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CodePress Review

CodePress Review is an open-source GitHub Action that performs automatic inline pull-request reviews with large language models.

Place
#37 of 47
Score
5.8
CodePress Review's website

What CodePress Review is

CodePress Review is an open-source GitHub Action that performs automatic inline pull-request reviews with large language models. Its agent uses repository context, checks claims, comments on specific lines, and submits a formal review that can approve, request changes, or comment. When a pull request description is blank, it can generate a structured description without replacing an existing one. The README lists more than 11 provider options, including OpenAI, Anthropic, Google Gemini, Cohere, Mistral, Perplexity, Fireworks, Groq, xAI, DeepSeek, OpenAI-compatible APIs, and Ollama. Projects can add review rules or provide custom prompt files. Blocking-only mode restricts comments to critical issues required before approval. Reviews can start from pull-request events, a configured comment phrase, or manual GitHub Actions runs with workflow_dispatch. The project is published by quantfive under Apache-2.0. It is free and open source; users supply an LLM API key, and provider usage can cost extra.

Good

  • Open-source GitHub Action
  • Supports 11+ listed LLM providers
  • Adds custom review rules
  • Offers blocking-only review mode
  • Can generate blank pull-request descriptions

Watch out

  • LLM provider usage may incur costs
  • Requires supplying your own LLM API key
  • Fork workflows can expose repository secrets
  • Uses GitHub Actions permissions

Who it suits

CodePress Review suits GitHub projects wanting automated, repository-aware pull-request feedback. It is also useful for teams that need configurable review rules or a blocking mode.

Verdict

CodePress Review provides configurable, LLM-based pull-request review directly in GitHub workflows. The action is free and open source, but model charges, API-key setup, and fork-security considerations remain important.

Plans and prices

From CodePress Review's own pricing page, checked 8 Oct 2026.

All about pricing
PlanPriceWhat it gives you
Open sourceFreeBring your own LLM API key · LLM usage may incur provider costs

The facts

Each one read from CodePress Review's own pages, with the date it was checked.

What it does

Blocking mode
A configurable blocking-only mode limits comments to critical issues that must be fixed before approval.checked 8 Oct 2026
Customization
Projects can add review rules or replace the default guidelines with custom prompt files.checked 8 Oct 2026
Fork security
The README warns that using pull_request_target for fork pull requests exposes repository secrets and recommends a low-privilege token for that setup.checked 8 Oct 2026
GitHub permissions
The example workflow requests pull-requests: write, contents: read, and issues: read permissions.checked 8 Oct 2026
License
The repository identifies the project as open source and links to an Apache-2.0 license.checked 8 Oct 2026
LLM providers
The README lists support for 11+ providers, including OpenAI, Anthropic, Google Gemini, Cohere, Mistral, Perplexity, Fireworks, Groq, xAI, DeepSeek, OpenAI-compatible APIs, and Ollama.checked 8 Oct 2026
PR descriptions
It can generate structured descriptions for pull requests with blank descriptions and does not overwrite existing descriptions.checked 8 Oct 2026
Product
CodePress Review is an open-source GitHub Action for automatic inline code review on pull requests using LLMs.checked 8 Oct 2026
Review workflow
Its autonomous agent reviews code with repository context, verifies claims, posts line-level comments, and submits a formal approve, request-changes, or comment review.checked 8 Oct 2026
Triggers
Reviews can run on pull request events, be triggered by a configurable pull request comment phrase, or be started manually from GitHub Actions when workflow_dispatch is configured.checked 8 Oct 2026

Money

Costs
LLM usage may incur costs depending on provider and model, and review time and cost scale with diff size and model selection.checked 8 Oct 2026

The company

Headquarters
Berkeley, California, United Stateschecked 28 Sep 2026
Maker
The GitHub repository is published under the quantfive account.checked 8 Oct 2026

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