--- title: "Connect GitLab and Toggl Track - APIANT.ai" description: "When \"New Code Snippet Comment\" fires in GitLab, your agent runs \"Create Task\" in Toggl Track." canonical: "https://apiant.ai/connect/gitlab-to-toggl-track" --- # Connect GitLab and Toggl Track When **New Code Snippet Comment** fires in [GitLab](https://apiant.ai/connections/gitlab), your agent runs **Create Task** in [Toggl Track](https://apiant.ai/connections/toggl-track), or **New Activity (Any Type)** in Toggl Track to **Add Note to Issue** in GitLab. Describe the whole flow and it is built, tested on every scenario and kept running. GitLab **21** triggers GitLab **62** actions Toggl Track **8** triggers Toggl Track **35** actions What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it. ## What do you want GitLab and Toggl Track to do together? Give your AI client this address. `https://mcp.apiant.ai` One 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.ai` Start Claude Code there, approve the server, and sign in in the browser page it opens. [Claude Code guide (opens in a new tab)](https://apiant.ai/docs/mcp/claude-code) ### 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)](https://apiant.ai/docs/mcp) ### 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)](https://apiant.ai/docs/mcp) ### Zed Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### 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)](https://apiant.ai/docs/mcp) ### 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)](https://apiant.ai/docs/mcp) Example flows ## What GitLab and Toggl Track can do together ### From GitLab to Toggl Track - When **New Code Snippet Comment** in GitLab then **Create Task** in Toggl Track - When **New Commit** in GitLab then **Add Project Member** in Toggl Track ### From Toggl Track to GitLab - When **New Activity (Any Type)** in Toggl Track then **Add Note to Issue** in GitLab - When **New Client** in Toggl Track 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 Toggl Track ## Triggers and actions 29 triggers · 97 actions - Trigger **Deployment Event (instant)** Fires on a deployment status change (deployment_events). - Trigger **New Code Snippet Comment** Triggers when a new comment is made on a code snippet in the selected project - Trigger **New Commit** Triggers when a new commit is pushed to a GitLab project's repository. - Trigger **New Commit Comment** Triggers when a new comment is made on a commit in the selected project - Trigger **New Group Issue Event** Triggers on group issue events, e.g. when an issue is opened, updated, or closed. - Trigger **New Group Merge Request Event** Triggers on an open, merge, close, or update merge request event. - Trigger **New Issue** Triggers when a new issue is created in a GitLab project. - Trigger **New Issue Comment** Triggers when a new comment is made on an issue in the selected project - Trigger **New Job Event** Triggers for a specified job event in a project. - Trigger **New Merge Request** Triggers when a new merge request is opened in a GitLab project. - Trigger **New Merge Request Comment** Triggers when a new comment is made on a merge request in the selected project - Trigger **New Pipeline** Triggers when a new CI/CD pipeline is created in a GitLab project. - Trigger **New Project** Triggers when a new GitLab project is created that the connected user can see. - Trigger **New Project Issue Event** Triggers on project issue events, e.g. when an issue is opened, updated, or closed. - Trigger **New Project Merge Request Event** Triggers on an open, merge, close, or update merge request event. - Trigger **New Release** Triggers 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 Tag** Triggers 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 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. - Action **Add Comment to Commit** Adds a comment to a commit in a GitLab project, optionally on a specific line of a file. - Action **Add Note to Issue** Adds a comment to an issue in a GitLab project. - Action **Add Note to Merge Request** Adds a comment to a merge request in a GitLab project. - Action **Add Note to Snippet** Adds a comment to a project snippet in GitLab and returns the created comment. - Action **Approve Merge Request** Approves a merge request as the connected GitLab user and returns the merge request's updated approval state. - Action **Cancel Pipeline** Cancels all running and pending jobs in a GitLab pipeline and returns the pipeline with its updated status. - Action **Create Branch** Creates a new branch in a GitLab project's repository from an existing branch or commit. - Action **Create Commit** Creates a commit on a branch of a GitLab project, applying a batch of file changes (create, update, delete, move, chmod). - Action **Create