gitlab-automation

GitLab Automation via Rube MCP

Automate GitLab operations including project management, issue tracking, merge request workflows, CI/CD pipeline monitoring, branch management, and user administration through Composio's GitLab toolkit.

Prerequisites

Rube MCP must be connected (RUBE_SEARCH_TOOLS available)

Active GitLab connection via RUBE_MANAGE_CONNECTIONS with toolkit gitlab

Always call RUBE_SEARCH_TOOLS first to get current tool schemas

Setup

Get Rube MCP: Add https://rube.app/mcp as an MCP server in your client configuration. No API keys needed — just add the endpoint and it works.

Verify Rube MCP is available by confirming RUBE_SEARCH_TOOLS responds

Call RUBE_MANAGE_CONNECTIONS with toolkit gitlab

If connection is not ACTIVE, follow the returned auth link to complete GitLab OAuth

Confirm connection status shows ACTIVE before running any workflows

Core Workflows

1. Manage Issues

When to use: User wants to create, update, list, or search issues in a GitLab project

Tool sequence:

GITLAB_GET_PROJECTS - Find the target project and get its ID [Prerequisite]

GITLAB_LIST_PROJECT_ISSUES - List and filter issues for a project [Required]

GITLAB_CREATE_PROJECT_ISSUE - Create a new issue [Required for create]

GITLAB_UPDATE_PROJECT_ISSUE - Update an existing issue (title, labels, state, assignees) [Required for update]

GITLAB_LIST_PROJECT_USERS - Find user IDs for assignment [Optional]

Key parameters:

id: Project ID (integer) or URL-encoded path (e.g., "my-group/my-project")

title: Issue title (required for creation)

description: Issue body text (max 1,048,576 characters)

labels: Comma-separated label names (e.g., "bug,critical")

add_labels / remove_labels: Add or remove labels without replacing all

state: Filter by "all", "opened", or "closed"

state_event: "close" or "reopen" to change issue state

assignee_ids: Array of user IDs; use [0] to unassign all

issue_iid: Internal issue ID within the project (required for updates)

milestone: Filter by milestone title

search: Search in title and description

scope: "created_by_me", "assigned_to_me", or "all"

page / per_page: Pagination (default per_page: 20)

Pitfalls:

id accepts either integer project ID or URL-encoded path; wrong IDs yield 4xx errors

issue_iid is the project-internal ID (shown as #42), different from the global issue ID

Labels in labels field replace ALL existing labels; use add_labels/remove_labels for incremental changes

Setting assignee_ids to empty array does NOT unassign; use [0] instead

updated_at field requires administrator or project/group owner rights

2. Manage Merge Requests

When to use: User wants to list, filter, or review merge requests in a project

Tool sequence:

GITLAB_GET_PROJECT - Get project details and verify access [Prerequisite]

GITLAB_GET_PROJECT_MERGE_REQUESTS - List and filter merge requests [Required]

GITLAB_GET_REPOSITORY_BRANCHES - Verify source/target branches [Optional]

GITLAB_LIST_ALL_PROJECT_MEMBERS - Find reviewers/assignees [Optional]

Key parameters:

id: Project ID or URL-encoded path

state: "opened", "closed", "locked", "merged", or "all"

scope: "created_by_me" (default), "assigned_to_me", or "all"

source_branch / target_branch: Filter by branch names

author_id / author_username: Filter by MR author

assignee_id: Filter by assignee (use None for unassigned, Any for assigned)

reviewer_id / reviewer_username: Filter by reviewer

labels: Comma-separated label filter

search: Search in title and description

wip: "yes" for draft MRs, "no" for non-draft

order_by: "created_at" (default), "title", "merged_at", "updated_at"

view: "simple" for minimal fields

iids[]: Filter by specific MR internal IDs

Pitfalls:

Default scope is "created_by_me" which limits results; use "all" for complete listings

author_id and author_username are mutually exclusive

reviewer_id and reviewer_username are mutually exclusive

approved filter requires the mr_approved_filter feature flag (disabled by default)

Large MR histories can be noisy; use filters and moderate per_page values

3. Manage Projects and Repositories

When to use: User wants to list projects, create new projects, or manage branches

Tool sequence:

GITLAB_GET_PROJECTS - List all accessible projects with filters [Required]

GITLAB_GET_PROJECT - Get detailed info for a specific project [Optional]

GITLAB_LIST_USER_PROJECTS - List projects owned by a specific user [Optional]

GITLAB_CREATE_PROJECT - Create a new project [Required for create]

GITLAB_GET_REPOSITORY_BRANCHES - List branches in a project [Required for branch ops]

GITLAB_CREATE_REPOSITORY_BRANCH - Create a new branch [Optional]

GITLAB_GET_REPOSITORY_BRANCH - Get details of a specific branch [Optional]

GITLAB_LIST_REPOSITORY_COMMITS - View commit history [Optional]

GITLAB_GET_PROJECT_LANGUAGES - Get language breakdown [Optional]

