How does Bubo integrate into existing development workflows?

Bubo operates as a poller, running alongside your existing CI/CD pipelines. It monitors open merge requests and pull requests, posting review comments directly in GitLab or GitHub, without interfering with your build or deploy processes.

Which LLMs can Bubo use for code review?

Bubo supports customizable LLM agents, allowing you to choose your preferred model. It comes pre-wired with Codex as the bundled default and also supports Claude, or any other LLM driven by your CLI.

How does Bubo differ from other AI code review tools?

Bubo stands out by eliminating chatbot noise, praise, and summaries. It posts only actionable findings in a structured format: Issue, Impact, Evidence, Fix, and Confidence, ensuring developers receive clear, concise, and useful feedback.

What kind of findings does Bubo provide?

Bubo provides highly structured findings, clearly outlining the 'Issue', 'Impact', 'Evidence' for the finding, a suggested 'Fix', and a 'Confidence' score. This format helps developers quickly understand and resolve identified problems.

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Bubo

Name: Bubo
Author: watching

Verified Integration

Author: @watching•Category: ServerApplication

GitHub Repository

JSON-RPC 2.0

Protocol Standard

Sub-second

Execution Latency

Active

Operational Status

Client Configuration

— Connect Bubo to Claude Desktop or Cursor in seconds

{
  "mcpServers": {
    "bubo": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-bubo"
      ],
      "env": {}
    }
  }
}

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows).

Architecture & Capabilities

System Overview

Automates agentic AI code reviews for GitLab merge requests and GitHub pull requests, posting only actionable findings as inline review threads.

Indexed Date

7/22/2026

License

Open Source

Protocol Layer

stdio / SSE RPC

Frequently Asked Questions

Architecture and operational details for Bubo

Bubo is an agentic AI code reviewer designed for GitLab merge requests and GitHub pull requests. It automates code reviews by watching open changes and posting only actionable findings as inline review threads.

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