SERVER

gitlab-ci-mcp

Rank #51,280

io.github.mshegolev/gitlab-ci-mcp

GitLab CI/CD MCP — pipelines, jobs, schedules, MRs, files. Any GitLab (SaaS or self-hosted).

1 version

2 GitHub stars

by mshegolev (8 servers)View repository ↗

Listed & last published

Apr 17, 2026

PURPOSE

What you can do with gitlab-ci-mcp

gitlab-ci-mcp is a Model Context Protocol (MCP) server published by mshegolev. It ranks #51,280 of 144,396 active servers on MCP Toplist, and its repository has 2 GitHub stars. gitlab-ci-mcp is listed across 3 registries — Official MCP, PulseMCP and Glama, with 1 tracked version. It was first listed on Apr 17, 2026 and most recently updated on Apr 17, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What gitlab-ci-mcp can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using gitlab-ci-mcp

DeclaredAPI keyCredentials declared

The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.

Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

GITLAB_URL · required
GITLAB_TOKEN · required
GITLAB_PROJECT_PATH · optional
GITLAB_SSL_VERIFY · optional

INSTALLATION AND FIRST TASK

Connect gitlab-ci-mcp and confirm it works

Python package (PyPI)

claude mcp add gitlab-ci-mcp -e "GITLAB_URL=<your GITLAB_URL>" -e "GITLAB_TOKEN=<your GITLAB_TOKEN>" -e "GITLAB_PROJECT_PATH=<your GITLAB_PROJECT_PATH>" -e "GITLAB_SSL_VERIFY=<your GITLAB_SSL_VERIFY>" -- uvx gitlab-ci-mcp

Replace each placeholder with your own value before saving.

Python package (PyPI)

[mcp_servers.gitlab-ci-mcp]
command = "uvx"
args = ["gitlab-ci-mcp"]

[mcp_servers.gitlab-ci-mcp.env]
GITLAB_URL = "<your GITLAB_URL>"
GITLAB_TOKEN = "<your GITLAB_TOKEN>"
GITLAB_PROJECT_PATH = "<your GITLAB_PROJECT_PATH>"
GITLAB_SSL_VERIFY = "<your GITLAB_SSL_VERIFY>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "gitlab-ci-mcp": {
      "command": "uvx",
      "args": [
        "gitlab-ci-mcp"
      ],
      "env": {
        "GITLAB_URL": "<your GITLAB_URL>",
        "GITLAB_TOKEN": "<your GITLAB_TOKEN>",
        "GITLAB_PROJECT_PATH": "<your GITLAB_PROJECT_PATH>",
        "GITLAB_SSL_VERIFY": "<your GITLAB_SSL_VERIFY>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "gitlab-ci-mcp": {
      "command": "uvx",
      "args": [
        "gitlab-ci-mcp"
      ],
      "env": {
        "GITLAB_URL": "<your GITLAB_URL>",
        "GITLAB_TOKEN": "<your GITLAB_TOKEN>",
        "GITLAB_PROJECT_PATH": "<your GITLAB_PROJECT_PATH>",
        "GITLAB_SSL_VERIFY": "<your GITLAB_SSL_VERIFY>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "servers": {
    "gitlab-ci-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "gitlab-ci-mcp"
      ],
      "env": {
        "GITLAB_URL": "<your GITLAB_URL>",
        "GITLAB_TOKEN": "<your GITLAB_TOKEN>",
        "GITLAB_PROJECT_PATH": "<your GITLAB_PROJECT_PATH>",
        "GITLAB_SSL_VERIFY": "<your GITLAB_SSL_VERIFY>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "gitlab-ci-mcp": {
      "command": "uvx",
      "args": [
        "gitlab-ci-mcp"
      ],
      "env": {
        "GITLAB_URL": "<your GITLAB_URL>",
        "GITLAB_TOKEN": "<your GITLAB_TOKEN>",
        "GITLAB_PROJECT_PATH": "<your GITLAB_PROJECT_PATH>",
        "GITLAB_SSL_VERIFY": "<your GITLAB_SSL_VERIFY>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "gitlab-ci-mcp": {
      "command": "uvx",
      "args": [
        "gitlab-ci-mcp"
      ],
      "env": {
        "GITLAB_URL": "<your GITLAB_URL>",
        "GITLAB_TOKEN": "<your GITLAB_TOKEN>",
        "GITLAB_PROJECT_PATH": "<your GITLAB_PROJECT_PATH>",
        "GITLAB_SSL_VERIFY": "<your GITLAB_SSL_VERIFY>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by mshegolev

View all mshegolev servers →

No task-specific alternatives are catalogued for gitlab-ci-mcpyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: Apr 17, 2026
Latest version published: Apr 17, 2026
Version history: 1 version tracked (below)
Requirements evidence: Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
Profile checked: Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of: Oct 16, 2026

Registry sightings

Official MCP ↗listed since Apr 25, 2026 · still listed
PulseMCP ↗listed since Jun 4, 2026 · still listed
Glama ↗listed since Jun 4, 2026 · still listed

Do you maintain gitlab-ci-mcp? to correct or enrich this profile.

VERSIONS

Available versions (1)

Version	Published
0.5.1	Apr 17, 2026

STANDING

#51,280of 144,396 active serversTop 50%

Ranks ahead of 93,116 of 144,396 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.mshegolev%2Fgitlab-ci-mcp.svg)](https://mcptoplist.com/server/io.github.mshegolev%2Fgitlab-ci-mcp)

HTML

<a href="https://mcptoplist.com/server/io.github.mshegolev%2Fgitlab-ci-mcp"><img src="https://mcptoplist.com/badge/io.github.mshegolev%2Fgitlab-ci-mcp.svg" alt="MCP Toplist: Top 50% of 144,396" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains gitlab-ci-mcp?: gitlab-ci-mcp is maintained by mshegolev, which publishes 8 MCP servers (23 total versions) tracked on MCP Toplist.
Is gitlab-ci-mcp listed on the Official MCP Registry?: Yes — gitlab-ci-mcp is listed on the Official MCP Registry, alongside PulseMCP and Glama.
How many versions does gitlab-ci-mcp have?: MCP Toplist tracks 1 version of gitlab-ci-mcp, most recently published on Apr 17, 2026.
Where can I find the source code for gitlab-ci-mcp?: The source code for gitlab-ci-mcp is hosted at github.com/mshegolev/gitlab-ci-mcp.

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