# GuDaStudio/codexmcp

Enable seamless collaboration between Claude Code and Codex, transforming from a single agent to multiple agents for significantly enhanced productivity!

Repository: https://github.com/GuDaStudio/codexmcp
Canonical: https://ross.abutalabs.com/products/codexmcp
Homepage: https://code.guda.studio
Language: Python
License: MIT
License Family: permissive
Topics: codex, codex-mcp, codexmcp
Last push: 2026-01-13T11:57:51+00:00

## Health v2 (maintenance only)
Score: 44/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 62, release rhythm 35, longevity 21
- inputs: {"age_days": 301, "days_push": 232, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1999, forks 112 (observed 2026-08-28T04:06:03.782484+00:00)

## What it is
CodexMCP is an MCP server that bridges Claude Code and OpenAI Codex CLI, letting the two AI coding agents collaborate with each other. It adds session persistence, multi-turn dialogue, parallel task execution, and reasoning trace tracking on top of the official Codex MCP integration.

## Use cases
- delegate code generation tasks from Claude Code to Codex
- run multiple Codex tasks in parallel from Claude Code
- maintain multi-turn conversations with Codex across a coding session
- track Codex reasoning details during AI-assisted development
- have one AI agent review another agent's code
- replace the official Codex MCP with a more feature-rich bridge

## When to choose
- you use both Claude Code and Codex CLI and want them to collaborate
- you need parallel Codex task execution or persistent sessions
- you want reasoning traces from Codex calls inside Claude Code

## When to avoid
- you don't use Claude Code or Codex CLI
- you only need a simple one-shot Codex call and prefer the official MCP
- you can't install Python 3.12+ and the uv tool

## Facets
- artifact type: service
- maturity: active
- function: mcp, agent-framework, developer-tools, cli
- domain: large-language-models, developer-tools
- platform: cli, python, cross-platform, windows
- tags: claude-code, codex, multi-agent, session-persistence, parallel-tasks, ai-coding, ai-agents, automation, linux, macos

## Member repositories
- GuDaStudio/codexmcp (main) score 44

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:06:03.782484+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T03:02:09.495876+00:00, confidence not recorded.
  - readme: https://github.com/GuDaStudio/codexmcp (fetched 2026-08-28T04:06:03.782484+00:00, sha 3254d7ba5757)
  - homepage: https://code.guda.studio (fetched 2026-08-29T10:41:54.102006+00:00, sha 8dc0b86ec1b6)
- Data as of 2026-08-30T08:39:29.467469+00:00.