eLyiN/codex-bridge

Codex Bridge

A lightweight MCP (Model Context Protocol) server that enables AI coding assistants to interact with OpenAI's Codex AI through the official CLI. Works with Claude Code, Cursor, VS Code, and other MCP-compatible clients. Designed for simplicity, reliability, and seamless integration.

✨ Features

• Direct Codex CLI Integration: Zero API costs using official Codex CLI
• Simple MCP Tools: Two core functions for basic queries and file analysis
• Stateless Operation: No sessions, caching, or complex state management
• Production Ready: Robust error handling with configurable timeouts (default: 90 seconds)
• Minimal Dependencies: Only requires mcp>=1.0.0 and Codex CLI
• Easy Deployment: Support for both uvx and traditional pip installation
• Universal MCP Compatibility: Works with any MCP-compatible AI coding assistant

🚀 Quick Start

Prerequisites

1. Install Codex CLI:

   npm install -g @openai/codex-cli
   

2. Authenticate with Codex:

   codex
   

3. Verify installation:

   codex --version
   

Installation

🎯 Recommended: PyPI Installation

# Install from PyPI
pip install codex-bridge

# Add to Claude Code with uvx (recommended)
claude mcp add codex-bridge -s user -- uvx codex-bridge

Alternative: From Source

# Clone the repository
git clone https://github.com/shelakh/codex-bridge.git
cd codex-bridge

# Build and install locally
uvx --from build pyproject-build
pip install dist/*.whl

# Add to Claude Code
claude mcp add codex-bridge -s user -- uvx codex-bridge

Development Installation

# Clone and install in development mode
git clone https://github.com/shelakh/codex-bridge.git
cd codex-bridge
pip install -e .

# Add to Claude Code (development)
claude mcp add codex-bridge-dev -s user -- python -m src

🌐 Multi-Client Support

Codex Bridge works with any MCP-compatible AI coding assistant - the same server supports multiple clients through different configuration methods.

Supported MCP Clients

• Claude Code ✅ (Default)
• Cursor ✅
• VS Code ✅
• Windsurf ✅
• Cline ✅
• Void ✅
• Cherry Studio ✅
• Augment ✅
• Roo Code ✅
• Zencoder ✅
• Any MCP-compatible client ✅

Configuration Examples

# Recommended installation
claude mcp add codex-bridge -s user -- uvx codex-bridge

# Development installation
claude mcp add codex-bridge-dev -s user -- python -m src

{
  "mcpServers": {
    "codex-bridge": {
      "command": "uvx",
      "args": ["codex-bridge"],
      "env": {}
    }
  }
}

{
  "mcpServers": {
    "codex-bridge": {
      "command": "uvx",
      "args": ["codex-bridge"],
      "env": {}
    }
  }
}

{
  "servers": {
    "codex-bridge": {
      "type": "stdio",
      "command": "uvx",
      "args": ["codex-bridge"]
    }
  }
}

{
  "mcpServers": {
    "codex-bridge": {
      "command": "uvx",
      "args": ["codex-bridge"],
      "env": {}
    }
  }
}

{
  "mcpServers": {
    "codex-bridge": {
      "command": "uvx",
      "args": ["codex-bridge"],
      "env": {}
    }
  }
}

{
  "mcpServers": {
    "codex-bridge": {
      "command": "uvx",
      "args": ["codex-bridge"],
      "env": {}
    }
  }
}

"augment.advanced": { 
  "mcpServers": [ 
    { 
      "name": "codex-bridge", 
      "command": "uvx", 
      "args": ["codex-bridge"],
      "env": {}
    }
  ]
}

{
  "mcpServers": {
    "codex-bridge": {
      "command": "uvx",
      "args": ["codex-bridge"],
      "env": {}
    }
  }
}

{
  "command": "uvx",
  "args": ["codex-bridge"],
  "env": {}
}

{
  "command": "codex-bridge",
  "args": [],
  "env": {}
}

{
  "command": "python",
  "args": ["-m", "src"],
  "env": {},
  "cwd": "/path/to/codex-bridge"
}

{
  "command": "npx",
  "args": ["codex-bridge"],
  "env": {}
}

Universal Usage

Once configured with any client, use the same two tools:

1. Ask general questions: "What authentication patterns are used in this codebase?"
2. Analyze specific files: "Review these auth files for security issues"

The server implementation is identical - only the client configuration differs!

⚙️ Configuration

Timeout Configuration

By default, Codex Bridge uses a 90-second timeout for all CLI operations. For longer queries (large files, complex analysis), you can configure a custom timeout using the CODEX_TIMEOUT environment variable.

Git Repository Check

By default, Codex CLI requires being inside a Git repository or trusted directory. If you need to use Codex Bridge in directories that aren't Git repositories, you can set the CODEX_SKIP_GIT_CHECK environment variable.

⚠️ Security Warning: Only enable this flag in trusted environments where you control the directory structure.

