Codex Consultant

Codex Consultant MCP Server

An MCP (Model Context Protocol) server that enables Claude Code to consult with OpenAI's Codex for second opinions on code, implementations, and reviews.

What is This?

This is a bridge between Claude Code and OpenAI's Codex CLI. It provides two powerful tools that Claude Code can use:

• ask_codex - Get a second opinion from OpenAI Codex on code, plans, or implementations
• codex_review - Have OpenAI Codex review code changes, files, or snippets

Think of it as getting a peer review from another AI assistant while working with Claude Code.

Features

• 🔍 Smart Context Handling - Automatically reads file contents when file paths are provided
• 📊 Git Integration - Review current git changes with "current changes" or "git diff"
• 📁 File Support - Pass file paths directly for review or context
• 🎯 Flexible Reviews - Review specific files, code snippets, or git changes
• ✅ CLI Validation - Checks that Codex CLI is available on startup
• 🔧 Model Selection - Choose between different Codex models (gpt-5-codex, gpt-5, etc.)

Prerequisites

1. OpenAI Codex CLI - You must have the codex command-line tool installed and available in your PATH

- Install from: OpenAI Codex CLI (or your specific Codex CLI source) - Verify installation: codex --version

1. Go 1.21+ - Required to build the server

Installation

1. Build the MCP Server

cd codex-consultant
go mod tidy
go build -o codex-consultant

This creates an executable named codex-consultant in your current directory.

2. Configure Claude Code

Add the MCP server to your Claude Code configuration file at ~/.config/claude/claude_code_config.json:

{
  "mcpServers": {
    "codex-consultant": {
      "command": "/absolute/path/to/codex-consultant"
    }
  }
}

Important: Use the full absolute path to the codex-consultant executable.

3. Restart Claude Code

After updating the configuration, restart Claude Code to load the new MCP server.

Usage

Once configured, Claude Code will automatically have access to the Codex tools. You can use them naturally in conversation:

Ask Codex for Opinions

"Can you use ask_codex to get OpenAI's perspective on this rate limiter implementation?"

"Ask Codex what it thinks about using channels vs mutexes here"

"Get a second opinion from Codex on my error handling approach"

Review Code with Codex

"Use codex_review to review the current changes"

"Have Codex review the authentication.go file for security issues"

"Ask Codex to review this code snippet for performance problems"

Tool Reference

ask_codex

Get a second opinion from OpenAI Codex on code, plans, or implementations.

Parameters:

• prompt (required) - The question or code to ask Codex about
• context (optional) - Additional context or file path to include
• model (optional) - Model to use (default: "gpt-5-codex")

Examples:

ask_codex(
  prompt="Is this the best way to implement a connection pool?",
  context="database.go"
)

ask_codex(
  prompt="Review this algorithm",
  context="func quickSort(...) { ... }",
  model="gpt-5"
)

codex_review

Have OpenAI Codex review code changes, files, or implementation plans.

Parameters:

• target (required) - What to review:

- "current changes" or "git diff" - Reviews uncommitted git changes - File path (e.g., "main.go") - Reviews the entire file - Code snippet - Reviews the provided code directly

• focus (optional) - Specific areas to focus on (default: "code quality, bugs, and best practices")

Examples:

codex_review(
  target="current changes",
  focus="security vulnerabilities"
)

codex_review(
  target="src/auth/middleware.go",
  focus="performance and error handling"
)

codex_review(
  target="func processPayment() { ... }",
  focus="edge cases and validation"
)

How It Works

1. Claude Code calls the MCP tool (e.g., ask_codex)
2. The MCP server processes the request:

- Validates parameters - Reads files if paths are provided - Gets git diffs if "current changes" is specified - Formats the prompt for Codex

1. Executes codex exec with the formatted prompt
2. Returns Codex's response back to Claude Code

Troubleshooting

"Codex CLI validation failed"

• Ensure codex is installed: which codex
• Verify it's executable: codex --version
• Check that it's in your PATH

"Failed to get git diff"

• Ensure you're in a git repository
• Check that git is installed: git --version

"Failed to read file"

• Verify the file path is correct
• Ensure the file exists and is readable
• Use absolute paths or paths relative to Claude Code's working directory

Development

Project Structure

codex-consultant/
├── codex-consultant.go  # Main server implementation
├── go.mod              # Go module definition
├── go.sum              # Go dependencies
└── README.md           # This file

Building for Development

go build -o codex-consultant
./codex-consultant  # Test directly (will run as MCP stdio server)

License

MIT

Contributing

Contributions are welcome! Please feel free to submit issues or pull requests.