CodePanel in ChatGPT
ChatGPT reads CodePanel reviews and rates findings in chat through a remote MCP server, while a coding agent pushes the fixes.
Updated
ChatGPT runs on the web, the desktop app and mobile. With CodePanel it is where a person asks about a review in plain language: what the panel found on a pull request, why a finding was raised, or to rate one as fixed. Through the connector it reads and rates; the fixes come from a coding agent, such as Codex.
How ChatGPT connects
ChatGPT connects through a remote MCP server at https://codepanel.ai/mcp. The steps are in Claude and ChatGPT apps.
ChatGPT features for the review loop
| Feature | What the docs say | Source |
|---|---|---|
| Maker | OpenAI | developers.openai.com |
| Runs in | the web, the desktop app and mobile | learn.chatgpt.com |
| MCP | Remote servers over streamable HTTP, added as a custom MCP server under Plugins, with OAuth 2.1 | developers.openai.com, page 2 |
| Models | OpenAI's GPT models. Prices: OpenAI. | learn.chatgpt.com |
Each row was checked on 2026-10-17 against the maker's docs it cites. A feature with no row is one those docs don't describe.