Example configurations:

# Add with custom timeout (120 seconds)
claude mcp add codex-bridge -s user --env CODEX_TIMEOUT=120 -- uvx codex-bridge

# Add with git repository check disabled (for non-git directories)
claude mcp add codex-bridge -s user --env CODEX_SKIP_GIT_CHECK=true -- uvx codex-bridge

# Add with both configurations
claude mcp add codex-bridge -s user --env CODEX_TIMEOUT=120 --env CODEX_SKIP_GIT_CHECK=true -- uvx codex-bridge

{
  "mcpServers": {
    "codex-bridge": {
      "command": "uvx",
      "args": ["codex-bridge"],
      "env": {
        "CODEX_TIMEOUT": "120",
        "CODEX_SKIP_GIT_CHECK": "true"
      }
    }
  }
}

Configuration Options:

CODEX_TIMEOUT:

• Default: 90 seconds (if not configured)
• Range: Any positive integer (seconds)
• Recommended: 60-120 seconds for most queries, 120-300 for large file analysis
• Invalid values: Fall back to 90 seconds with warning

CODEX_SKIP_GIT_CHECK:

• Default: false (Git repository check enabled)
• Valid values: "true", "1", "yes" (case-insensitive) to disable the check
• Use case: Working in directories that are not Git repositories
• Security: Only use in trusted directories you control

🛠️ Available Tools

consult_codex

Direct CLI bridge for simple queries with structured JSON output by default.

Parameters:

• query (string): The question or prompt to send to Codex
• directory (string): Working directory for the query (default: current directory)
• format (string): Output format - "text", "json", or "code" (default: "json")
• timeout (int, optional): Timeout in seconds (recommended: 60-120, default: 90)

Example:

consult_codex(
    query="Find authentication patterns in this codebase",
    directory="/path/to/project",
    format="json",  # Default format
    timeout=90      # Default timeout
)

consult_codex_with_stdin

CLI bridge with stdin content for pipeline-friendly execution.

Parameters:

• stdin_content (string): Content to pipe as stdin (file contents, diffs, logs)
• prompt (string): The prompt to process the stdin content
• directory (string): Working directory for the query
• format (string): Output format - "text", "json", or "code" (default: "json")
• timeout (int, optional): Timeout in seconds (recommended: 60-120, default: 90)

consult_codex_batch

Batch processing for multiple queries - perfect for CI/CD automation.

Parameters:

• queries (list): List of query dictionaries with 'query' and optional 'timeout'
• directory (string): Working directory for all queries
• format (string): Output format - currently only "json" supported for batch

Example:

consult_codex_with_stdin(
    stdin_content=open("src/auth.py").read(),
    prompt="Analyze this auth file and suggest improvements",
    directory="/path/to/project",
    format="json",  # Default format
    timeout=120     # Custom timeout for complex analysis
)

📋 Usage Examples

Basic Code Analysis

# Simple research query
consult_codex(
    query="What authentication patterns are used in this project?",
    directory="/Users/dev/my-project"
)

Detailed File Review

# Analyze specific files
with open("/Users/dev/my-project/src/auth.py") as f:
    auth_content = f.read()
    
consult_codex_with_stdin(
    stdin_content=auth_content,
    prompt="Review this file and suggest security improvements",
    directory="/Users/dev/my-project",
    format="json",  # Structured output
    timeout=120     # Allow more time for detailed analysis
)

Batch Processing

# Process multiple queries at once
consult_codex_batch(
    queries=[
        {"query": "Analyze authentication patterns", "timeout": 60},
        {"query": "Review database implementations", "timeout": 90},
        {"query": "Check security vulnerabilities", "timeout": 120}
    ],
    directory="/Users/dev/my-project",
    format="json"  # Always JSON for batch processing
)

🏗️ Architecture

Core Design

• CLI-First: Direct subprocess calls to codex command
• Stateless: Each tool call is independent with no session state
• Configurable Timeout: 90-second default execution time (configurable)
• Structured Output: JSON format by default for better integration
• Simple Error Handling: Clear error messages with fail-fast approach

Project Structure

codex-bridge/
├── src/
│   ├── __init__.py              # Entry point
│   ├── __main__.py              # Module execution entry point
│   └── mcp_server.py            # Main MCP server implementation
├── .github/                     # GitHub templates and workflows
├── pyproject.toml              # Python package configuration
├── README.md                   # This file
├── CONTRIBUTING.md             # Contribution guidelines
├── CODE_OF_CONDUCT.md          # Community standards
├── SECURITY.md                 # Security policies
├── CHANGELOG.md               # Version history
└── LICENSE                    # MIT license

🔧 Development

Local Testing

# Install in development mode
pip install -e .

# Run directly
python -m src

# Test CLI availability
codex --version

Integration with Claude Code

The server automatically integrates with Claude Code when properly configured through the MCP protocol.

🔍 Troubleshooting

CLI Not Available

# Install Codex CLI
npm install -g @openai/codex-cli

# Authenticate
codex auth login

# Test
codex --version

Connection Issues

• Verify Codex CLI is properly authenticated
• Check network connectivity
• Ensure Claude Code MCP configuration is correct
• Check that the codex command is in your PATH

Common Error Messages

• "CLI not available": Codex CLI is not installed or not in PATH
• "Authentication required": Run codex auth login
• "Timeout after X seconds": Query took too long, try increasing timeout or breaking into smaller parts

🤝 Contributing

We welcome contributions from the community! Please read our for details on how to get started.

Quick Contributing Guide

1. Fork the repository
2. Create a feature branch
3. Make your changes
4. Add tests if applicable
5. Submit a pull request

📄 License

This project is licensed under the MIT License - see the file for details.

🔄 Version History

See for detailed version history.

🆘 Support

• Issues: Report bugs or request features via GitHub Issues
• Discussions: Join the community discussion
• Documentation: Additional docs can be created in the docs/ directory

Focus: A simple, reliable bridge between Claude Code and Codex AI through the official CLI.