Key parameters:

name / path: Project name and URL-friendly path (both required for creation)

visibility: "private", "internal", or "public"

namespace_id: Group or user ID for project placement

search: Case-insensitive substring search for projects

membership: true to limit to projects user is a member of

owned: true to limit to user-owned projects

project_id: Project ID for branch operations

branch_name: Name for new branch

ref: Source branch or commit SHA for new branch creation

order_by: "id", "name", "path", "created_at", "updated_at", "star_count", "last_activity_at"

Pitfalls:

GITLAB_GET_PROJECTS pagination is required for complete coverage; stopping at first page misses projects

Some responses place items under data.details; parse the actual returned list structure

Most follow-up calls depend on correct project_id; verify with GITLAB_GET_PROJECT first

Invalid branch_name/ref/sha causes client errors; verify branch existence via GITLAB_GET_REPOSITORY_BRANCHES first

Both name and path are required for GITLAB_CREATE_PROJECT

4. Monitor CI/CD Pipelines

When to use: User wants to check pipeline status, list jobs, or monitor CI/CD runs

Tool sequence:

GITLAB_GET_PROJECT - Verify project access [Prerequisite]

GITLAB_LIST_PROJECT_PIPELINES - List pipelines with filters [Required]

GITLAB_GET_SINGLE_PIPELINE - Get detailed info for a specific pipeline [Optional]

GITLAB_LIST_PIPELINE_JOBS - List jobs within a pipeline [Optional]

Key parameters:

id: Project ID or URL-encoded path

status: Filter by "created", "waiting_for_resource", "preparing", "pending", "running", "success", "failed", "canceled", "skipped", "manual", "scheduled"

scope: "running", "pending", "finished", "branches", "tags"

ref: Branch or tag name

sha: Specific commit SHA

source: Pipeline source (use "parent_pipeline" for child pipelines)

order_by: "id" (default), "status", "ref", "updated_at", "user_id"

created_after / created_before: ISO 8601 date filters

pipeline_id: Specific pipeline ID for job listing

include_retried: true to include retried jobs (default false)

Pitfalls:

Large pipeline histories can be noisy; use status, ref, and date filters to narrow results

Use moderate per_page values to keep output manageable

Pipeline job scope accepts single status string or array of statuses

yaml_errors: true returns only pipelines with invalid configurations

5. Manage Users and Members

When to use: User wants to find users, list project members, or check user status

Tool sequence:

GITLAB_GET_USERS - Search and list GitLab users [Required]

GITLAB_GET_USER - Get details for a specific user by ID [Optional]

GITLAB_GET_USERS_ID_STATUS - Get user status message and availability [Optional]

GITLAB_LIST_ALL_PROJECT_MEMBERS - List all project members (direct + inherited) [Required for member listing]

GITLAB_LIST_PROJECT_USERS - List project users with search filter [Optional]

Key parameters:

search: Search by name, username, or public email

username: Get specific user by username

active / blocked: Filter by user state

id: Project ID for member listing

query: Filter members by name, email, or username

state: Filter members by "awaiting" or "active" (Premium/Ultimate)

user_ids: Filter by specific user IDs

Pitfalls:

Many user filters (admins, auditors, extern_uid, two_factor) are admin-only

GITLAB_LIST_ALL_PROJECT_MEMBERS includes direct, inherited, and invited members

User search is case-insensitive but may not match partial email domains

Premium/Ultimate features (state filter, seat info) are not available on free plans

Common Patterns

ID Resolution

GitLab uses two identifier formats for projects:

Numeric ID: Integer project ID (e.g., 123)

URL-encoded path: Namespace/project format (e.g., "my-group%2Fmy-project" or "my-group/my-project")

Issue IID vs ID: issue_iid is the project-internal number (#42); the global id is different

User ID: Numeric; resolve via GITLAB_GET_USERS with search or username

Pagination

GitLab uses offset-based pagination:

Set page (starting at 1) and per_page (1-100, default 20)

Continue incrementing page until response returns fewer items than per_page or is empty

Total count may be available in response headers (X-Total, X-Total-Pages)

Always paginate to completion for accurate results

URL-Encoded Paths

When using project paths as identifiers:

Forward slashes must be URL-encoded: my-group/my-project becomes my-group%2Fmy-project

Some tools accept unencoded paths; check schema for each tool

Prefer numeric IDs when available for reliability

Known Pitfalls

ID Formats

Project id field accepts both integer and string (URL-encoded path)

Issue issue_iid is project-scoped; do not confuse with global issue ID

Pipeline IDs are project-scoped integers

User IDs are global integers across the GitLab instance

Rate Limits

GitLab has per-user rate limits (typically 300-2000 requests/minute depending on plan)

Large pipeline/issue histories should use date and status filters to reduce result sets

Paginate responsibly with moderate per_page values

Parameter Quirks

labels field replaces ALL labels; use add_labels/remove_labels for incremental changes

assignee_ids: [0] unassigns all; empty array does nothing

scope defaults vary: "created_by_me" for MRs, "all" for issues

author_id and author_username are mutually exclusive in MR filters

Date parameters use ISO 8601 format: "2024-01-15T10:30:00Z"

Plan Restrictions

Some features require Premium/Ultimate: epic_id, weight, iteration_id, approved_by_ids, member state filter

Admin-only features: user management filters, updated_at override, custom attributes

The mr_approved_filter feature flag is disabled by default

Quick Reference