Integration
Connect GitLab and Loop Returns
When New Code Snippet Comment fires in GitLab, your agent runs Create Allowlist Item in Loop Returns, or New Return Created in Loop Returns 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 Loop Returns 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 Loop Returns can do together
From GitLab to Loop Returns
When New Code Snippet Comment in GitLab
then Create Allowlist Item in Loop Returns
When New Commit in GitLab
then Create Blocklist Item in Loop Returns
From Loop Returns to GitLab
When New Return Created in Loop Returns
then Add Note to Issue in GitLab
When Return Status Updated in Loop Returns
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 Loop Returns
Triggers and actions 23 triggers · 144 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
New Return CreatedTriggers when a new return is created in Loop.
Trigger
Return Status UpdatedTriggers when a Loop return changes state (for example open to closed or cancelled).
Action
Add Product to CollectionAttach a product to a collection.
Action
Add Product to Collection by External IDAttach a product to a collection by commerce `external_id`.
Action
Advanced Shipping NoticeThis endpoint will pull all packages by tracking statuses/timeframe. The ASN endpoint will return an array of
Action
Cancel Draft ReturnCancel a draft return.
Action
Cancel ReturnCancel a return in Loop. Canceling a return will allow a customer to make another return with the same
Action
Close ReturnClose a return. Closing a return will not fulfill any outcomes such as exchanges or gift cards, and the
Action
Create Allowlist ItemCreate an allowlist entry.
Action
Create Blocklist ItemCreate a blocklist entry.
Action
Create Bulk OperationUploads a JSONL file of order, product or other jobs and starts a Loop bulk operation that runs them.
Action
Create DestinationCreate a destination.
Action
Create Fraud ReportAttach a fraud report to a return.
Action
Create Return NotePost a new note to a return.
Action
Delete Allowlist ItemDelete an allowlist entry.
Action
Delete Blocklist ItemDelete a blocklist entry.
Action
Delete CollectionDelete a collection.
Action
Delete Collection by External IDDelete a collection by its commerce `external_id`.
Action
Delete CustomerDelete a customer.
Action
Delete Customer by External IDDelete a customer by its commerce `external_id`.
Action
Delete DestinationDelete a destination.
Action
Delete InventoryDelete an inventory.
Action
Delete Inventory by External IDsDelete an inventory record identified by the product variant's `external_id` and the location's `external_id`. If more than one product variant in the shop shares the same `external_id`, this request returns `409 Conflict`.
Action
Delete LocationDelete a location.
Action
Delete Location by External IDDelete a location by its commerce `external_id`.
Action
Delete OrderDelete a specific order.
Action
Delete Order by External IDDelete a specific order by its commerce `external_id`.
Action
Delete Product by External IDDelete a product by its commerce `external_id`.
Action
Delete Product from CollectionDelete a product from a collection.
Action
Delete Product from Collection by External IDDelete a product from a collection by commerce `external_id`.
Action
Delete Product VariantDelete a product variant.
Action
Delete Product Variant by External IDDelete a product variant by the parent product's commerce `external_id` and the variant's commerce `external_id`.
Action
Detailed Returns ListPull a detailed list of returns created within a given timeframe.
Action
Finalize ItemsFinalizes the returning items and cart items of the draft return.
Action
Flag ReturnFlag a return in Loop for review. This will prevent automated processing and will require a human to go
Action
Get All DestinationsRetrieve all destinations.
Action
Get Allowlist ItemRetrieve an allowlist entry.
Action
Get Blocklist ItemRetrieve a blocklist entry.
Action
Get Bulk OperationGet the details about a specific bulk operation.
Action
Get CollectionGet details about a single collection.
Action
Get Collection by External IDGet details about a single collection by its commerce `external_id`.
Action
Get CustomerGet details about a single customer.
Action
Get Customer by External IDGet details about a single customer by its commerce `external_id`.
Action
Get Destination DetailsGet details for a single destination.
