Files
codex/sdk/python
thomas 61dc1d97f6 Add MCP client conformance regression gates (#36810)
## What changed

- Add a harness that runs the Codex executable against a pinned official MCP
  client conformance suite across shipping, intermediate, and modern protocol
  versions, HTTP and stdio transports, and OAuth scenarios.
- Add a separate app-server regression matrix for transport, security, schema,
  pagination, SSE, multi-round request, and catalog-boundary behavior.
- Check both suites against committed baselines so previously passing or
  required checks cannot disappear or newly fail, while keeping known failures
  visible in complete reports.
- Run the fixture self-tests and both executable-level gates from the Python
  and TypeScript SDK test workflows.

## Testing

- Add unit tests for the fixture server, official-suite adapter, conformance
  runner, baseline comparison, and reviewer regression runner.

GitOrigin-RevId: de59f039294e34ed72873d9f6940b52e89172c0d
2026-08-03 23:20:41 +00:00
..

OpenAI Codex Python SDK

Build Python applications that start Codex threads, run turns, stream progress, and control workspace access.

Install

Install the SDK:

pip install openai-codex

Quickstart

The SDK reuses your existing Codex authentication when one is already available:

from openai_codex import Codex

with Codex() as codex:
    thread = codex.thread_start()
    result = thread.run("Explain this repository in three bullets.")
    print(result.final_response)

thread.run(...) returns a TurnResult containing the final response, collected items, and token usage.

Authentication

Existing Codex authentication is reused automatically. To start ChatGPT browser login explicitly:

from openai_codex import Codex

with Codex() as codex:
    login = codex.login_chatgpt()
    print(login.auth_url)
    print(login.wait().success)

For device-code login:

with Codex() as codex:
    login = codex.login_chatgpt_device_code()
    print(login.verification_url, login.user_code)
    login.wait()

For API-key login:

with Codex() as codex:
    codex.login_api_key("sk-...")

Built-In Help

Use Python's standard help(openai_codex), help(Codex), or python -m pydoc openai_codex documentation tools.

Documentation

The package is licensed under the repository Apache License 2.0.