Codex MCP Server
C

Codex MCP Server

The Codex MCP Tool is an open-source MCP server that connects the IDE or AI assistant to the Codex CLI, supporting non-interactive automation, secure sandbox editing, and large-scale code analysis. It provides progress streaming updates and a structured change mode.
2.5 points
8.3K

What is the Codex MCP Tool?

The Codex MCP Tool is an open-source model context protocol server that connects your development environment (such as AI assistants like Claude and Cursor) to OpenAI's Codex CLI. With this tool, you can interact directly with Codex in your editor to perform operations such as code analysis, automatic refactoring, and documentation generation without leaving your development environment.

How to use the Codex MCP Tool?

It's very simple to use: After installing Node.js and the Codex CLI, configure the MCP server with a single command, and then interact with Codex using natural language in your AI assistant. It supports features like file referencing, sandbox mode, and secure editing.

Use cases

Software development-related tasks such as code review and refactoring, automated code repair, technical documentation generation, codebase analysis, CI/CD process automation, technical brainstorming, and idea generation.

Main Features

Intelligent Code Analysis
Through the @ file reference syntax, Codex can analyze the entire codebase, understand the architecture, identify issues, and provide improvement suggestions. It supports large-scale code analysis without manual copy-pasting.
Secure Sandbox Editing
Provides multi-layer security controls, including read-only mode, workspace write mode, and full access mode. Supports user approval policies to ensure that code modifications are secure and controllable.
Non-Interactive Automation
Automated script execution is achieved through the codex exec command, supporting batch processing and CI/CD integration. Complex tasks can be completed without manual intervention.
Structured Change Output
In change mode, Codex provides structured output in the OLD/NEW patch format, clearly showing the differences before and after code modifications, which is convenient for code review.
Multi-Model Support
Supports multiple AI models, including gpt-5-codex (code optimization), gpt-5 (general inference), o3 (deep inference), etc. Choose the most suitable model according to different tasks.
Intelligent Brainstorming
Integrates multiple creative methodologies (SCAMPER, design thinking, lateral thinking, etc.) to help generate innovative ideas and conduct feasibility analysis.
Cross-Platform Compatibility
Fully supports Windows, macOS, and Linux systems. Uses cross-spawn to ensure stable operation on all platforms.
Advantages
Seamless integration with the development environment, no need to switch tools
Supports natural language interaction, reducing the usage threshold
Multi-layer security controls to protect code security
Real-time progress feedback, making operations transparent and controllable
Supports large-scale codebase analysis
Cross-platform compatibility, easy to deploy
Limitations
Requires installation of Node.js and Codex CLI dependencies
Some advanced features require a Codex subscription
Large-scale analysis may take a long time
Unstable network connections may affect performance

How to Use

Environment Preparation
Ensure that Node.js (version v18.0.0 or higher) and the Codex CLI are installed on your system. The Codex CLI needs to be globally installed via npm and authenticated.
Quick Installation
Use the one-click installation command in Claude Code or run the MCP server directly via NPX.
Configure the MCP Client
Add the MCP server configuration to the Claude Desktop configuration file and then restart the client.
Start Using
In the AI assistant interface, interact with Codex using natural language or use dedicated slash commands.

Usage Examples

Code Review and Analysis
Use Codex to automatically review code quality, identify potential issues, and improvement opportunities
Automated Refactoring
Safely automate code refactoring tasks, such as renaming, method extraction, algorithm optimization, etc.
Technical Documentation Generation
Automatically generate technical documentation, API documentation, or architecture descriptions based on the codebase
Creative Brainstorming
Use multiple methodologies to generate technical solutions or product ideas
Dependency and Security Analysis
Analyze project dependencies, identify security vulnerabilities, and outdated packages

Frequently Asked Questions

What's the difference between the Codex MCP Tool and directly using the Codex CLI?
What should I do if I get a'spawn codex ENOENT' error during installation?
How to control Codex's file access permissions?
Which AI models are supported? How to choose?
What should I do if there is a timeout when processing a large codebase?
How to use the @ file reference syntax?
What are the advantages of the change mode (changeMode)?

Related Resources

GitHub Code Repository
Get the latest source code, submit issues, and participate in development
npm Package Page
View package versions, download statistics, and installation instructions
Codex CLI Official Documentation
Learn about the complete functions and configuration options of the Codex CLI
MCP Protocol Specification
Learn the technical specifications of the Model Context Protocol
Question Discussion Area
Report bugs, request features, or participate in technical discussions

Installation

Copy the following command to your Client for configuration
{
  "mcpServers": {
    "codex-cli": {
      "command": "npx",
      "args": ["-y", "@cexll/codex-mcp-server"]
    }
  }
}

{
  "mcpServers": {
    "codex-cli": {
      "command": "codex-mcp"
    }
  }
}
Note: Your key is sensitive information, do not share it with anyone.

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