Action
Get Draft ReturnRetrieves the details of a draft return, including its current state, returning items, cart items, and
Action
Get InventoryGet inventory details for a product variant by location.
Action
Get Inventory by External IDsGet inventory details for a product variant at a location, identified by the variant's `external_id` and the location's `external_id`. If more than one product variant in the shop shares the same `external_id`, this request returns `409 Conflict`.
Action
Get LocationGet the details about a single location.
Action
Get Location by External IDGet the details about a single location by its commerce `external_id`.
Action
Get OrderGet details about a specific order.
Action
Get Order by External IDGet details about a specific order by its commerce `external_id`.
Action
Get Product by External IDGet the details about a single product by its commerce `external_id`.
Action
Get Product VariantGet the details about a single product variant.
Action
Get Product Variant by External IDGet the details about a single product variant by the parent product's commerce `external_id` and the variant's commerce `external_id`.
Action
Get Return DetailsGet the details of a specific return based on a return's ID,
Action
Get Return NotesGet notes on a specific return using the return's ID.
Action
Get Shipment InformationGet high level information from a Happy Returns shipment.
Action
Get Shipment ItemsGet all items for a Happy Returns shipment.
Action
Get ShipmentsGet information about all Happy Returns shipments created within a given timeframe.
Action
List Allowlist ItemsRetrieve a list of paginated allowlist entries.
Action
List Blocklist ItemsRetrieve a list of paginated blocklist entries.
Action
List Bulk Operation JobsRetrieve a list of bulk operation jobs.
Action
List Bulk OperationsRetrieve a list of bulk operations. The list can be sorted and paginated using the parameters below.
Action
List CollectionsRetrieve a list of collections. The list can be filtered, sorted, and paginated using the parameters below.
Action
List CustomersRetrieve a list of customers. The list can be filtered, sorted, and paginated using the parameters below.
Action
List InventoriesRetrieve a list of inventories. The list can be filtered, sorted, and paginated using the parameters below.
Action
List LocationsRetrieve a list of locations. The list can be filtered, sorted, and paginated using the parameters below.
Action
List OrdersList all orders.
Action
List ProductsRetrieve a list of products. The list can be filtered, sorted, and paginated using the body parameters below.
Action
List Product VariantsRetrieve a list of product variants. The list can be filtered, sorted, and paginated using the body parameters below.
Action
Look Up Order Return Eligibility by Order NameReport per-line-item return eligibility for an order, by its order name, without starting a return.
Action
Process ReturnProcess a return in Loop based on the return ID. Processing a return will archive it in Loop and
Action
Remove Cart ItemRemoves a specific item from the draft return's cart.
Action
Remove Line ItemsRemove one or more line items from an open return.
Action
Remove Returning ItemRemoves a specific item from the draft return's ReturningItems.
Action
Set AddressSets the return shipping address for the draft return.
Action
Set Credit TypeSets the credit type for the draft return.
Action
Set CustomerSets the customer information for the draft return.
Action
Set Processing TypeSets the processing type (`regular` or `instant`) of the draft return.
Action
Set Returning Item Return TypeSets the return type for a specific returning item.
Action
Submit Draft ReturnSubmits the draft return.
Action
Unfinalize ItemsReopens the returning items and cart items of the draft return for modification.
Action
Update DestinationUpdate a destination.
Action
Upsert InventoryUpsert inventory details for a product variant by location. If the inventory exists, it will be updated; if it doesn't exist, it will be created.
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 Loop Returns, 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 Loop Returns when something happens in GitLab?
Any of Loop Returns's 82 actions, including Create Allowlist Item, Create Blocklist Item, Create Bulk Operation and Create Destination. Your agent maps the data both ways and tests every scenario before it ships.
Can it also run from Loop Returns to GitLab?
Yes. When something happens in Loop Returns, your agent can act in GitLab too. This page covers both directions: Loop Returns's triggers and GitLab's actions are listed here as well.
Do I have to build a connector for GitLab or Loop Returns?
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 Loop Returns 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.