This guide explains how to use @zereight/mcp-gitlab with Codex.
Codex supports MCP in two main ways:
codex mcp addfrom the CLIconfig.tomlin~/.codex/config.tomlor project.codex/config.toml
- Codex installed
- Node.js available in your shell
- GitLab access via either:
- Personal Access Token (PAT), or
- OAuth for compatible remote MCP servers
For this local stdio server, PAT is the simplest path.
Use an API URL, not the web root:
https://gitlab.com/api/v4https://your-gitlab.example.com/api/v4
Install the server once:
brew install zereight/gitlab-mcp/zereight-mcp-gitlabOr with npm:
npm install -g @zereight/mcp-gitlabIf Codex cannot find zereight-mcp-gitlab, use the absolute path from which zereight-mcp-gitlab.
PAT example:
codex mcp add gitlab \
--env GITLAB_PERSONAL_ACCESS_TOKEN=glpat-your-token \
--env GITLAB_API_URL=https://gitlab.com/api/v4 \
-- zereight-mcp-gitlabOptional extra environment variables:
--env GITLAB_READ_ONLY_MODE=true
--env USE_GITLAB_WIKI=true
--env USE_MILESTONE=true
--env USE_PIPELINE=trueCodex stores MCP config in:
~/.codex/config.toml- or project-scoped
.codex/config.toml
Example:
[mcp_servers.gitlab]
command = "zereight-mcp-gitlab"
[mcp_servers.gitlab.env]
GITLAB_PERSONAL_ACCESS_TOKEN = "glpat-your-token"
GITLAB_API_URL = "https://gitlab.com/api/v4"
GITLAB_READ_ONLY_MODE = "false"Useful commands:
codex mcp --helpIn the Codex TUI, use:
/mcp
to see active MCP servers.
List my GitLab projects and recent merge requests.
Wrong:
https://gitlab.com
Correct:
https://gitlab.com/api/v4
Use a token with at least:
read_apifor read-only workflowsapifor write workflows
Codex supports OAuth for remote MCP flows, but for this local stdio GitLab setup, PAT is the most reliable starting point.
If zereight-mcp-gitlab is not available in the environment where Codex launches subprocesses, use the full command path from which zereight-mcp-gitlab or ensure npm's global bin directory is on your PATH.