Which integrations are available for this server?

Provides tools for GitLab integration, including merge request management, pipeline monitoring, issue tracking, release management, CI/CD variable management, file uploads, and more.

How do I use qodev-gitlab-mcp?

1. Click on "Deploy Server". 2. Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state. 3. In the chat, type @ followed by the MCP server name and your instructions, e.g., "@qodev-gitlab-mcp check if my MR is ready to merge" That's it! The server will respond to your query, and you can continue using it as needed. Here is a step-by-step guide with screenshots.

qodev-gitlab-mcp

by qodevai

Overview Schema Source Related Servers Discussions Admin

Python

Remote

PyPI

qodev-gitlab-mcp

A Model Context Protocol (MCP) server for GitLab integration. Exposes projects, merge requests, pipelines, discussions, issues, releases, and more through a standardized interface for AI assistants like Claude.

Installation

pip install qodev-gitlab-mcp

Or run directly with uvx:

uvx qodev-gitlab-mcp

Related MCP server: GitLab MCP Server

Configuration

Set the following environment variables:

# Required
GITLAB_TOKEN=glpat-YOUR-TOKEN-HERE

# Optional (defaults to https://gitlab.com)
GITLAB_URL=https://gitlab.com

Claude Code

Add to your MCP configuration:

{
  "mcpServers": {
    "gitlab": {
      "command": "uvx",
      "args": ["qodev-gitlab-mcp"],
      "env": {
        "GITLAB_TOKEN": "your-token-here",
        "GITLAB_URL": "https://gitlab.com"
      }
    }
  }
}

Quick Start

Once configured, the MCP server gives your AI assistant access to GitLab. Example interactions:

"Is my MR ready to merge?" -- checks pipeline, approvals, and unresolved discussions
"Create a merge request for this branch" -- creates MR with auto-detected source branch
"Wait for the pipeline to finish" -- monitors pipeline and reports results with failed job logs
"Comment on MR !42 saying LGTM" -- posts a comment on the merge request

Features

Merge request management (create, comment, merge, close, inline comments)
Pipeline monitoring with wait_for_pipeline tool
Issue tracking (create, update, close, comment)
Release management
CI/CD variable management
File uploads with image support
Automatic "current" project/branch detection via MCP workspace roots

Tools

The server exposes the following MCP tools:

Merge Requests

Tool	Description
`create_merge_request`	Create a new merge request
`update_merge_request`	Update MR title, description, labels, assignees, reviewers
`merge_merge_request`	Merge a merge request
`close_merge_request`	Close a merge request (with optional comment)
`comment_on_merge_request`	Leave a comment on a merge request
`create_inline_comment`	Add an inline comment on a specific line in a MR diff
`reply_to_discussion`	Reply to an existing discussion thread
`resolve_discussion_thread`	Resolve or unresolve a discussion thread

Pipelines

Tool	Description
`wait_for_pipeline`	Wait for a pipeline to complete and return results
`download_artifact`	Download a job artifact to local filesystem
`retry_job`	Retry a failed CI/CD job

Issues

Tool	Description
`create_issue`	Create a new issue
`update_issue`	Update an existing issue
`close_issue`	Close an issue
`comment_on_issue`	Leave a comment on an issue

Releases

Tool	Description
`create_release`	Create a new release with tag, description, and assets

CI/CD Variables

Tool	Description
`set_project_ci_variable`	Create or update a CI/CD variable (upsert)

Files

Tool	Description
`upload_file`	Upload a file to GitLab for embedding in issues or MRs

All tools support project_id="current" to auto-detect the project from the current working directory. Merge request tools also support mr_iid="current" to detect the MR for the current branch.

Resources

The server exposes the following read-only MCP resources:

Projects

Resource URI	Description
`gitlab://projects/`	List all accessible projects
`gitlab://projects/{project_id}`	Get project details

Merge Requests

Resource URI	Description
`gitlab://projects/{project_id}/merge-requests/`	List open merge requests
`gitlab://projects/{project_id}/merge-requests/{mr_iid}`	Full MR overview (metadata, discussions, changes, commits, pipeline, approvals)
`gitlab://projects/{project_id}/merge-requests/{mr_iid}/status`	Lightweight merge-readiness check
`gitlab://projects/{project_id}/merge-requests/{mr_iid}/discussions`	MR discussion threads
`gitlab://projects/{project_id}/merge-requests/{mr_iid}/changes`	MR diff/changes
`gitlab://projects/{project_id}/merge-requests/{mr_iid}/commits`	MR commit history
`gitlab://projects/{project_id}/merge-requests/{mr_iid}/approvals`	MR approval status
`gitlab://projects/{project_id}/merge-requests/{mr_iid}/pipeline-jobs`	Jobs from the MR's latest pipeline

