Hi everyone,
I built an open-source browser extension called ThinkReview that adds AI-powered code reviews directly on Bitbucket pull request pages, so you can get AI analysis without leaving the PR and without wiring up heavy integrations.
Source code

What it does
- Detects when you’re on a Bitbucket PR and shows a review panel in the page
- Summarizes changes, highlights risks, and suggests improvements (depending on the model you use)
- Includes a chat-style flow so you can chat with your PR
- Supports the latest frontier models in the cloud, plus local models via Ollama if you want reviews to stay on your machine
- you can add up to 10 custom agents to review your PR
Bitbucket setup (60 seconds)
- Bitbucket Cloud (
bitbucket.org): install the extension - You will need to generate an API token with scopes (read:repository:bitbucket , read:pullrequestBitbuket)
- Add the api token in the extension (credentials are saved locally in the extension local storage)
- and open a PR — it should work with your normal browser session.
- Bitbucket Data Center / Server / custom domain: add your instance hostname in the extension settings (similar idea to allowlisting a self-hosted domain), then open a PR on that host.
Full step by step :https://thinkreview.dev/docs/bitbucket-integration
If you try it on Bitbucket cloud , I’d love feedback on what works well (and what doesn’t) in real workflows.
Thanks for reading.