Vibe coding security

Is my Cursor app secure?

Cursor speeds up building by writing code for you — but it produces an ordinary app that you own and deploy, and it can't decide your security. Here's what actually protects a Cursor-built app and how to check it before launch.

Short answer

A Cursor app is only as secure as the code and configuration you ship. Cursor is an AI editor — it generates a normal codebase, so your protection comes from keeping secrets server-side and restricting database access, not from the editor itself. Before launch, confirm no secret key is bundled into the browser, that your database has access rules instead of being open to everyone, and that a logged-in user can only reach their own data.

Key takeaways

  • Cursor is an AI code editor — it generates a normal codebase that you own and deploy. Your security lives in that code and its config, not in Cursor itself.
  • The most common gap is a secret in client-side code: an API key or database secret that gets bundled into the browser where anyone can read it.
  • Cursor will happily write code that works in a demo while leaving a database table open or an admin route unprotected. Working is not the same as secure.
  • The server vs client boundary is where Cursor apps leak: private keys and privileged logic must run server-side, never in the browser bundle.
  • A scan of your live app catches exposed keys and open endpoints, but only you can confirm your access rules match who should see each row.

How a Cursor app is built (and where gaps appear)

Cursor is a code editor with an AI assistant built in. You describe what you want, and it writes and edits real source code — usually a framework like Next.js, React, or a Node backend — that you then deploy yourself to a host such as Vercel, Netlify, or your own server. Unlike a hosted "builder," nothing is locked down for you: the app is yours, and so is every security decision in it.

That is the catch. Cursor optimizes for code that works, and working code can still be insecure. It can wire up a database query that ignores access rules, reference a secret from the frontend, or hide an admin action behind a button instead of a real server check. Each of those passes a demo and fails the moment a curious user or a bot pokes at the live site.

Secrets: the number one Cursor gap

The single most common problem in AI-edited apps is a secret that ends up in client-side code. Anything the browser downloads — your JavaScript bundle, inline config, a NEXT_PUBLIC_ or VITE_ environment variable — is fully public. Put a database service key, a Stripe secret, or an AI API key there and you have published it to the world.

  • Search your codebase for secret keys referenced from any file that runs in the browser (components, client hooks, anything not marked server-only).

  • Check that no private key sits in a browser-exposed env variable. Only public identifiers belong in NEXT_PUBLIC_ / VITE_ variables.

  • Move any privileged call — payments, admin actions, anything using a secret key — into an API route, server action, or edge function.

For exactly which variable names ship to the browser, see which environment variables get exposed to the browser. If a secret has already shipped, follow public .env files and what to do if a secret leaked.

Database access: rules, not hope

If your Cursor app stores data — often in Supabase, Firebase, or a hosted Postgres — the question that decides whether it's safe is simple: is access restricted by rules, or can anyone with your public key read the table? Cursor can generate a data layer that assumes the app is the only thing talking to the database, which is not true once the public key is in the browser.

If you use Supabase, the protection is Row Level Security. We explain it in plain English in what is Row Level Security and walk through verifying it in the Supabase RLS checklist.

Authentication and access control

Cursor will scaffold a login flow on request, but the common mistakes aren't in the login screen — they're in what happens after. Whether one user can reach another user's records, and whether an "admin" area is enforced on the server rather than just hidden, are decisions the AI makes silently unless you check.

  • Sign in as one test user and try to load another user's data by changing an id in the URL or request — you should be blocked.

  • Confirm sign-up, sign-in, sign-out, and password reset all work and end in the right state.

  • Make sure any admin or privileged action is enforced by a server check or database policy, not only by hiding a button in the UI.

The full set of login, session, and authorization checks lives in the authentication security checklist.

The Cursor pre-launch security checklist

Before you point real users at a Cursor-built app, walk through this:

  • No secret key (database service key, Stripe secret, AI API key) appears in client code or a browser-exposed env variable.

  • Database access is restricted by rules (e.g. Supabase RLS), not open to anyone holding your public key.

  • Privileged logic — payments, admin actions — runs server-side, not in the browser.

  • Login, logout, and password reset work, and a logged-in user cannot reach another user's data.

  • Any admin or privileged path is enforced on the server, not just hidden in the UI.

  • HTTPS is enforced and basic security headers are in place.

  • You have run a scan of the live URL to catch exposed keys and obvious public exposure.

For the broader, tool-agnostic version, see the launch security checklist for vibe-coded apps and the headers reference in the HTTP security headers checklist.

What GuardMint checks on a live Cursor app

GuardMint scans your live app from the outside — the same surface an attacker sees — and reports the issues visible there. Our methodology explains exactly what the public scan does.

  • Detects API keys and secrets bundled into your frontend, flagging serious ones like database service keys.

  • Looks for obviously open endpoints and exposed files.

  • Checks HTTPS, security headers, and other public launch-readiness signals.

What a scan cannot verify for you

A scan reads only what your live site exposes. It can't see your source code, log into your database, or read your access rules, so it can't prove your data is correctly scoped — that depends on logic only you can see. GuardMint is a launch-readiness check, not a penetration test or audit: use it to catch exposed keys and obvious mistakes, and verify your access rules and server checks yourself. See our disclaimer for full scope.

Frequently asked questions

Does Cursor make my app secure automatically?
No. Cursor is an AI-assisted code editor — it writes code based on your prompts, but it does not enforce security and cannot decide things like which database rows a user may read or whether an admin route is protected on the server. It can produce an app that demos perfectly while a table is world-readable or a secret is bundled into the browser. Security is your responsibility to verify before launch.
Where do secrets leak in a Cursor-built app?
Most often in client-side code. If an API key, database secret, or private token is referenced from frontend code — or placed in a browser-exposed environment variable such as one prefixed with NEXT_PUBLIC_ or VITE_ — it is bundled into the public JavaScript and visible to every visitor. Private keys belong in server-side code (API routes, server actions, edge functions), never in the frontend.
What is the difference between server and client code in a Cursor app?
Client code runs in the visitor's browser and is fully public — anyone can read it and any key it carries. Server code runs on your hosting and stays private. Cursor will write both, but it won't always put the privileged work on the right side. Database writes, payment logic, and anything using a secret key must run server-side; the browser should only ever hold public identifiers.
How do I check if my Cursor app is safe to launch?
Confirm no secret key appears anywhere in client code or a browser-exposed env variable; make sure database access is restricted by rules (such as Supabase Row Level Security) and not open to everyone; test that a logged-in user can't reach another user's data by changing an id; and verify any admin path is enforced on the server. You can also run a free scan of the live URL to flag exposed keys and obvious public exposure.

Check your Cursor app before you launch

Run a free security scan on your live Cursor-built app — GuardMint flags exposed keys, leaked secrets, and obvious public exposure. No signup required for your first score.

Is My Cursor App Secure? Pre-Launch Security Checklist | GuardMint