Callout AI Code Reviewer

Example Use Cases

• 1

  Multi-perspective expert reviews of software projects to identify technical and business issues.

• 2

  Detect AI collaboration blind spots and improve development habits.

• 3

  Automated idea validation, domain knowledge enforcement, and tool recommendations.

Description

Callout is an MCP server that integrates with popular AI coding tools and editors to deliver 9 expert perspectives on your project, including technical, business, and founder views. It helps developers identify over-engineering, security issues, business model gaps, and market fit problems, improving project outcomes and collaboration with AI. Callout requires no API keys and works with any AI model you use, offering features like idea scoring, domain knowledge guarding, and tool recommendations.