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Introducing Matter AI MCP for Cursor IDE Code Reviews

Vatsal Bajpai
Vatsal Bajpai
4 min read·
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Introducing Matter AI MCP Server: Revolutionizing Code Reviews in Your IDE

Today, we're excited to announce the release of Matter AI MCP Server, a powerful new tool that brings advanced code review capabilities directly into your favorite IDEs like Cursor and Windsurf. Built on the Model Context Protocol (MCP), this integration transforms how developers review, plan, and ship code with confidence.

The Challenge of Modern Code Reviews

Code reviews are essential for maintaining code quality, but they often become bottlenecks in the development process. Traditional reviews can be time-consuming, inconsistent, and sometimes miss critical issues that only surface in production.

As engineering teams at companies like Rumi have discovered, the manual effort required for thorough code reviews can significantly impact development velocity:

Our team is hooked to this amazing AI driven code review agent. This is something I would have loved to build myself, if MatterAI hadn't done it already.CTO, Rumi

Matter AI MCP Server: Your AI-Powered Code Review Partner

Matter AI MCP Server addresses these challenges by bringing AI-powered code review capabilities directly into your development workflow. By leveraging the Model Context Protocol, we've created a seamless integration that works where you already write code.

Key Features

  • 🔍 Comprehensive Code Reviews

    • Review individual files or full git diffs with a single command
    • Identify potential bugs, security vulnerabilities, and performance issues
    • Get suggestions for code improvements and best practices
  • 🧠 Implementation Planning

    • Generate detailed implementation plans for AI agents
    • Break down complex features into manageable tasks
    • Align implementation with architectural best practices
  • 🚀 Pull Request Generation

    • Create pull requests with auto-generated titles and descriptions
    • Highlight key changes and their impact
    • Save time on PR documentation
  • 😺 Random Cat Facts

    • Because sometimes you need a break from coding

Real-World Impact

Companies using Matter AI's code review solutions have reported significant improvements in their development workflows:

  • Time Savings: Engineers save hours per week on code reviews and documentation
  • Reduced Documentation Time: 90% reduction in time spent documenting pull requests
  • Fewer Bugs: 95% reduction in bugs making it to production
  • Faster PR Turnaround: 70% faster pull request review cycles

Getting Started in Minutes

Get 50 free code review calls per month to try out Matter AI MCP for Cursor IDE Code Reviews.

1. Create your account on Matter AI

2. Get Your API Key

Obtain your Matter AI API key from https://app.matterai.dev/settings and configure your MCP configuration file in the next step.

3. Connect from Your IDE

MCP configuration file is a JSON file that contains the configuration for your MCP servers within Cursor IDE or Windsurf IDE.

{
  "mcpServers": {
    "matter-ai": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://mcp.matterai.so/sse",
        "--header",
        "Authorization: Bearer MATTER_AI_API_KEY"
      ]
    }
  }
}

Add the above configuration to your MCP-compatible IDE (like Cursor or Windsurf) and start enjoying AI-powered code reviews!

Setting Up Matter AI Tools

4. Start using in AI Agent Chats

Use natural language to ask Matter AI for code reviews, implementation plans, and pull request generation while generating new code or alredy existing code change, including older generated code.

AI Agent Chat

The Matter AI Difference

What sets Matter AI's code review solution apart is its deep understanding of code context and its ability to provide actionable insights. Unlike basic linters or style checkers, Matter AI analyzes your code holistically, considering architecture, patterns, and potential edge cases.

Our ROI calculator shows that for a team of just 5 engineers making 100 pull requests per month, Matter AI can save over 125 hours of engineering time monthly. That's more than 3 weeks of engineering time that can be redirected to building features instead of reviewing code!

Join the Code Review Revolution

Matter AI MCP Server represents the next evolution in developer tools—bringing the power of AI directly into your existing workflow without disrupting it.

Whether you're a solo developer looking to ship with more confidence or part of a large engineering team trying to maintain quality while moving fast, Matter AI MCP Server provides the tools you need to succeed.

Ready to Transform Your Code Reviews?

Get started today with Matter AI MCP Server and experience the future of code reviews. Visit https://matterai.so to learn more or sign up for a free trial.


Want to see how Matter AI can accelerate your team's development velocity? Book a demo with our team today.

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