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Integration · Codex CLI (OpenAI)

Add GSC PAP to OpenAI Codex CLI

4 steps · about 4 minutes

Codex CLI is OpenAI's terminal coding agent. From version 0.30+ it speaks the Model Context Protocol natively over Streamable HTTP, which means external tools, like your Search Console data via GSC PAP, can be plugged in through a single TOML config block.

This guide walks through every step from a fresh Codex install to your first SEO query. About four minutes end-to-end.

Steps

  1. 1

    Install Codex CLI

    If you have not already, install Codex CLI from openai.com or via the package manager for your platform. Sign in with `codex login` using your OpenAI account. Verify with `codex --version` (>= 0.30).

  2. 2

    Sign in to GSC PAP and copy your token

    Visit gscpap.com and click "Sign in with Google." Grant the read-only Search Console + GA4 scopes. After the OAuth callback, the connect page shows a one-time bearer token, copy it now.

  3. 3

    Edit ~/.codex/config.toml

    Open the Codex config file. Add an `[mcp_servers.gsc-pap]` block with the URL and a reference to an env var for the bearer token. The env-var pattern keeps the secret out of your dotfiles.

    toml
    [mcp_servers.gsc-pap]
    url = "https://mcp.gscpap.com/mcp"
    bearer_token_env_var = "GSC_PAP_TOKEN"
  4. 4

    Export the token and restart Codex

    Add `GSC_PAP_TOKEN=<paste-here>` to your shell rc file (`~/.zshrc` / `~/.bashrc`) so it persists across sessions. Source the rc, then run `codex` and ask: "What sites are in my Search Console?" Codex calls list_sites and replies with your verified properties.

    shell
    echo 'export GSC_PAP_TOKEN="paste-your-token-here"' >> ~/.zshrc
    source ~/.zshrc
    codex

Common gotchas

  • ·Codex resolves the env var at process start. If you exported it in one terminal but launched Codex in another, the var is missing. Either re-source your rc or use a terminal multiplexer that inherits env.
  • ·If `codex mcp list` doesn't show gsc-pap, run `codex mcp add` interactive flow to verify the URL is reachable. The most common cause is a typo in the TOML (missing closing quote, etc.).
  • ·Codex IDE extension (the VS Code variant) reads the same `~/.codex/config.toml`. Edit once, available in both surfaces.
  • ·Token expired or 401: mint a new bearer at /account/tokens. Old tokens stay valid until you revoke them, so you can rotate without breaking other clients.

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Done. Your AI client now has access to your Search Console data.

Got stuck? Email support@gscpap.com with the error and we will revise the guide.