jmrplens/gitlab-mcp-server
by Various
Open source GitLab MCP server for AI assistants: 2-tool dynamic find/execute over 870+ GitLab actions (1,000+ Enterprise), stdio/HTTP/OAuth, safe/read-only modes.
MCP
jmrplens/gitlab-mcp-server
Added 1 June 2026
Overview
An open source GitLab MCP server that lets AI assistants interact with GitLab via two tools: dynamic find and execute. It covers over 870 GitLab actions (1,000+ for Enterprise) and supports stdio, HTTP, and OAuth transports with safe/read-only modes.
Best for
Best for
Developers who want to give AI assistants direct GitLab access with safety controls
Use cases
- Automate GitLab project management tasks through an AI assistant
- Search, create, or update merge requests programmatically
- Integrate AI with GitLab for read-only auditing of projects
Notes
An open source GitLab MCP server that lets AI assistants interact with GitLab via two tools: dynamic find and execute. It covers over 870 GitLab actions (1,000+ for Enterprise) and supports stdio, HTTP, and OAuth transports with safe/read-only modes.
8 stars on GitHub. Last updated 2026-06-01. Licensed MIT.
Use cases
- Automate GitLab project management tasks through an AI assistant
- Search, create, or update merge requests programmatically
- Integrate AI with GitLab for read-only auditing of projects
Pros
- Open source and written in Go for easy deployment
- Supports a large number of GitLab actions out of the box
- Includes safe and read-only modes for risk reduction
Cons
- Limited to only two tools (find and execute) for all operations
- Requires GitLab administrator access to set up OAuth
- May have a learning curve for configuring transports and permissions
Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.
Pros
- Open source and written in Go for easy deployment
- Supports a large number of GitLab actions out of the box
- Includes safe and read-only modes for risk reduction
Cons
- Limited to only two tools (find and execute) for all operations
- Requires GitLab administrator access to set up OAuth
- May have a learning curve for configuring transports and permissions
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