flag a particular person (or other context) would be served in one environment, and why.
- Get access token
Returns one LaunchDarkly access token by its id, including its name, role, and when it was last used.
- Get custom role
Returns one LaunchDarkly custom role by its key, including its name, description, and policy statements.
- Get environment
Returns one environment in a LaunchDarkly project, including its keys, colour, and default flag settings.
- Get feature flag
Returns one feature flag in a LaunchDarkly project, including its variations, tags, and per-environment settings.
- Get metric
Returns one metric in a LaunchDarkly project, including how it is measured and which events it counts.
- Get project
Returns one LaunchDarkly project by its key, including its name, tags, and default settings.
- Get segment
Returns one segment in a LaunchDarkly project environment, including its included and excluded contexts and its rules.
- Get team
Returns one LaunchDarkly team by its key, including its name, description, and how many members and roles it has.
- List access tokens
Returns the access tokens in your LaunchDarkly account.
- List custom roles
Returns the custom roles in your LaunchDarkly account.
- List environments
Returns the environments in one LaunchDarkly project.
- List feature flags
Returns the feature flags in one LaunchDarkly project.
- List metrics
Returns the metrics in one LaunchDarkly project.
- List projects
Returns the projects in your LaunchDarkly account.
- List segments
Returns the segments in one LaunchDarkly project environment.
- List teams
Returns the teams in your LaunchDarkly account.
- List users
Returns the end users LaunchDarkly has seen in one project environment. Built on the contexts API, which replaced the retired users API.
- Search contexts
Searches the contexts LaunchDarkly has seen in one project environment using a filter expression.
- Toggle a Feature Flag
Turns a LaunchDarkly feature flag on or off in one environment.
- Update a Feature Flag With JSON
Updates a LaunchDarkly feature flag by sending your own semantic patch instructions as JSON, for changes the ready-made actions do not cover.
- Update custom role
Updates a LaunchDarkly custom role — its name, description, base permissions, or policy statements. Fields you leave blank are not changed.
- Update environment
Updates an environment in a LaunchDarkly project — its name, colour, cache time, or confirmation settings. Fields you leave blank are not changed.
- Update metric
Updates a metric in a LaunchDarkly project — its name, description, tags, or unit. Fields you leave blank are not changed.
- Update project
Updates a LaunchDarkly project — its name, tags, or default flag settings. Fields you leave blank are not changed.
- Update segment
Updates a segment in a LaunchDarkly project environment — its name, description, tags, or the contexts it includes and excludes. Fields you leave blank are not changed.
- Update team
Updates a LaunchDarkly team — its name, description, members, or custom roles. Fields you leave blank are not changed.
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 LaunchDarkly, 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 LaunchDarkly when something happens in GitLab?
Any of LaunchDarkly's 39 actions, including Create a feature flag, Create a metric, Create an access token and Create an environment. Your agent maps the data both ways and tests every scenario before it ships.
Can it also run from LaunchDarkly to GitLab?
Yes. When something happens in LaunchDarkly, your agent can act in GitLab too. This page covers both directions: LaunchDarkly's triggers and GitLab's actions are listed here as well.
Do I have to build a connector for GitLab or LaunchDarkly?
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 LaunchDarkly 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.