Cursor + Curyloop

Supercharge your Cursor IDE by connecting it to your Curyloop knowledge base. Research topics, save references, and build project documentation without leaving your editor.

Setup

Add to your .cursor/mcp.json:

{
  "mcpServers": {
    "curyloop": {
      "type": "streamable-http",
      "url": "https://curyloop.com/api/mcp",
      "headers": {
        "Authorization": "Bearer YOUR_API_KEY"
      }
    }
  }
}

Replace YOUR_API_KEY with your key from Settings > API Keys.

What You Can Do

With Curyloop connected to Cursor, your AI assistant can:

• Research topics relevant to your current project
• Save documentation and guides as you discover them
• Build project-specific knowledge bases for your team
• Search your archive to find previously curated resources

Example Prompts

Tech Stack Research

Research the best practices for the tech stack in this project,
find 5 high-quality guides, and save them to my "Best Practices"
session in Curyloop with appropriate priorities.

API Integration

I need to integrate Stripe payments. Find the best tutorials,
official docs, and example repos for Stripe + Next.js integration.
Save them to my "Stripe Integration" session in Curyloop.

Performance Optimization

Find the top resources about optimizing Next.js applications -
covering ISR, edge functions, and image optimization. Save the
best 5 to my "Performance" session with tags.

Team Onboarding

Create a curated list of onboarding resources for a new developer
joining a React + TypeScript + Supabase project. Save to my
"Team Onboarding" session in Curyloop.

Available MCP Tools

Tips

• Cursor can analyze your codebase to suggest relevant resources
• Use Composer mode for multi-step research workflows
• Ask Cursor to organize findings by priority or category
• Great for building team knowledge bases alongside code

For general MCP setup details, see MCP Setup. For more AI agent examples, see AI Agents.