File** Creates a new file in a GitLab project's repository by committing it to a branch. - Action **Create Issue** Creates a new issue in a GitLab project, with optional description, labels, assignees, milestone and due date. - Action **Create Label** Creates a label in a GitLab project with the name and color you choose. - Action **Create Merge Request** Creates a new merge request in a GitLab project from a source branch to a target branch. - Action **Create Milestone** Creates a milestone in a GitLab project, with an optional description, start date and due date. - Action **Create Pipeline** Starts a new CI/CD pipeline on a branch or tag of a GitLab project, optionally with pipeline variables and inputs. - Action **Create Project** Creates a new GitLab project in your personal namespace or in a group you choose. - Action **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. - Action **Create Snippet** Creates a personal snippet with a title and one file of content in your GitLab account. - Action **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. - Action **Create Wiki Page** Creates a new wiki page in a GitLab project with the given title and content. - Action **Delete Branch** Deletes a branch from a GitLab project's repository. The default branch and protected branches cannot be deleted. - Action **Delete File** Deletes a file from a GitLab project's repository by committing its removal to a branch. - Action **Delete Issue** Deletes an issue from a GitLab project. Only administrators and project owners can delete issues. - Action **Delete Tag** Deletes a tag from a GitLab project's repository. - Action **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. - Action **Find Project Merge Requests** Finds merge requests in a GitLab project, filtered by text search, state, author, assignee, reviewer, labels, branches, dates and more. - Action **Find Projects** Finds GitLab projects whose name, path or description matches your search text, optionally narrowed by membership, ownership, visibility, topic and activity dates. - Action **Find User** Finds GitLab users by username, public email, or a name/username/email search, with optional filters on account state and type. - Action **Get Branch** Returns a repository branch in a GitLab project, including its protection status, merge status and latest commit. - Action **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. - Action **Get File** Returns a file from a GitLab repository, including its name, size, commit details and Base64-encoded content. - Action **Get Group** Returns the details of a GitLab group, such as its name, path, visibility and parent group. - Action **Get Issue** Returns a single issue in a GitLab project, including its title, description, state, labels, assignees and milestone. - Action **Get Job** Returns a single CI/CD job in a GitLab project, including its status, stage, pipeline, commit and runner details. - Action **Get Merge Request** Returns a single merge request in a GitLab project, including its state, branches, author, reviewers and pipeline. - Action **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. - Action **Get Pipeline** Returns a single CI/CD pipeline in a project, including its status, ref, commit, timing and who triggered it. - Action **Get Project** Returns a single GitLab project by its ID or full path, including its settings, visibility and links. - Action **Get Release** Returns a project's release for the given Git tag, including its description, commit, milestones and assets. - Action **Get Snippet** Returns a personal snippet by its ID, including its title, file name, visibility, author and links. - Action **Get Snippet Note** Returns a single comment (note) posted on a project snippet. - Action **Get Wiki Page** Returns a wiki page from a GitLab project, including its title, content and format. - Action **List Branches** Returns the branches in a GitLab project's repository, sorted by name, optionally filtered by a search term or regular expression. - Action **List Commit Comments** Returns the comments left on a commit in a GitLab project. - Action **List Commits** Returns the commits in a GitLab project's repository, optionally filtered by branch, author, file path or date range. - Action **List Groups** Returns the GitLab groups visible to the connected user, optionally filtered by name, visibility, ownership or access level. - Action **List Labels** Returns the labels defined for a GitLab project, optionally filtered by keyword and including issue and merge request counts. - Action **List Milestones** Returns the milestones of a GitLab project, optionally filtered by state, title, search text or dates. - Action **List Pipelines** Returns the pipelines in a GitLab project, optionally