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.

Toolkit docs: composio.dev/toolkits/gitlab

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.

1. Verify Rube MCP is available by confirming RUBE_SEARCH_TOOLS responds
2. Call RUBE_MANAGE_CONNECTIONS with toolkit gitlab
3. If connection is not ACTIVE, follow the returned auth link to complete GitLab OAuth
4. 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:

1. GITLAB_GET_PROJECTS - Find the target project and get its ID [Prerequisite]
2. GITLAB_LIST_PROJECT_ISSUES - List and filter issues for a project [Required]
3. GITLAB_CREATE_PROJECT_ISSUE - Create a new issue [Required for create]
4. GITLAB_UPDATE_PROJECT_ISSUE - Update an existing issue (title, labels, state, assignees) [Required for update]
5. 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:

1. GITLAB_GET_PROJECT - Get project details and verify access [Prerequisite]
2. GITLAB_GET_PROJECT_MERGE_REQUESTS - List and filter merge requests [Required]
3. GITLAB_GET_REPOSITORY_BRANCHES - Verify source/target branches [Optional]
4. 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:

1. GITLAB_GET_PROJECTS - List all accessible projects with filters [Required]
2. GITLAB_GET_PROJECT - Get detailed info for a specific project [Optional]
3. GITLAB_LIST_USER_PROJECTS - List projects owned by a specific user [Optional]
4. GITLAB_CREATE_PROJECT - Create a new project [Required for create]
5. GITLAB_GET_REPOSITORY_BRANCHES - List branches in a project [Required for branch ops]
6. GITLAB_CREATE_REPOSITORY_BRANCH - Create a new branch [Optional]
7. GITLAB_GET_REPOSITORY_BRANCH - Get details of a specific branch [Optional]
8. GITLAB_LIST_REPOSITORY_COMMITS - View commit history [Optional]
9. 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:

1. GITLAB_GET_PROJECT - Verify project access [Prerequisite]
2. GITLAB_LIST_PROJECT_PIPELINES - List pipelines with filters [Required]
3. GITLAB_GET_SINGLE_PIPELINE - Get detailed info for a specific pipeline [Optional]
4. 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:

1. GITLAB_GET_USERS - Search and list GitLab users [Required]
2. GITLAB_GET_USER - Get details for a specific user by ID [Optional]
3. GITLAB_GET_USERS_ID_STATUS - Get user status message and availability [Optional]
4. GITLAB_LIST_ALL_PROJECT_MEMBERS - List all project members (direct + inherited) [Required for member listing]
5. 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

Task	Tool Slug	Key Params
List projects	GITLAB_GET_PROJECTS	search, membership, visibility
Get project details	GITLAB_GET_PROJECT	id
User's projects	GITLAB_LIST_USER_PROJECTS	id, search, owned
Create project	GITLAB_CREATE_PROJECT	name, path, visibility
List issues	GITLAB_LIST_PROJECT_ISSUES	id, state, labels, search
Create issue	GITLAB_CREATE_PROJECT_ISSUE	id, title, description, labels
Update issue	GITLAB_UPDATE_PROJECT_ISSUE	id, issue_iid, state_event
List merge requests	GITLAB_GET_PROJECT_MERGE_REQUESTS	id, state, scope, labels
List branches	GITLAB_GET_REPOSITORY_BRANCHES	project_id, search
Get branch	GITLAB_GET_REPOSITORY_BRANCH	project_id, branch_name
Create branch	GITLAB_CREATE_REPOSITORY_BRANCH	project_id, branch_name, ref
List commits	GITLAB_LIST_REPOSITORY_COMMITS	project ID, branch ref
Project languages	GITLAB_GET_PROJECT_LANGUAGES	project ID
List pipelines	GITLAB_LIST_PROJECT_PIPELINES	id, status, ref
Get pipeline	GITLAB_GET_SINGLE_PIPELINE	project_id, pipeline_id
List pipeline jobs	GITLAB_LIST_PIPELINE_JOBS	id, pipeline_id, scope
Search users	GITLAB_GET_USERS	search, username, active
Get user	GITLAB_GET_USER	user ID
User status	GITLAB_GET_USERS_ID_STATUS	user ID
List project members	GITLAB_LIST_ALL_PROJECT_MEMBERS	id, query, state
List project users	GITLAB_LIST_PROJECT_USERS	id, search

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