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GitLab MCP Server

by ttpears

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
GITLAB_URLNoGitLab instance URLhttps://gitlab.com
GITLAB_TIMEOUTNoRequest timeout in milliseconds30000
GITLAB_AUTH_MODENoAuthentication mode (hybrid, per-user, or shared)hybrid
GITLAB_MAX_PAGE_SIZENoMaximum items per page (1-100)50
GITLAB_SHARED_ACCESS_TOKENNoShared token for read operations (optional in hybrid mode)

Capabilities

Features and capabilities supported by this server

CapabilityDetails
tools
{}
prompts
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
get_projectA

Get detailed information about a specific GitLab project (read-only)

get_issuesB

Get issues from a specific GitLab project (read-only)

get_merge_requestsB

Get merge requests from a specific GitLab project (read-only)

execute_custom_queryA

Execute custom GraphQL queries for complex filtering (e.g., issues with assigneeUsernames: ["user"], labelName: ["bug"]). Use this for structured filtering by assignee/author/labels when search tools return 0 results. Use pagination and limit complexity to avoid timeouts.

execute_rest_readA

Execute an arbitrary GET request against the GitLab REST API at /api/v4. Open-ended escape hatch for read endpoints not covered by a dedicated tool — e.g. /projects/:id/repository/files, /projects/:id/pipelines/:pipeline_id/test_report, /admin/*. Provide the path beginning with "/" (no host, no /api/v4 prefix) and an optional query object. For writes, use execute_rest_write.

get_available_queriesA

Get list of available GraphQL queries and mutations from the GitLab schema

get_merge_request_pipelinesA

Get CI/CD pipelines for a merge request, including status, duration, and stages

get_pipeline_jobsA

Get jobs for a specific pipeline, including status, stage, duration, and retry/cancel info

get_merge_request_diffsA

Get diff statistics for a merge request, including per-file additions/deletions and diff refs

get_merge_request_commitsA

Get commits for a merge request (excluding merge commits), with commit count and details

get_notesA

Get notes (comments) on an issue or merge request, including system notes and inline MR comments

get_issue_contextA

Bundle issue body, all notes (paginated up to maxNotes), related merge requests (mentioning), closing merge requests, linked issues (relates_to/blocks/is_blocked_by) into a single call. Use this instead of fanning out across get_issues + get_notes + search_merge_requests when investigating an issue.

get_merge_request_contextA

Bundle MR body, all notes (paginated up to maxNotes, filtered to non-system by default), commits, pipeline summary, reviewers with approval state, and issues this MR will close into a single call. Use this instead of fanning out across get_merge_requests + get_notes + get_merge_request_commits + get_merge_request_pipelines when investigating an MR.

list_milestonesA

List milestones for a project or group with progress statistics (total/closed issue counts)

list_iterationsB

List iterations (sprints) for a group with cadence info. Requires GitLab Premium/Ultimate.

get_time_trackingA

Get time tracking data (estimate, spent, timelogs) for an issue or merge request

get_merge_request_reviewersA

Get approval and reviewer status for a merge request, including who approved and review states

get_project_statisticsA

Get aggregate project statistics: open issues/MRs, star/fork counts, storage sizes, commit count, last pipeline status, release count, and language breakdown

list_broadcast_messagesB

List all GitLab broadcast messages (instance-wide announcements). Read-only.

get_broadcast_messageA

Get a specific GitLab broadcast message by ID.

get_work_itemA

Fetch a GitLab work item (issue, task, epic, incident, OKR) by global ID. Returns the raw widgets array so epic hierarchy, health status, iteration, milestone, and dates are all visible. Accepts either a numeric id or a full gid (gid://gitlab/WorkItem/123).

list_work_itemsA

List work items within a namespace (group or project fullPath). Supports filtering by type (ISSUE, TASK, EPIC, INCIDENT, OBJECTIVE, KEY_RESULT) and state, plus cursor pagination and fetchAll.

list_user_eventsA

List a specific user's public GitLab activity feed by username or numeric ID. Use for tracking what a teammate has been working on.

list_project_eventsA

List activity events for a single GitLab project — commits pushed, MRs opened/merged, issues touched, notes added. Accepts project full path or numeric ID.

list_my_eventsA

List the authenticated user's GitLab activity feed — pushes, MRs, comments, approvals, issue actions. Primary tool for "what did I just do". Requires user authentication.

analytics_user_summaryA

Aggregated activity summary for a user over a time window — totals by action type (pushes, MRs opened/merged, comments, approvals), breakdown by project and by day. Use this instead of list_user_events when you want counts rather than a raw event feed.

analytics_group_summaryA

Aggregated activity summary for an entire group (optionally including subgroups) over a time window — totals by action type (pushes, MRs opened/merged, comments, approvals), with breakdowns by project, by contributor, and by day. Use this to answer "what did this team do" without fanning out across list_project_events yourself.