filtered by branch, status, commit, date range or user. - Action **List Project Jobs** Returns the CI/CD jobs in a project, newest first, optionally filtered to one job status such as success or failed. - Action **List Project Members** Returns the direct members of a GitLab project, optionally filtered by name, email or username. - Action **List Releases** Returns the releases of a GitLab project, newest first by release date. - Action **List Tags** Returns the Git tags in a GitLab project's repository, optionally filtered by name and sorted. - Action **Retry Job** Retries a single CI/CD job in a GitLab project and returns the new job that was queued. - Action **Retry Pipeline** Retries the failed or canceled jobs in a GitLab pipeline and returns the updated pipeline. - Action **Update File** Updates the content of an existing file in a GitLab repository by committing the change to a branch. - Action **Update Issue** Updates an existing issue in a GitLab project, including closing or reopening it, changing its title, description, labels, assignees, milestone or dates. - Action **Update Merge Request** Updates an existing merge request in a GitLab project — title, description, assignees, reviewers, labels, milestone, target branch or state. - Action **Update Milestone** Updates a project milestone's title, description, dates, or open/closed state. - Action **Update Project** Updates an existing GitLab project's name, description, visibility, default branch, topics, merge settings and feature visibility. Returns the updated project. - Action **Update Release** Updates an existing release's name, description, milestones or release date in a GitLab project. - Action **Update Wiki Page** Updates the title, content or format of an existing wiki page in a GitLab project. - Trigger **New Activity (Any Type)** Triggers when any record in the chosen Toggl Track workspace is created, updated or deleted (time entries, projects, clients, tags, tasks and more). - Trigger **New Client** Triggers when a new client is added to the selected Toggl Track workspace. - Trigger **New Project** Triggers when a new project is created in the selected Toggl Track workspace. - Trigger **New Tag** Triggers when a new tag is created in a Toggl Track workspace. - Trigger **New Task** Triggers when a new task is created in a Toggl Track workspace. - Trigger **New Time Entry** Triggers when a new time entry is added for the connected Toggl Track user. - Trigger **New Time Entry Started** Triggers when a new time entry is started (or otherwise added) for the connected Toggl Track user. - Trigger **New Workspace** Triggers when the connected Toggl Track user gains access to a new workspace. - Action **Add Project Member** Adds a user to a project in a Toggl Track workspace, optionally as project manager with a custom hourly rate or labor cost. - Action **Create Client** Creates a new client in a Toggl Track workspace. - Action **Create Group** Creates a user group in a Toggl Track organization, optionally assigning users and workspaces to it. - Action **Create Project** Creates a new project in a Toggl Track workspace. - Action **Create Tag** Creates a new tag in a Toggl Track workspace. - Action **Create Task** Creates a task in a Toggl Track project. - Action **Create Time Entry** Creates a time entry in a Toggl Track workspace, either completed (with a stop time or duration) or running. - Action **Create User Invitation** Invites one or more people by email to a Toggl Track organization and its workspaces. Returns the created invitations. - Action **Delete Client** Deletes a client from a Toggl Track workspace. - Action **Delete Project** Deletes a project from a Toggl Track workspace, optionally deleting or unassigning its time entries. - Action **Delete Tag** Deletes a tag from a Toggl Track workspace. - Action **Delete Task** Deletes a task from a project in a Toggl Track workspace. - Action **Delete Time Entry** Deletes a time entry from a Toggl Track workspace. - Action **Fetch Groups** Returns the user groups in a Toggl Track organization, with their member users and assigned workspaces, optionally filtered by name or workspace. - Action **Find Client** Finds clients in a Toggl Track workspace whose name contains the given text. - Action **Find Project** Finds projects in a Toggl Track workspace by name, with optional filters such as client, status and billable. - Action **Find Tag** Finds tags in a Toggl Track workspace whose name contains the text you give. - Action **Find Task** Searches a workspace's tasks by name and returns the matching tasks, optionally narrowed to one project or by active state. - Action **Find Time Entries (Detailed Reports)** Searches a workspace's detailed report and returns the time entries that match