Provides tools for interacting with GitLab repositories, including managing merge requests (listing, viewing details and diffs, adding comments), managing issues, and modifying merge request titles and descriptions.

🚀 GitLab MR MCP
A Model Context Protocol (MCP) server for interacting with GitLab merge requests and issues.
📌 Overview
This project implements a server using the Model Context Protocol (MCP) that allows AI agents to interact with GitLab repositories. It provides tools for:
Listing available GitLab projects
Fetching merge request details and comments
Getting merge request diffs
Adding comments to merge requests
Adding line-specific comments to code in merge request diffs
Fetching issue details
Setting merge request title and description
📦 Installation
⚡ Using Smithery
To install GitLab MR MCP for Claude Desktop automatically via Smithery:
🛠️ Manual Installation
🔧 Prerequisites
Node.js
GitLab access token with API access
GitLab project ID(s)
📖 Setup
Clone this repository
Install dependencies:
Add the following to your MCP client configuration:
🛠️ Available Tools
get_projectsGets a list of GitLab projects accessible with your token.list_open_merge_requestsLists all open merge requests in the specified project.get_merge_request_detailsGets detailed information about a specific merge request.get_merge_request_commentsGets comments from a specific merge request, including discussion notes and diff notes.add_merge_request_commentAdds a general comment to a merge request.add_merge_request_diff_commentAdds a comment to a specific line in a file within a merge request.get_merge_request_diffGets the diff for a merge request.get_issue_detailsGets detailed information about a specific issue.set_merge_request_titleSet the title of a merge requestset_merge_request_descriptionSet the description of a merge request
🏗️ Development
🔍 Running Inspector
Set up environment variables:
For use with MCP clients, you can run:
🛠️ Troubleshooting
If you encounter permissions issues (403 Forbidden), check:
Your GitLab token has the proper scopes (api, read_api)
The token user has proper access to the projects
The project IDs are correct
📜 License
🤝 Contributing
Contributions are welcome! Please feel free to submit a Pull Request.
This server cannot be installed