analytics_review_bottlenecksA

Aggregate open (non-draft) merge requests across a group or project to surface review bottlenecks. Returns per-reviewer queue stats, age-bucket histogram, and the stalest MRs by updatedAt. MRs with no reviewer assigned are bucketed under "(unassigned)".

get_current_userA

Get information about the current authenticated GitLab user

get_projectsB

List projects accessible to the user (requires authentication to see private projects)

execute_rest_writeA

Execute an arbitrary POST/PUT/PATCH/DELETE request against the GitLab REST API at /api/v4. Open-ended escape hatch for write endpoints not covered by a dedicated tool. Destructive — DELETE is permitted, so check the path before invoking. For reads, use execute_rest_read.

create_issueA

Create a new issue in a GitLab project (requires user authentication with write permissions)

create_merge_requestA

Create a new merge request in a GitLab project (requires user authentication with write permissions)

create_noteA

Add a comment/note to an issue or merge request (requires user authentication)

delete_noteA

Delete a comment (note) on a GitLab issue or merge request. Requires a user token belonging to the note author or a maintainer.

update_noteA

Edit the body of an existing comment (note) on a GitLab issue or merge request. Requires a user token belonging to the note author.

manage_pipelineA

Retry or cancel a CI/CD pipeline (requires user authentication with write permissions)

create_broadcast_messageB

Create a GitLab broadcast message. Requires administrator privileges on the GitLab instance.

update_broadcast_messageB

Update an existing GitLab broadcast message. Requires administrator privileges.

delete_broadcast_messageA

Delete a GitLab broadcast message by ID. Requires administrator privileges.

mark_todo_doneA

Mark a single to-do item as done for the authenticated user. Requires the todo's ID (numeric or full gid://gitlab/Todo/N form) from list_my_todos.

mark_all_todos_doneA

Mark pending to-do items as done for the authenticated user. With no arguments, marks every pending todo. Optional scoping args (groupPath, projectPath, action, type, authorIds, targetId) narrow which todos are marked. Irreversible without per-item restore_todo calls. Returns the actual list of updated todos.

restore_todoA

Restore a previously-marked-done to-do item back to pending state. Accepts the todo's ID (numeric or full gid://gitlab/Todo/N form).

update_issueA

Update an issue (title, description, assignees, labels, due date) with schema-aware mutations

delete_issueA

Delete a GitLab issue. Requires a user token with permission to delete issues in the project (typically the issue author or a maintainer).

update_merge_requestA

Update a merge request (title, description, assignees, reviewers, labels) with schema-aware mutations

resolve_pathA

Resolve a GitLab path to either a project or group and list group projects when applicable

get_group_projectsA

List projects inside a GitLab group (optionally filter by search term)

get_type_fieldsA

List available fields on a GraphQL type using introspected schema (requires schema to be introspected)

search_gitlabA

Text search across GitLab projects and issues (Note: Does not support filtering by assignee/labels - use search_issues for that. MRs cannot be searched globally - use search_merge_requests with username)

search_projectsA

Search for GitLab projects by name or description

search_issuesA

Search for issues with text search and/or structured filtering (assignee, author, labels, state). For filtering by assignee/author/labels without text search, leave searchTerm empty.

search_merge_requestsA

Search merge requests by username (supports "username", "author:username", "assignee:username") or search within a specific project. Note: GitLab does not support global text search for MRs - use projectPath for text searches.

get_user_issuesA

Get all issues assigned to a specific user - uses proper GraphQL filtering for reliable results

get_user_merge_requestsA

Get merge requests for a specific user (as author or assignee) - uses proper GraphQL filtering

list_my_todosA

List the authenticated user's GitLab to-do items (notifications about issues, MRs, mentions, reviews requested, etc.). Filter by state, action, target type, or group/project. Requires user authentication.

search_usersB

Search for GitLab users by username or name - useful for finding team members or contributors

search_groupsB

Search for GitLab groups and organizations

search_labelsA

Search for labels in a project or group, with optional text filtering

search_notesA

Full-text search across issue and merge request comments. Scope can be global, a project, or a group. NOTE: on self-hosted GitLab, the "notes" search scope requires Advanced Search (Elasticsearch) to be enabled — without it, this endpoint returns an error. search_gitlab does NOT search note bodies; this tool does.

browse_repositoryA

Browse repository files and folders - essential for exploring codebase structure

get_file_contentB

Get the content of a specific file from a GitLab repository - crucial for code analysis

list_group_membersA

List group members with access levels, optionally filtered by search term

Prompts

Interactive templates invoked by user choice

NameDescription
explore-projectExplore a GitLab project structure and recent activity
find-my-workFind issues and merge requests assigned to you
review-merge-requestReview a specific merge request with code changes

Resources

Contextual data attached and managed by the client

NameDescription

No resources

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