CodeRabbit + MCP just changed AI code reviews forever

In partnership with

Hey builders,

CodeRabbit just cracked the biggest problem in AI code reviews.

And it's going to change how you ship code.

Here's the problem with most AI reviews:

AI tools usually check code in isolation.

They can flag syntax, style, and structure, but they don't know:
• Why the feature exists
• How it fits into your product
• What rules your team follows

It's like having a reviewer who has never seen your app.

How CodeRabbit + MCP fixes this:

MCP connects CodeRabbit to every tool that holds knowledge about your code.

Technical context: docs, schemas, API specs, architecture decisions
Business context: requirements, feature specs, compliance info, user stories
Team context: coding standards, team decisions, security policies

Same AI. Full context. Completely different results.

What you can connect:

Any tool in your development setup:
• Jira, Linear, Asana (requirements)
• Confluence, Notion (documentation)
• Slack, Teams (team decisions)
• Database schemas and API specs
• Security and compliance systems
• Design systems and style guides

If it has context about your code, MCP can connect it.

The transformation:

Before: Generic feedback on code patterns
After: Reviews that understand your specific business requirements, catch compliance violations, and enforce your team's architectural decisions

Context turns surface-level feedback into deep, actionable insights.

The modular advantage:

MCP provides a clean, modular way to serve external data to AI models.

This means:
• Easy to add new context sources
• No complex setup or hacks
• Scales with your growing toolchain
• Works with your existing workflow

Not actively job hunting? Great, most people on Dex aren’t.

Dex is a conversational AI and career matchmaker that works on behalf of each person. You spend 15-20 minutes on the phone with him, talking about your experience, your ambitions and your non-negotiables.

Dex then scans thousands of roles and companies to identify the most interesting and compatible opportunities.

Once we’ve found a match, Dex connects you to hiring managers and even helps you prep for interviews.

Thousands of exceptional engineers have already signed up and we’re partnered with many of the UK’s leading Start-ups, Scale-ups, hedge funds and tech companies.

Don’t waste another day at a job you hate. Speak with Dex today.

Try for Free

How to set it up:

Takes 2 minutes:
• Connect your tools (Jira, Confluence, Slack, etc.)
• Configure which context sources matter
• Run reviews as normal

CodeRabbit automatically pulls relevant context for each review.

No more:
• Explaining background in review comments
• Missing business logic because requirements aren't connected
• Security issues slipping through

Context-aware reviews vs. context-blind reviews.

Full MCP Documentation: https://docs.coderabbit.ai/context-enrichment/mcp-server-integrations

The bigger picture:

This creates a review platform that brings in all your context.

Connect your tools once. Get context-aware reviews forever.

No more reviewing code in the dark.

This is the future of AI code reviews.

How to get started:

CodeRabbit works out of the box with 50+ integrations. With MCP, you can extend it to your custom servers and internal tools.

Start with the systems you already use - Linear, Confluence, Slack - and add more as you go.

Links:
• Try CodeRabbit: https://www.coderabbit.ai/
• MCP server directory: https://app.coderabbit.ai/login

Note: MCP support is a Pro feature and still in Beta. Some integrations may change as the team stabilizes the API.

Bottom line:

A review platform that brings in all your context.

If you're tired of AI reviews that miss the bigger picture:
👉 Join AI MVP Builders - I'm going to do a full demo of this CodeRabbit + MCP setup in the upcoming weeks.
👉 Need MVPs that are secure, optimized, and scalable? IgnytLabs uses context-aware reviews on every client project

Keep building,
~ Prajwal

PS: The Fundamentals and Ideation modules went live this week inside AI MVP Builders. I'm currently working on the Launch and Grow modules next. Price goes up to $57 next week, then $67 once I launch the Grow module around mid-October. This is the cheapest the community will ever be - lock in your spot now before the price jumps.