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GitLab MCP Server

local only

GitLab MCP Server runs on your own machine — the client starts it, so there is no endpoint to ping. 251 654 installs a week from npm. Last commit 2 Nov 2026.

GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.

Installs per day peak 54 239 · avg 20 825 · +142% w/w
a month agotoday
251 654
Installs / week
npm · @zereight/mcp-gitlab
2 080
Stars
7 open issues
2 Nov 2026
Last commit
95 releases in 90 days
MIT
License
TypeScript

What the code does

We read the source, 20 h ago · rules 995398eba69f

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

Known vulnerability in the package @zereight/mcp-gitlab · GHSA-2h44-8472-frjj
Known vulnerability in the package @zereight/mcp-gitlab · GHSA-cv3r-c5h8-f4g5
Known vulnerability in the package @zereight/mcp-gitlab · GHSA-5648-rgj9-v224
Known vulnerability in the package @zereight/mcp-gitlab · GHSA-vmp7-252j-cwp7

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

Three servers free · no card

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

run in your terminal
claude mcp add gitlab-mcp -- npx -y @zereight/mcp-gitlab
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "gitlab-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@zereight/mcp-gitlab"
      ]
    }
  }
}
~/.codex/config.toml
[mcp_servers.gitlab-mcp]
command = "npx"
args = ["-y", "@zereight/mcp-gitlab"]
.cursor/mcp.json
{
  "mcpServers": {
    "gitlab-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@zereight/mcp-gitlab"
      ]
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "gitlab-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@zereight/mcp-gitlab"
      ]
    }
  }
}

Optional settings from the registry entry, left out of the block above: GITLAB_PERSONAL_ACCESS_TOKEN (GitLab personal access token for local stdio use. A non-empty value overrides GITLAB_PERSONAL_ACCESS_TOKEN_FILE. One of this token, GITLAB_PERSONAL_ACCESS_TOKEN_FILE, GITLAB_JOB_TOKEN, GITLAB_AUTH_COOKIE_PATH, or GITLAB_USE_OAUTH=true must be set. Create a token with the GitLab scopes the tools need, such as api or read_api), GITLAB_PERSONAL_ACCESS_TOKEN_FILE (Path to a file that contains the personal access token. Read once at startup and trimmed. Ignored when GITLAB_PERSONAL_ACCESS_TOKEN or --token is non-empty. A missing, unreadable, or empty file stops startup. Does not replace job token, OAuth, cookie, or remote authorization), GITLAB_JOB_TOKEN (Optional GitLab CI job token to use instead of a personal access token when running inside GitLab CI), GITLAB_AUTH_COOKIE_PATH (Optional path to a GitLab authentication cookie file for cookie-based authentication), GITLAB_USE_OAUTH (Set to true to start with GitLab OAuth instead of a personal access token, job token, or cookie file), GITLAB_OAUTH_CLIENT_ID (GitLab OAuth application ID. When GITLAB_USE_OAUTH=true, set this or GITLAB_OAUTH_TOKEN_SCRIPT), GITLAB_OAUTH_TOKEN_SCRIPT (Command that prints an OAuth access token. When GITLAB_USE_OAUTH=true, set this or GITLAB_OAUTH_CLIENT_ID), GITLAB_API_URL (GitLab API base URL. Use https://gitlab.com/api/v4 for GitLab.com or your self-managed GitLab API URL), GITLAB_ALLOWED_PROJECT_IDS (Optional comma-separated list of GitLab project IDs that this server is allowed to access), GITLAB_PERMISSION_MODE (Tool exposure. Allowed values are readonly, modify, and full. Unset uses full. readonly keeps read-only tools. modify blocks delete and teardown tools), GITLAB_TOOLSETS (Optional comma-separated list of toolsets to enable, such as projects, issues, merge_requests, pipelines, releases, users, groups, wiki, or search), GITLAB_TOOLS (Optional comma-separated list of individual tool names to add on top of enabled toolsets), GITLAB_DENIED_TOOLS_REGEX (Optional regular expression used to hide matching tools from the server), GITLAB_TOOL_POLICY_APPROVE (Optional comma-separated list of tool names that require explicit approval before execution), GITLAB_TOOL_POLICY_HIDDEN (Optional comma-separated list of tool names to hide from tools/list), NODE_TLS_REJECT_UNAUTHORIZED (Set to 0 only when you intentionally need to connect to a GitLab instance with invalid or self-signed TLS certificates), GITLAB_CA_CERT_PATH (Optional path to a custom CA certificate file for self-managed GitLab instances), GITLAB_MASKING_ENABLED (Set to true to mask text tool results and returned errors using built-in or configured rules), GITLAB_MASKING_CONFIG (Optional path to a response-masking JSON configuration file), GITLAB_MASKING_POLICY_FILE (Optional protected server-owned JSON file containing managed masking policies), GITLAB_MASKING_WORKSPACE_DIR (Directory used to resolve response-masking configuration paths).

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GitLab MCP Server — questions

Answers built from our own checks of this server.

Why is there no uptime for GitLab MCP Server?
GitLab MCP Server runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the npm package @zereight/mcp-gitlab was installed 251 654 times last week.
How do I connect GitLab MCP Server?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It runs locally, so the command pulls @zereight/mcp-gitlab straight from npm; nothing to host, nothing to sign up for.
How many people use GitLab MCP Server?
The npm package @zereight/mcp-gitlab was installed 251 654 times in the last week. Week over week that is +142%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is GitLab MCP Server open source?
Yes — it is published under the MIT licence, written in TypeScript, 2 080 stars on GitHub and 7 open issues. The source link is on this page, so you can read exactly what it does with your data before you connect it.