SERVER

GitLab

Rank #7420

pulsemcp/structured-world-gitlab

Connects AI agents to GitLab API with 44 tools across 18 entity types, CQRS architecture, and OAuth 2.1 support

First listed
Sep 14, 2025
Last publish date
OVERVIEW

GitLab is a Model Context Protocol (MCP) server published by structured-world. It ranks #7420 of 58,832 servers tracked on MCP Toplist, and its repository has 4 GitHub stars. GitLab is listed on PulseMCP, and ships as a single rolling release with no explicit version metadata. It was first listed on Sep 14, 2025.

STANDING
#7,420of 58,832 tracked serversTop 25%

Ranks ahead of 51,412 of 58,832 servers on MCP Toplist.

CONNECT

Use GitLab

GitLab doesn’t publish a machine-readable install config. Follow the setup instructions in its repository ↗, or open one of its registry listings above.

REGISTRIES

Listed on 1 registry

ORGANIZATION

structured-world

Organization
Total servers
4
Total versions
41
VERSIONS

Not versioned

This server is published through a registry that does not expose explicit version metadata. The listing tracks a single rolling release.

FAQ

Frequently asked questions

What is GitLab?
Connects AI agents to GitLab API with 44 tools across 18 entity types, CQRS architecture, and OAuth 2.1 support
Who maintains GitLab?
GitLab is maintained by structured-world, which publishes 4 MCP servers (41 total versions) tracked on MCP Toplist.
Is GitLab an official MCP server?
GitLab is not on the Official MCP Registry. It is listed on PulseMCP.
How many versions does GitLab have?
GitLab ships as a single rolling release with no explicit version metadata.
Where can I find the source code for GitLab?
The source code for GitLab is hosted at github.com/structured-world/gitlab-mcp.
EXPLORE