Pipelines & Jobs

Resource URI	Description
`gitlab://projects/{project_id}/pipelines/`	List recent pipelines
`gitlab://projects/{project_id}/pipelines/{pipeline_id}`	Get pipeline details
`gitlab://projects/{project_id}/pipelines/{pipeline_id}/jobs`	List jobs in a pipeline
`gitlab://projects/{project_id}/jobs/{job_id}/log`	Full job log output
`gitlab://projects/{project_id}/jobs/{job_id}/artifacts`	List job artifacts
`gitlab://projects/{project_id}/jobs/{job_id}/artifacts/{path}`	Read a specific artifact file

Issues

Resource URI	Description
`gitlab://projects/{project_id}/issues/`	List open issues
`gitlab://projects/{project_id}/issues/{issue_iid}`	Get issue details
`gitlab://projects/{project_id}/issues/{issue_iid}/notes`	Get issue comments

Releases

Resource URI	Description
`gitlab://projects/{project_id}/releases/`	List all releases
`gitlab://projects/{project_id}/releases/{tag_name}`	Get release by tag

CI/CD Variables

Resource URI	Description
`gitlab://projects/{project_id}/variables/`	List CI/CD variables (metadata only, values hidden)
`gitlab://projects/{project_id}/variables/{key}`	Get variable metadata by key

Help

Resource URI	Description
`gitlab://help`	Server capabilities and usage guide

License

MIT

This server cannot be deployed

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Maintenance

ActivityInactive

ResponsivenessNo issues

Resources

Need Help?

Related Servers

Related MCP Connectors

hithereiamaliff-mcp-nextcloudOAuth
ai.smithery
A comprehensive Model Context Protocol (MCP) server that enables AI assistants to interact with yo…
Cloud Storage File Systems Workplace & Productivity
238
mcp COAuth
com.wix
A Model Context Protocol server for Wix AI tools
Developer Tools Content Management Systems App Automation
216
GitLab MCP Server A
io.github.jmrplens
Go MCP server for GitLab: 2 dynamic tools reach 1000+ REST/GraphQL actions. Free/CE, no paid tier.
CI/CD & DevOps Developer Tools Version Control
2136
Mercado PagoOAuth
com.mercadopago.mcp
The Mercado Pago MCP Server implements the Model Context Protocol to provide AI agents and LLMs with access to Mercado Pago's APIs and tools within compatible development environments. It acts as an intermediary that translates Mercado Pago resources into executable functions (tools) that AI applications can invoke to perform actions and automate flows. The server simplifies integration, enables using documentation to implement or improve code, and optimizes operations through natural language interactions without manual implementations.
Finance E-commerce & Retail App Automation
2

Related MCP Servers

GitLab MCP Server
Version Control CI/CD & DevOps Developer Tools
rifqi96
A
license
B
quality
D
maintenance
A Model Context Protocol server that enables interaction with GitLab accounts to manage repositories, merge requests, code reviews, and CI/CD pipelines through natural language.
Updated 8 months ago (2026-01-23 09:30 UTC)
41
107 npm
21
MIT
GitLab MCP Server
Version Control Developer Tools
ZephyrDeng
-
license
Not graded
quality
Not graded
maintenance
A Model Context Protocol server that enables AI assistants to interact with GitLab repositories, allowing tasks like managing merge requests, searching projects, and creating comments through RESTful API integration.
Updated a year ago (2025-04-02 10:34 UTC)
5 npm
2
-
GitLab MCP Server
Version Control CI/CD & DevOps Developer Tools
snowild
A
license
B
quality
D
maintenance
A Model Context Protocol server that enables AI assistants to interact with self-hosted GitLab instances through 30 specialized tools. It supports managing projects, merge requests, CI/CD pipelines, and repository operations via the GitLab REST API v4.
Updated 6 months ago (2026-03-18 03:32 UTC)
30
MIT
gitlab-mcp
Version Control CI/CD & DevOps Developer Tools
mcpland
A
license
C
quality
A
maintenance
A production-ready MCP server for GitLab enabling AI assistants to read and manage GitLab projects, merge requests, issues, pipelines, wikis, releases, and more through a unified interface.
Updated 5 days ago (2026-09-11 01:43 UTC)
100
233 npm
10
MIT