This guide details how to connect GitLab's platform to an AI coding assistant like Claude Code using the zereight/gitlab-mcp server. It emphasizes a secure method of handling API access tokens by storing them in shell environment variables rather than directly in configuration files. The process involves creating a GitLab Personal Access Token, correctly identifying the GitLab API URL, exporting these variables in shell profiles for Bash or Zsh, and verifying the token's validity before proceeding with the MCP server setup. AI
IMPACT Enables AI coding assistants to access and process GitLab project data, improving developer workflows.
RANK_REASON Guide on integrating a specific tool (zereight/gitlab-mcp) with an AI coding assistant (Claude Code) for a specific platform (GitLab).
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