Codex Persistent MCP
An MCP server that implements session persistence through the local codex-cli, enabling MCP calls to create real recoverable sessions and supporting users to continue the conversation later using codex resume.
rating : 2 points
downloads : 5.1K
What is Codex Persistent MCP?
This is a Model Context Protocol (MCP) server specifically designed for the Codex CLI, providing session persistence functionality. When an AI assistant (such as Claude, Antigravity, etc.) invokes Codex via MCP, it creates real persistent sessions that are saved locally. Users can later use the codex resume command at any time to continue the previous conversation.How to use Codex Persistent MCP?
You can add Codex Persistent MCP to your AI assistants (such as Claude Code, Antigravity, etc.) through simple commands. After adding, the AI assistant can invoke Codex via the MCP protocol, and all conversations will be automatically saved as recoverable sessions.Use cases
Suitable for scenarios that require long-term tracking of development conversations, code reviews, project planning, etc. Particularly suitable for development teams, technical documentation writing, code quality reviews, and other workflows that require continuous conversations and context preservation.Main features
Session persistence
All conversations via MCP will create real persistent sessions, which are saved in the session storage of the Codex CLI and support recovery at any time.
Seamless integration
Easily integrate into AI assistants that support MCP, such as Claude Code and Antigravity, without complex configuration.
Session recovery
Users can use the codex resume <session_id> command to recover any session at any time and continue the previous conversation.
Context preservation
The context will not be lost when the server restarts. All contexts are saved in the session storage of the Codex CLI.
Multi-tool support
Provides three main tools: codex_chat, codex_plan, and codex_review to meet different usage scenarios.
Working directory awareness
Automatically identify and manage the working directories of different projects to ensure that sessions are associated with the correct workspaces.
Advantages
True session persistence: All MCP calls create real recoverable sessions
Seamless user experience: Users can continue the conversation through the familiar codex resume command
Context preservation: The conversation history will not be lost when the server restarts
Flexible integration: Supports multiple AI assistants and development environments
Project awareness: Automatically associate sessions with working directories for easy management
Limitations
Depends on Codex CLI: Requires local installation and configuration of Codex CLI
Path configuration: Manual setting of the CODEX_BIN environment variable is required in some environments
Node.js requirement: Requires a Node.js 18+ runtime environment
Session serialization: Requests for the same session need to be processed serially, which may affect concurrent performance
How to use
Install Codex CLI
Ensure that your system has installed Codex CLI (recommended version 0.77.0 or higher).
Add the MCP server to the AI assistant
Select the corresponding command to add the Codex Persistent MCP server according to the AI assistant you are using.
Verify the installation
Verify that the MCP server has been successfully added and is running normally.
Start using
Now your AI assistant can invoke Codex via MCP, and all conversations will be automatically persisted.
Usage examples
Code review workflow
Before submitting code, invoke Codex via the AI assistant for code quality review and create a traceable review session.
Project planning session
Collaborate with the AI assistant to formulate a project development plan, and all discussions are saved as persistent sessions.
Technical question consultation
Consult Codex on complex technical issues and create a long-term technical conversation record.
Frequently Asked Questions
Why do I need to set the CODEX_BIN environment variable?
How can I find the absolute path of codex?
Why do I need to pass the cwd (working directory) parameter?
How can I recover a session created by MCP?
What is the difference between a session created by MCP and a normal Codex session?
Can I override the default model and inference settings?
Related resources
Codex CLI official documentation
Complete usage documentation and API reference for Codex CLI
Model Context Protocol specification
Official specification and implementation guide for the MCP protocol
Codex Persistent MCP source code
GitHub repository for this project, containing the complete source code
Claude Code MCP guide
Detailed guide on how to use the MCP server in Claude Code

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