Cursor Security Guide: Securing AI-Assisted Code

TL;DR

Cursor is a VS Code fork with AI built in. Your code runs locally, but context is sent to AI servers for processing. The main security concerns are reviewing AI-generated code for vulnerabilities, keeping secrets out of code, and configuring .cursorignore to exclude sensitive files from AI context. Cursor itself doesn't deploy your app, so deployment security depends on your hosting choice.

How Cursor Works

Cursor is based on VS Code with AI built directly into the editor. Your code files live on your machine. When you use Chat, Composer, or autocomplete, relevant snippets get sent to Cursor's servers for AI processing. The AI then suggests code based on your prompts and what it can see in your open files.

One thing Cursor doesn't do is deploy your app. That's a separate step, and it's where most security issues actually happen.

What Code Does Cursor See?

When you use Cursor's AI features (Chat, Composer, autocomplete), the AI receives context from your codebase. This might include:

  • The current file you're editing
  • Files you've recently opened
  • Files related to your current task
  • Code you've highlighted or referenced

Privacy consideration: If you're working on proprietary code or have secrets in your codebase, be aware that context is sent to AI servers. Use .cursorignore to exclude sensitive files.

Configuring .cursorignore

Create a .cursorignore file to prevent sensitive files from being sent to AI:

.cursorignore
# Environment files with secrets
.env
.env.local
.env.production

# Configuration with sensitive data
config/secrets.js
**/credentials.json

# Private keys
*.pem
*.key
id_rsa*

# Proprietary algorithms (if applicable)
src/proprietary/

# Large files that don't need AI context
node_modules/
dist/
*.log

Security Risks in AI-Generated Code

Cursor generates code that works. The security gaps it leaves behind are consistent enough to watch for:

1. Hardcoded Secrets

AI might generate code like this
// Cursor might auto-complete with placeholder values
const stripe = require('stripe')('sk_test_example123');
const openai = new OpenAI({ apiKey: 'sk-placeholder' });

Always replace with environment variables:

Correct approach
const stripe = require('stripe')(process.env.STRIPE_SECRET_KEY);
const openai = new OpenAI({ apiKey: process.env.OPENAI_API_KEY });

2. Missing Authentication

When you ask Cursor to create an API endpoint, it focuses on functionality:

AI-generated endpoint (needs auth added)
// Cursor might generate this
app.delete('/api/users/:id', async (req, res) => {
  await db.users.delete(req.params.id);
  res.json({ success: true });
});

// You need to add authentication!
app.delete('/api/users/:id', authenticateUser, async (req, res) => {
  // Also check authorization
  if (req.user.id !== req.params.id && !req.user.isAdmin) {
    return res.status(403).json({ error: 'Forbidden' });
  }
  await db.users.delete(req.params.id);
  res.json({ success: true });
});

3. SQL Injection Vulnerabilities

Vulnerable pattern AI might generate
// DON'T USE: String interpolation in SQL
const query = `SELECT * FROM users WHERE email = '${email}'`;

// USE: Parameterized queries
const query = 'SELECT * FROM users WHERE email = $1';
const result = await db.query(query, [email]);

4. Insecure Defaults

AI Might GenerateWhat You Should Use
cors({ origin: '*' })cors({ origin: 'https://yourdomain.com' })
cookie: { secure: false }cookie: { secure: true, httpOnly: true }
No rate limitingAdd rate limiting middleware
Debug logging enabledDisable verbose logging in production

Secure Prompting in Cursor

Cursor's output reflects what you ask for. Ask for a login endpoint and you'll get one. Ask for a secure login endpoint with specific requirements and you'll get something better:

Include Security Requirements

Better prompts for secure code
// Instead of: "Create a login endpoint"
// Ask: "Create a secure login endpoint with:
// - Password hashing with bcrypt
// - Rate limiting (5 attempts per minute)
// - Input validation
// - Secure session handling
// - No sensitive data in error messages"

Ask for Security Review

Use Cursor Chat for security review
// In Cursor Chat, ask:
"Review this code for security issues:
- SQL injection
- XSS vulnerabilities
- Authentication bypass
- Exposed secrets
- Missing input validation"

Cursor Security Checklist

Before Committing AI-Generated Code

No hardcoded API keys, passwords, or tokens

Database queries use parameterized statements

User input is validated and sanitized

Authentication checks on protected routes

Authorization (users can only access their data)

CORS configured for specific origins

Error messages don't leak internal details

Sensitive operations have rate limiting

Privacy Settings in Cursor

Cursor offers privacy controls you should configure:

  • Privacy Mode: Prevents code from being used for training
  • Codebase Indexing: Controls which files Cursor indexes for context
  • .cursorignore: Excludes specific files from AI features

Enterprise users: Cursor offers additional privacy features for business accounts, including options for self-hosted models and stricter data handling.

Cursor vs Other AI Editors

FeatureCursorGitHub CopilotWindsurf
Code runs locallyYesYesYes
AI context sent to cloudYesYesYes
Ignore file support.cursorignore.copilotignoreSettings-based
Privacy modeYesYes (Enterprise)Enterprise
Deployment includedNoNoNo

Does Cursor store my code?

Cursor sends code context to its servers for AI processing. According to their privacy policy, code is not used for training if you enable Privacy Mode. Review their current policies for specifics on data retention.

Is code generated by Cursor secure?

Not automatically. Cursor generates functional code, but security features like authentication, input validation, and proper secrets handling often need to be added manually. Always review generated code for security issues.

Can I use Cursor for sensitive projects?

It depends on what "sensitive" means for your project. For most consumer apps and side projects, the standard setup is fine. If you're working with proprietary algorithms or regulated data (healthcare, finance), use .cursorignore aggressively, enable Privacy Mode, and look at Cursor's enterprise plan. Some organizations rule it out entirely for their most sensitive code and use offline-capable tools instead.

How do I prevent Cursor from seeing my .env file?

Add .env and other sensitive files to your .cursorignore file. This prevents them from being sent as context when using AI features. Also ensure your .gitignore includes these files.

Built with Cursor?

Scan your project for security issues in AI-generated code.

Tool & Platform Guides

Cursor Security Guide: Securing AI-Assisted Code