GitLab▌

by harshmaur
Integrate with GitLab for seamless repository management, file operations, CI/CD, issue tracking, and merge requests via
Integrates with GitLab to enable repository management, file operations, issue tracking, and merge request handling using a TypeScript implementation configured with a personal access token.
best for
- / Development teams using GitLab for project management
- / DevOps engineers automating GitLab workflows
- / Project managers tracking issues and merge requests
- / Teams wanting natural language GitLab interactions
capabilities
- / Manage GitLab repositories and projects
- / Create and update issues and merge requests
- / Access project events and activity logs
- / Query GitLab API endpoints via natural language
- / Handle GitLab webhooks and notifications
- / Manage GitLab CI/CD pipelines
what it does
Provides comprehensive access to GitLab repositories, issues, merge requests, and project events through natural language commands. Includes 86 tools covering the full GitLab API.
about
GitLab is a community-built MCP server published by harshmaur that provides AI assistants with tools and capabilities via the Model Context Protocol. Integrate with GitLab for seamless repository management, file operations, CI/CD, issue tracking, and merge requests via It is categorized under developer tools, productivity.
how to install
You can install GitLab in your AI client of choice. Use the install panel on this page to get one-click setup for Cursor, Claude Desktop, VS Code, and other MCP-compatible clients. This server runs locally on your machine via the stdio transport.
license
MIT
GitLab is released under the MIT license. This is a permissive open-source license, meaning you can freely use, modify, and distribute the software.
readme
Better GitLab MCP Server
@zereight/mcp-gitlab
GitLab MCP(Model Context Protocol) Server. Includes bug fixes and improvements over the original GitLab MCP server.
<a href="https://glama.ai/mcp/servers/7jwbk4r6d7"><img width="380" height="200" src="https://glama.ai/mcp/servers/7jwbk4r6d7/badge" alt="gitlab mcp MCP server" /></a>
Usage
Using with Claude App, Cline, Roo Code, Cursor
When using with the Claude App, you need to set up your API key and URLs directly.
npx
{
"mcpServers": {
"GitLab communication server": {
"command": "npx",
"args": ["-y", "@zereight/mcp-gitlab"],
"env": {
"GITLAB_PERSONAL_ACCESS_TOKEN": "your_gitlab_token",
"GITLAB_API_URL": "your_gitlab_api_url",
"GITLAB_READ_ONLY_MODE": "false",
"USE_GITLAB_WIKI": "false", // use wiki api?
"USE_MILESTONE": "false", // use milestone api?
"USE_PIPELINE": "false" // use pipeline api?
}
}
}
}
Docker
- stdio
{
"mcpServers": {
"GitLab communication server": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"GITLAB_PERSONAL_ACCESS_TOKEN",
"-e",
"GITLAB_API_URL",
"-e",
"GITLAB_READ_ONLY_MODE",
"-e",
"USE_GITLAB_WIKI",
"-e",
"USE_MILESTONE",
"-e",
"USE_PIPELINE",
"iwakitakuma/gitlab-mcp"
],
"env": {
"GITLAB_PERSONAL_ACCESS_TOKEN": "your_gitlab_token",
"GITLAB_API_URL": "https://gitlab.com/api/v4", // Optional, for self-hosted GitLab
"GITLAB_READ_ONLY_MODE": "false",
"USE_GITLAB_WIKI": "true",
"USE_MILESTONE": "true",
"USE_PIPELINE": "true"
}
}
}
}
- sse
docker run -i --rm \
-e GITLAB_PERSONAL_ACCESS_TOKEN=your_gitlab_token \
-e GITLAB_API_URL= "https://gitlab.com/api/v4"\
-e GITLAB_READ_ONLY_MODE=true \
-e USE_GITLAB_WIKI=true \
-e USE_MILESTONE=true \
-e USE_PIPELINE=true \
-e SSE=true \
-p 3333:3002 \
iwakitakuma/gitlab-mcp
{
"mcpServers": {
"GitLab communication server": {
"url": "http://localhost:3333/sse"
}
}
}
Docker Image Push
$ sh scripts/image_push.sh docker_user_name
Environment Variables
GITLAB_PERSONAL_ACCESS_TOKEN: Your GitLab personal access token.GITLAB_API_URL: Your GitLab API URL. (Default:https://gitlab.com/api/v4)GITLAB_READ_ONLY_MODE: When set to 'true', restricts the server to only expose read-only operations. Useful for enhanced security or when write access is not needed. Also useful for using with Cursor and it's 40 tool limit.USE_GITLAB_WIKI: When set to 'true', enables the wiki-related tools (list_wiki_pages, get_wiki_page, create_wiki_page, update_wiki_page, delete_wiki_page). By default, wiki features are disabled.USE_MILESTONE: When set to 'true', enables the milestone-related tools (list_milestones, get_milestone, create_milestone, edit_milestone, delete_milestone, get_milestone_issue, get_milestone_merge_requests, promote_milestone, get_milestone_burndown_events). By default, milestone features are disabled.USE_PIPELINE: When set to 'true', enables the pipeline-related tools (list_pipelines, get_pipeline, list_pipeline_jobs, get_pipeline_job, get_pipeline_job_output, create_pipeline, retry_pipeline, cancel_pipeline). By default, pipeline features are disabled.
