VibeDoctor

npx add-mcp 'https://vibedoctor.io/mcp'

A second opinion on everything your agent ships.

149+ automated checks across your repo and your deployed site. Secrets, phantom imports, open auth routes, dead performance. One ranked report in under 2 minutes.

Works in

What you get

Scan complete

Overall score

61 /100

Needs attention

Security48

Code quality63

Performance71

356 issues found

AllSecurityCodeSite

• critical Stripe secret key committed to source lib/payments.ts:14
• critical
• high Import of a package that does not exist utils/slugify.ts:2
• high CORS allows every origin middleware.ts:31
• medium Same fetch logic duplicated in 6 files components/*

Analyze Riskiest code, ranked

1critical getStripeClient()

11 functions depend on it · 5 fixed, 3 new since last scan

Fix Do this first

Move the Stripe key to an env var

Copy AI fix prompt

V In your agent

Fixed the Stripe key leak and added a rate limit to /api/login. Rescanning now.

16 findings

app api 9 components api/auth 5 lib route.ts

All modules › Api › api/auth 316 features · main 4f2c1ab

Play

1. 1 Add to cart button AddToCartButton()
2. 2 Start checkout createCheckoutSession()
3. 3 Payment confirmed handleStripeWebhook() heads-up: Webhook signature not verified

Operational

Uptime, 30 days 99.98%

Avg response 222 ms

SSL certificate 83 days

Response time

From your last scan SEO 92 Performance 71 Accessibility 88

What it checks

Six things agents get wrong on almost every project.

01 21 checks

Secrets and credentials

API keys, tokens and service credentials committed into source, env files or client bundles.

02 22 checks

Auth and access

Unprotected routes, no rate limit on login or sign up, permissive CORS, sessions that never expire.

03 8 checks

Dependencies

Hallucinated imports, unpinned versions, known CVEs and packages nobody ever installed.

04 29 checks

Vibe coding health

Duplicated logic, dead files, half finished refactors and TODOs the agent promised to come back to.

05 16 checks

Performance

Payload size, render blocking assets, unoptimised images and the requests that make first load crawl.

06 34 checks

SEO and best practices

Metadata, crawlability, accessibility basics and whether an AI search engine can read your pages.

See all 149+ checks across 21 diagnostic areas.

How it works

Paste, scan, fix.

01

Paste one line into your agent

It installs the MCP server itself. Nothing to configure, no dashboard to learn, no keys to paste.

02

Ask it to scan

149+ checks run across your source and your deployed URL in under 2 minutes, public repo or private.

03

Fix it in the same chat

Findings come back ranked with file paths, so the agent that wrote the code can go straight to fixing it.

4%

imported at least one package that does not exist

35%

had API keys or secrets committed to the repo

6%

had no rate limiting on auth endpoints

Measured across

1,099

repos scanned to July 2026

Live scan results

Apps getting checked right now.

Showing the latest 20 of 6,277 scans, including public repos we check around the clock

Country	Language	Findings	When
🌐	TypeScript	30 files 2 critical 10 high 17 medium	41m ago
🌐	Python	244 files 2 critical 1 high 675 medium	2h ago
🌐	Vue	42 files 9 high 24 medium	3h ago
	Python	1600 files 3 high 797 mediumAI Search ReadyCompliant	4h ago
🌐	Kotlin	275 files 8 high 20 medium	4h ago
	Rust	105 files 2 critical 1 high 18 mediumNot AI Search ReadyCompliant	4h ago
🌐	TypeScript	53 files 18 critical 70 high 50 medium	5h ago
	Rust	71 files 2 critical 1 high 6 mediumNot AI Search ReadyCompliant	5h ago
🌐	TypeScript	67 files 5 critical 76 high 168 medium	7h ago
🌐	PHP	32 files 1 high 122 medium	8h ago
	Website	3 highAI Search ReadyCompliant	9h ago
🌐	Rust	1 files 2 high 9 medium	9h ago
🌐	C#	55 files 1 high 40 medium	11h ago
🌐	JavaScript	16 files 6 critical 55 high 180 medium	12h ago
🌐	TypeScript	650 files 45 critical 83 high 314 medium	13h ago
	TypeScript	2736 files 20 critical 26 high 1907 mediumAI Search ReadyCompliant	13h ago
🌐	Python	590 files 14 critical 86 high 278 medium	14h ago
	Website	3 critical 1 high 5 mediumNot AI Search ReadyCompliant	15h ago
	Python	255 files 1 high 91 medium	15h ago
🌐	TypeScript	41 files 2 critical 34 high 53 medium	16h ago
🌐	TypeScript	50 files 2 critical 39 high 32 medium	17h ago
	Shell	1 files 2 critical 3 mediumNot AI Search ReadyCompliant	18h ago
	Website	2 critical 2 mediumNot AI Search ReadyCompliant	2d ago
	Website	4 criticalNot AI Search ReadyNot Compliant	2d ago
	Website	2 critical 1 mediumNot AI Search ReadyCompliant	2d ago
	Website	2 critical 3 mediumNot AI Search ReadyCompliant	3d ago
	Website	3 critical 2 mediumNot AI Search ReadyCompliant	3d ago
	Website	1 high 6 mediumAI Search ReadyCompliant	4d ago
	Website	1 high 1 mediumAI Search ReadyCompliant	4d ago
	Website	3 critical 2 mediumNot AI Search ReadyCompliant	4d ago
	Website	2 critical 1 mediumNot AI Search ReadyCompliant	6d ago
	Website	3 critical 6 mediumNot AI Search ReadyCompliant	7d ago
	Website	3 critical 6 mediumNot AI Search ReadyCompliant	7d ago
	Website	3 critical 1 high 1 mediumNot AI Search ReadyCompliant	7d ago
	Website	2 critical 6 mediumNot AI Search ReadyCompliant	7d ago
	Website	1 critical 1 high 10 mediumNot AI Search ReadyCompliant	8d ago
	Website	3 critical 8 mediumNot AI Search ReadyNot Compliant	8d ago
	Website	3 criticalNot AI Search ReadyCompliant	8d ago
	Website	2 critical 5 mediumNot AI Search ReadyCompliant	8d ago
	Website	1 critical 2 high 1 mediumNot AI Search ReadyCompliant	9d ago

