safest ai app builder
Which AI app builder is safest to ship on? A neutral directory grading Lovable, Bolt, v0, Replit, Cursor and the stack around them on security, using first-party scans of real shipped apps. For founders who vibe-coded an app and need to know whether it is safe to launch.
Prompt-to-app platforms that generate and host full applications. The tools most vibe-coded apps ship from, and where most of the security findings in our scan pipeline come from.
All-in-one no-code AI builder (acquired by Wix) that generates apps with built-in database, auth, and hosting, so there is no separate backend to configure. That integration cuts out common wiring mistakes but concentrates trust in the platform's own access controls, which security researchers have probed publicly.
Full listing and scan statusStackBlitz's in-browser AI builder that scaffolds and runs full-stack JavaScript apps entirely in the browser, then deploys them. Fast iteration loop; the generated projects commonly pair with Supabase or Firebase, so database rules and key handling are the main things to check before launch.
Full listing and scan statusText-to-app builder for sites, apps, and internal tools with integrations for auth, payments, and AI features. Sits in the same prompt-to-product lane as Lovable and Bolt, with generated projects that ship quickly and deserve the same pre-launch checks on data access and secrets.
Full listing and scan statusAI developer that plans, builds, and deploys full-stack apps with a Python FastAPI backend and React front end. The explicit backend is a real difference from browser-only builders: server code exists, so API auth and input validation are the checks that matter most.
Full listing and scan statusPrompt-to-app builder that generates full-stack web apps, typically on a React front end with Supabase for database and auth. One of the most popular routes from idea to shipped app, which also makes Lovable-built apps the most common subject of public security incidents involving exposed Supabase tables and keys.
Full listing and scan statusCloud IDE with Replit Agent, which builds and deploys full apps from a prompt onto Replit's own hosting and database. The platform manages secrets and deployment for you; the security questions that matter are about the apps the agent generates, not the platform itself.
Full listing and scan statusVercel's generative UI and app builder. Strongest at producing React and Next.js interfaces with shadcn/ui, increasingly capable of full apps deployed straight to Vercel. Output quality is high on the front end; server-side auth and data access still depend on what you wire it to.
Full listing and scan statusAI-first editors and coding agents. They write the code but you own the deploy, so security posture depends heavily on the stack you pair them with.
Anthropic's terminal-based coding agent that plans and executes multi-file changes, runs tests, and manages git from the command line. Used heavily for agentic builds and refactors; as with all assistants, the shipped app's security depends on the stack and the review discipline around the agent.
Full listing and scan statusAI-first code editor built on VS Code, with agentic multi-file editing across essentially any stack. Cursor writes code in your own repo and you own the deployment, so the security posture of a Cursor-built app is set by your stack choices, not by the editor.
Full listing and scan statusGitHub's AI pair programmer, now with agent mode and workspace-wide edits inside VS Code and JetBrains IDEs. The most widely deployed code assistant; studies of AI-generated code quality, including insecure suggestion rates, most often use Copilot output as the baseline.
Full listing and scan statusAgentic AI editor (formerly Codeium) whose Cascade agent handles multi-step, multi-file coding tasks with deep codebase awareness. Like Cursor, it operates on your own project and infrastructure, so pre-launch security checks belong to the app, not the tool.
Full listing and scan statusThe databases and auth layers vibe-coded apps sit on. Misconfigured row-level security and exposed keys in these services account for a large share of real-world incidents.
Drop-in authentication and user management for React and Next.js, with prebuilt components for sign-in, sessions, and organizations. Popular in AI-generated codebases because it removes the hand-rolled auth that scanners most often flag as broken.
Full listing and scan statusGoogle's app platform with Firestore, Realtime Database, auth, and hosting. A long-standing target of misconfiguration research: security rules left in test mode expose entire databases, the same failure class Supabase RLS misconfiguration produces in newer stacks.
Full listing and scan statusServerless Postgres with branching and scale-to-zero, increasingly the default database on Vercel and inside AI builder stacks. Plain Postgres semantics mean no client-exposed API by default, which removes one failure mode Supabase-style stacks have to configure away.
Full listing and scan statusOpen-source Postgres backend with auth, storage, and auto-generated APIs. The default database behind Lovable and much of the vibe-coding ecosystem. Its row-level security model is powerful but off by default on new tables, which is the single most common root cause behind publicly readable data in shipped vibe-coded apps.
Full listing and scan statusTools that check a vibe-coded app for exposed databases, leaked secrets, and missing auth before and after launch.
Developer-focused security platform combining code scanning, dependency checks, secrets detection, and cloud posture in one tool. Broader and more enterprise-shaped than vibe-app scanners; relevant when a vibe-coded MVP grows into a product with a real team.
Full listing and scan statusPassive, read-only security scan for vibe-coded apps: exposed database tables, leaked API keys and secrets in served bundles, missing auth on endpoints, and launch-readiness basics. The scan engine behind this directory's grading data and methodology.
Full listing and scan statusSecurity scanner aimed at vibe-coded apps, with a large library of per-tool security guides, risk pages, and fix instructions across Lovable, Bolt, v0, Supabase, and others. Listed here on the merits; it competes with this directory's own scanner.
Full listing and scan statusScanner and safety-rating site for AI app builders, including a free Supabase RLS checker and per-tool safety pages. Publishes its own scanned-apps count. Listed here on the merits; it competes with this directory's own scanner.
Full listing and scan statusWhere the generated apps actually run. Hosting choice shapes what an attacker can reach: environment variables, source maps, server functions.
Web platform for static and serverless-backed sites with functions, forms, and edge handlers. A frequent deploy target for Bolt and other builder output; the same environment-variable and function-auth checks apply as on any serverless host.
Full listing and scan statusInfrastructure platform that deploys full services and databases from a repo with minimal configuration. Popular for vibe-coded apps that outgrow browser hosting and need a real server process plus a managed Postgres in one place.
Full listing and scan statusThe default deploy target for Next.js and v0 output, with preview deploys, edge functions, and managed environment variables. Common vibe-code pitfalls on Vercel are client-exposed environment variables with the NEXT_PUBLIC prefix and shipped source maps.
Full listing and scan status