Tools 🛠️
+<!-- TOOLS-START -->
create_or_update_file- Create or update a single file in a GitLab projectsearch_repositories- Search for GitLab projectscreate_repository- Create a new GitLab projectget_file_contents- Get the contents of a file or directory from a GitLab projectpush_files- Push multiple files to a GitLab project in a single commitcreate_issue- Create a new issue in a GitLab projectcreate_merge_request- Create a new merge request in a GitLab projectfork_repository- Fork a GitLab project to your account or specified namespacecreate_branch- Create a new branch in a GitLab projectget_merge_request- Get details of a merge request (Either mergeRequestIid or branchName must be provided)get_merge_request_diffs- Get the changes/diffs of a merge request (Either mergeRequestIid or branchName must be provided)get_branch_diffs- Get the changes/diffs between two branches or commits in a GitLab projectupdate_merge_request- Update a merge request (Either mergeRequestIid or branchName must be provided)create_note- Create a new note (comment) to an issue or merge requestcreate_merge_request_thread- Create a new thread on a merge requestmr_discussions- List discussion items for a merge requestupdate_merge_request_note- Modify an existing merge request thread notecreate_merge_request_note- Add a new note to an existing merge request threadupdate_issue_note- Modify an existing issue thread notecreate_issue_note- Add a new note to an existing issue threadlist_issues- List issues in a GitLab project with filtering optionsget_issue- Get details of a specific issue in a GitLab projectupdate_issue- Update an issue in a GitLab projectdelete_issue- Delete an issue from a GitLab projectlist_issue_links- List all issue links for a specific issuelist_issue_discussions- List discussions for an issue in a GitLab projectget_issue_link- Get a specific issue linkcreate_issue_link- Create an issue link between two issuesdelete_issue_link- Delete an issue linklist_namespaces- List all namespaces available to the current userget_namespace- Get details of a namespace by ID or pathverify_namespace- Verify if a namespace path existsget_project- Get details of a specific projectlist_projects- List projects accessible by the current userlist_labels- List labels for a projectget_label- Get a single label from a projectcreate_label- Create a new label in a projectupdate_label- Update an existing label in a projectdelete_label- Delete a label from a projectlist_group_projects- List projects in a GitLab group with filtering optionslist_wiki_pages- List wiki pages in a GitLab projectget_wiki_page- Get details of a specific wiki pagecreate_wiki_page- Create a new wiki page in a GitLab projectupdate_wiki_page- Update an existing wiki page in a GitLab projectdelete_wiki_page- Delete a wiki page from a GitLab projectget_repository_tree- Get the repository tree for a GitLab project (list files and directories)list_pipelines- List pipelines in a GitLab project with filtering optionsget_pipeline- Get details of a specific pipeline in a GitLab projectlist_pipeline_jobs- List all jobs in a specific pipelineget_pipeline_job- Get details of a GitLab pipeline job numberget_pipeline_job_output- Get the output/trace of a GitLab pipeline job numbercreate_pipeline- Create a new pipeline for a branch or tagretry_pipeline- Retry a failed or canceled pipelinecancel_pipeline- Cancel a running pipelinelist_merge_requests- List merge requests in a GitLab project with filtering optionslist_milestones- List milestones in a GitLab project with filtering optionsget_milestone- Get details of a specific milestonecreate_milestone- Create a new milestone in a GitLab projectedit_milestone- Edit an existing milestone in a GitLab projectdelete_milestone- Delete a milestone from a GitLab projectget_milestone_issue- Get issues associated with a specific milestoneget_milestone_merge_requests- Get merge requests associated with a specific milestonepromote_milestone- Promote a milestone to the next stageget_milestone_burndown_events- Get burndown events for a specific milestoneget_users- Get GitLab user details by usernames
FAQ
- What is the GitLab MCP server?
- GitLab is a Model Context Protocol (MCP) server profile on explainx.ai. MCP lets AI hosts (e.g. Claude Desktop, Cursor) call tools and resources through a standard interface; this page summarizes categories, install hints, and community ratings.
- How do MCP servers relate to agent skills?
- Skills are reusable instruction packages (often SKILL.md); MCP servers expose live capabilities. Teams frequently combine both—skills for workflows, MCP for APIs and data. See explainx.ai/skills and explainx.ai/mcp-servers for parallel directories.
- How are reviews shown for GitLab?
- This profile displays 10 aggregated ratings (sample rows for discoverability plus signed-in user reviews). Average score is about 4.5 out of 5—verify behavior in your own environment before production use.
Ratings
4.5★★★★★10 reviews- ★★★★★Shikha Mishra· Oct 10, 2024
GitLab is among the better-indexed MCP projects we tried; the explainx.ai summary tracks the official description.
- ★★★★★Piyush G· Sep 9, 2024
We evaluated GitLab against two servers with overlapping tools; this profile had the clearer scope statement.
- ★★★★★Chaitanya Patil· Aug 8, 2024
Useful MCP listing: GitLab is the kind of server we cite when onboarding engineers to host + tool permissions.
- ★★★★★Sakshi Patil· Jul 7, 2024
GitLab reduced integration guesswork — categories and install configs on the listing matched the upstream repo.
- ★★★★★Ganesh Mohane· Jun 6, 2024
I recommend GitLab for teams standardizing on MCP; the explainx.ai page compares cleanly with sibling servers.
- ★★★★★Oshnikdeep· May 5, 2024
Strong directory entry: GitLab surfaces stars and publisher context so we could sanity-check maintenance before adopting.
- ★★★★★Dhruvi Jain· Apr 4, 2024
GitLab has been reliable for tool-calling workflows; the MCP profile page is a good permalink for internal docs.
- ★★★★★Rahul Santra· Mar 3, 2024
According to our notes, GitLab benefits from clear Model Context Protocol framing — fewer ambiguous “AI plugin” claims.
- ★★★★★Pratham Ware· Feb 2, 2024
We wired GitLab into a staging workspace; the listing’s GitHub and npm pointers saved time versus hunting across READMEs.
- ★★★★★Yash Thakker· Jan 1, 2024
GitLab is a well-scoped MCP server in the explainx.ai directory — install snippets and categories matched our Claude Code setup.