Vibe X-Ray

See what your agent actually built.

Every scan rebuilds a map of your codebase: modules, the sub-modules inside them, and the files where the findings actually sit. Follow the red down three levels and you land on the file to fix. Paste that one file into your agent instead of the whole repo.

All modules › Api › api/auth X-Ray ready

316 features detected 16 findings main 4f2c1ab 29 connections Sample project

31 18 204 96 47 Api 41 feat / 88 nodes 9 findings / health 38 App 118 feat / 214 nodes 4 findings / health 66 Components 96 feat / 181 nodes 3 findings / health 74 Lib 27 feat / 63 nodes health 91 api/auth 8 feat / 19 nodes 5 findings / health 24 api/stripe 6 feat / 14 nodes 4 findings / health 41 app/(dashboard) 34 feat / 61 nodes 4 findings / health 66 components/forms 22 feat / 38 nodes 3 findings / health 74 lib/db 11 feat / 24 nodes health 91 app/api/login/route.ts critical No rate limiting lib/session.ts high Session never expires app/api/webhook/route.ts critical Signature not verified lib/payments.ts critical Stripe key in source app/(dashboard)/page.tsx medium Missing page metadata components/UploadForm.tsx high No file type check lib/db/client.ts clean no findings

Unhealthy (<60) Fair (60-80) Healthy (>80)

Drill to the function

Module, then sub-module, then the file and the functions inside it. Findings are pinned to the symbol they came from.

Dead code and coverage

Two more tabs on the same map: what nothing calls any more, and which parts of the code no test touches.

Fewer tokens per prompt

Send the files a change actually touches instead of the repo. How Vibe X-Ray works.

On every plan, rebuilt on every scan. See pricing.

Questions.

Is VibeDoctor free?

Yes. Every new account starts with a Free Week: one project, one scan a day, and the full report, with no card required. Paid plans add more projects, a scan on every push, and PR review.

Can VibeDoctor scan a private GitHub repository?

Yes. Connect the GitHub App and access is scoped to read-only. We scan your code, then delete our copy automatically.

Does VibeDoctor modify or write to my code?

No writes. The scan reads your repo and your live site and returns findings. Any fixing happens in your editor, by you or your agent.

How do I connect VibeDoctor to Claude Code, Cursor or Codex?

Paste one line into the agent: connect to vibedoctor using https://vibedoctor.io/mcp/start. It fetches the instructions, installs the MCP server itself, and reports back in the chat you already have open. No keys to copy, no config file to edit.

How is VibeDoctor different from SonarQube, Snyk or CodeRabbit?

There is real overlap. VibeDoctor runs the same classes of engine they do: a SAST pass, secret detection, dependency CVE scanning, and each language's own linter and type checker (opengrep, gitleaks, trivy, ruff, biome, pyright, tsc, clippy, rubocop, phpstan). What it adds is your deployed site scanned alongside the repo (Lighthouse, security headers, SSL, SEO, exposed files, console errors), checks aimed at AI-generated code such as imports of packages that do not exist, and a graph of your codebase. It also runs from inside your agent over MCP, so findings arrive in the chat where the code was written.

4 more questions What languages and frameworks does VibeDoctor scan?

JavaScript and TypeScript, Python, Go, Ruby, Java, PHP and Rust, with framework-aware checks for React, Next.js, Express, Fastify, Django, Flask, FastAPI, Rails and Spring. Anything the site-side checks can reach over HTTP is covered as well.

Is AI-generated code safe to ship?

It usually runs, and it usually ships with the same handful of holes: keys committed to source, auth routes with no guard, missing rate limits, imports of packages that do not exist. This is a scan for people shipping apps their agent mostly wrote, and it finds those before your users do.

How do I find hallucinated npm packages in AI-generated code?

Every scan verifies each dependency against the registry, so an import of a package that does not exist is flagged with its file and line. It is one of the most common AI-generated defects: 4% of the repositories scanned in production had at least one.

What is Vibe X-Ray?

A four-level visual explorer for your codebase: modules, files, symbols and the dependencies between them. It shows what your agent actually built - which functions call what, where complexity hides, and what breaks if you touch something. It updates with every scan.

Scan it before your users do.

connect to vibedoctor using https://vibedoctor.io/mcp/start

Or paste a repo URL and skip the setup entirely.

Featured on

Someone in the US scanned their app

800 issues found · scored 75/100