the given dates and filters. - Action **Find Time Entries (Summary Reports)** Returns a summary report of time entries in a workspace for a date range, grouped (for example by project and user) and filtered by description, projects, clients, tags, tasks or users. - Action **Find Time Entry** Returns a single time entry, looked up by its id, that the connected user can access. - Action **Find User** Finds users in a Toggl Track workspace whose name or email matches the text you supply. - Action **Get Current time entry** Returns the time entry currently running for the connected Toggl Track user, if any. - Action **Get Current User** Returns the profile of the Toggl Track user whose account is connected, optionally with their clients, projects, tasks, tags, workspaces and time entries. - Action **Get Project Members** Returns the members of one or more projects in a Toggl Track workspace, including whether each member is a project manager and their rates. - Action **List of Workspace Users** Returns the users who belong to a Toggl Track workspace, directly or through a group, optionally filtered by name, email or status. - Action **Start Time Entry** Starts a new running time entry in a Toggl Track workspace. - Action **Stop Time Entry** Stops a running time entry in a Toggl Track workspace and returns the stopped entry. - Action **Update Client** Updates the name, notes or external reference of an existing client in a Toggl Track workspace. - Action **Update Project** Updates an existing project in a Toggl Track workspace — its name, client, color, dates, billing and other settings. Only the fields you fill in are changed. - Action **Update Project Member** Updates a user's membership on a Toggl Track project, such as their manager role, hourly rate or labor cost. - Action **Update Tag** Renames an existing tag in a Toggl Track workspace. - Action **Update Task** Updates an existing task in a Toggl Track project, changing its name, assignee, estimate, external reference, or done status. - Action **Update Time Entry** Updates an existing time entry in a Toggl Track workspace. Only the fields you fill in are changed. - Action **Update User** Updates the profile of the connected Toggl Track user, such as full name, email, timezone, default workspace, first day of the week or password. Only the fields you fill in are changed. ## Each app on its own - [ **GitLab** GitLab is an open source code collaboration tool with a rich feature set including management of...](https://apiant.ai/connections/gitlab) - [ **Toggl Track** Toggl Track provides time tracking and productivity tools to help businesses move away from traditional work...](https://apiant.ai/connections/toggl-track) Reviews ## What our customers say ## More from GitLab - [ **GitLab to HubSpot** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/gitlab-to-hubspot) - [ **GitLab to Salesforce** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/gitlab-to-salesforce) - [ **GitLab to Slack** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/gitlab-to-slack) - [ **GitLab to Google Sheets** Google Sheets](https://apiant.ai/connect/gitlab-to-google-sheets) - [ **GitLab to Gmail** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/gitlab-to-gmail) - [ **GitLab to Google Calendar** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/gitlab-to-google-calendar) ## More into Toggl Track - [ **HubSpot to Toggl Track** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/hubspot-to-toggl-track) - [ **Salesforce to Toggl Track** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/salesforce-to-toggl-track) - [ **Slack to Toggl Track** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/slack-to-toggl-track) - [ **Google Sheets to Toggl Track** Google Sheets](https://apiant.ai/connect/google-sheets-to-toggl-track) - [ **Gmail to Toggl Track** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/gmail-to-toggl-track) - [ **Google Calendar to Toggl Track** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/google-calendar-to-toggl-track) Questions ## GitLab and Toggl Track, 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 Toggl Track when something happens in GitLab? Any of Toggl Track's 35 actions, including Create Client, Create Group, Create Project and Create Tag. Your agent maps the data both ways and tests every scenario before it ships. ### ### Can it also run from Toggl Track to GitLab? Yes. When something happens in Toggl Track, your agent can act in GitLab too. This page covers both directions: Toggl Track's triggers and GitLab's actions are listed here as well. ### ### Do I have to build a connector for GitLab or Toggl Track? 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 Toggl Track 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.