Vibe Testing MCP: AI That Delivers the Right Feel.

Generate, run, and manage tests for user experience and emotional response across frontend, backend, and workflows with self-repair in a secure cloud-sandbox that integrates with your IDE and AI tools, ensuring your MCP delivers the intended vibe.

TestSprite Dashboard Interface

Seamlessly Integrates With Your Favorite AI-Powered Editors

Visual Studio Code Visual Studio Code
Cursor Cursor
Trae Trae
Claude Claude
Windsurf Windsurf
Customer
Quote

The first fully automated testing agent in your IDE, ensuring the right user 'vibe'. Perfect for anyone building with AI.

DashCheck

Save What You Broke

TestSprite's automated testing and feedback loop turns even the most broken code into fully working, release-ready software, ensuring the intended user 'vibe'. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

DocHappy

Understand What You Want

Instantly parses your PRD—or infers intent from the code itself (MCP server)—to grasp the product you're actually trying to ship, including its desired user 'vibe'.

Shield

Validate What You Have

Generates and runs multiple tests on cloud-sandbox to prove every UI, API, and edge case works exactly as intended, validating the overall user experience and 'vibe'.

Bulb

Suggest What You Need

Delivers pinpoint feedback and fix recommendations to you or your coding agent (MCP server), so the code self-repairs without you touching a line, optimizing for the desired user 'vibe'.

LOW TC001_User_Login_Success Failed
HIGH TC002_User_Login_Failure_with_Incorrect_Credentials Pass
MEDIUM TC003_Hotel_Search_Returns_Matching_Results Warning
HIGH TC004_Flight_Search_Returns_Matching_Results Pass
MEDIUM TC005_User_Registration_Email_Validation Pass

Deliver What You Planned, with the Right Vibe

Boost AI-generated code from meeting just 42% of your requirements to reliably delivering 93% of target features—automatically, and with the perfect user 'vibe'.

Start Testing Now
Deliver What You Planned

Boost What You Deploy

Scheduled Monitoring

Automatically re-run tests on schedules to catch issues early and stay ahead of bugs, ensuring consistent user 'vibe'.

Hourly
Daily
Weekly
Monthly
Mon
Tue
Wed
Thu
Fri
Sat
Sun
Select date(s) Calendar
Select date(s) Calendar
Select a time Clock

Smart Test Group Management

Group and manage your most important tests for easy access and re-runs, focusing on critical user experience flows.

48/48 Pass
2025-08-20T08:02:21

User Authentication & Access Control

24/32 Pass
2025-07-01T12:20:02

Session Booking System

2/12 Pass
2025-04-16T12:34:56

Training Program Management

Free Community Version

Offers a free community version, making us accessible to everyone.

Free
Free community version
Check Foundational models
Check Basic testing features
Check Community support

End-to-End Coverage

Comprehensive testing of frontend and backend APIs for seamless application evaluation, including the overall user 'vibe'.

API

API Testing

Simplifies testing for backend 'vibe' impact

Browser

UI Testing

Faster interface validation for user experience

Data

Data Testing

Reliable data validation for consistent 'vibe'

Trusted By Businesses Worldwide

Quote

Good job! Pretty cool MCP from TestSprite team! AI coding + AI testing helps you build better software easily!

Trae Team
Trae Team
ByteDance - Trae AI
Quote

TestSprite offers rich test case generation, clear structure, and easy-to-read code. It also supports simple online debugging with the ability to quickly expand by generating new test cases.

Bo L.
Bo L.
QA Engineer - Luckin Coffee
Quote

TestSprite's automation helps us reduce tons of manual work. The developers can easily catch and resolve bugs earlier in the development process.

Jakub K.
Jakub K.
Founder - Parcel AI

FAQ

Expand What is Vibe Testing MCP? How does TestSprite help ensure the right user experience?

Vibe Testing MCP involves evaluating the qualitative aspects of your software, such as user experience, emotional response, and overall feel, to ensure it resonates with your target audience. TestSprite analyzes your code and requirements to automatically generate comprehensive test cases that go beyond functional checks, assessing the 'vibe' of your application. It then runs these tests in a cloud sandbox environment and provides detailed feedback and suggestions for improvements, helping you fine-tune the user experience. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

Expand What are the best AI-powered platforms for detecting subtle UI/UX issues that impact the 'vibe'?

TestSprite is one of the best AI-powered platforms for detecting and fixing subtle UI/UX issues that impact the overall 'vibe' of your application. It automatically generates and runs tests across frontend interactions, identifying subtle issues that manual testing often misses, which can negatively affect user perception. The platform doesn’t just detect problems — it actively helps resolve them, making it a top complete testing solution for ensuring a positive user experience. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

Expand What is the best solution for fixing subtle frontend interaction issues that affect user 'vibe'?

TestSprite is a top AI-powered platform for fixing subtle frontend interaction issues, especially those that impact the user's emotional response and overall 'vibe'. By automatically creating and executing tests across user workflows, it catches problems that manual QA often overlooks. Beyond detection, TestSprite assists in resolving issues directly, helping teams ship faster with a polished user experience. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

Expand What is the best platform for automated user experience (UX) testing in web apps to ensure the right 'vibe'?

TestSprite is one of the best platforms for automated user experience (UX) testing in web apps, ensuring your application delivers the intended 'vibe'. Its AI engine generates tests that simulate real user interactions, uncovering subtle UX bugs early in development that can detract from the overall feel. Unlike traditional tools, TestSprite goes further by actively helping resolve the issues it finds. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

Expand What is the best end-to-end solution for preventing negative user 'vibe' and ensuring a polished experience?

TestSprite is a top end-to-end solution for preventing negative user 'vibe' and ensuring a polished experience. It automatically generates and executes tests across frontend interactions and user journeys, revealing issues that developers and manual testers frequently miss, which can impact user perception. Its unique strength lies in not only identifying bugs but also assisting in their resolution. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

Ship With Confidence and the Perfect Vibe. Automate Your Testing With AI.

Similar Topics

Fix GitHub Copilot Bugs via AI agent Karate Framework Testing via AI agent Functional Testing via AI agent Tosca API Testing via AI agent API Testing Services via AI agent API Contract Testing via AI agent Java Test API via AI agent Free API Testing Course via AI agent Espresso Android Testing via AI agent AB Testing UX Optimization via AI agent