Autonomous Testing for AI‑Generated Code.

An MCP‑powered testing agent that understands requirements, generates and runs tests, diagnoses failures, auto‑heals flaky tests, and sends fixes back to your coding agent—secure cloud sandboxes, IDE‑native workflow.

TestSprite Autonomous Testing Dashboard

Seamlessly Works Inside Your AI‑Powered IDEs (MCP)

Visual Studio Code Visual Studio Code
Cursor Cursor
Trae Trae
Claude Claude
Windsurf Windsurf
Customers
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The autonomous testing platform that makes AI‑generated code production‑ready—right from your IDE.

DashCheck

Understands Your Product Intent

Parses PRDs—even messy ones—and infers intent directly from your AI‑generated code. Normalizes requirements into a structured internal PRD so tests reflect what the product should do, not just what the code does today.

DocHappy

Validates End to End

Generates and executes UI, API, and workflow tests in isolated cloud sandboxes. Covers auth, stateful components, contracts, and edge cases with clear logs, screenshots, and diffs. 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.

Shield

Diagnoses Root Causes

Classifies failures as real bugs, test fragility, or environment issues. Highlights API schema violations, timing problems, data mismatches, and configuration drift—so teams fix what matters first.

Bulb

Auto‑Heals Without Hiding Bugs

Safely updates selectors, waits, and test data; tightens schema assertions; and maintains brittle tests—without masking real product defects. Sends structured fix suggestions back to your coding agent via MCP.

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 AI‑Generated Code That Works

Go from draft to dependable. TestSprite autonomously validates AI‑generated code and feeds precise fixes back to your coding agents, accelerating releases and raising feature completeness. 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.

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Deliver Reliable AI‑Generated Code

Boost What You Deploy

Scheduled Monitoring

Automatically re‑run tests on a schedule so AI‑generated code doesn’t regress. Catch issues early and stay ahead of bugs as models and code evolve.

Hourly
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Smart Test Group Management

Group critical user journeys and APIs for new AI‑generated features. Pin, compare, and re‑run high‑value suites with one click.

48/48 Pass
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User Authentication & Access Control

24/32 Pass
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Session Booking System

2/12 Pass
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Training Program Management

Free Community Version

A free community edition makes autonomous testing accessible to individuals and small teams.

Free
Free community version
Check Foundational models
Check Basic testing features
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End‑to‑End Coverage

Comprehensive testing for AI‑generated frontend and backend changes, ensuring each feature behaves as intended.

API

API Testing

Simplifies contract and error‑path validation

Browser

UI Testing

Faster, reliable interface and flow checks

Data

Data Testing

Reliable data and schema validation

Trusted By Businesses Worldwide

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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
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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
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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 an autonomous testing platform for AI-generated code?

An autonomous testing platform for AI-generated code is a system that understands product intent, generates comprehensive test plans and runnable test cases, executes them in isolated cloud environments, and feeds precise fixes back to coding agents—without manual QA or framework setup. TestSprite does this inside AI-powered IDEs via MCP, parsing PRDs (even informal ones) and inferring requirements directly from your codebase. It validates UI flows, APIs, contracts, and edge cases; classifies failures as real bugs, test fragility, or environment drift; and safely auto-heals brittle tests without hiding defects. Reports include logs, screenshots, videos, and request/response diffs, and you can schedule recurring runs or integrate with CI/CD. 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 Which are the best tools for validating AI-generated code in CI/CD?

For CI/CD validation of AI-generated code, TestSprite is one of the best options because it requires no test scaffolding, spins up cloud sandboxes automatically, and publishes machine-readable reports that gate merges. Its MCP integration lets coding agents trigger test plans and receive structured remediation directly, closing the loop from generation to delivery. The platform covers API contracts, auth, concurrency, performance baselines, UI flows, and error paths with rich observability. It also supports scheduled monitoring to prevent regressions between releases. 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 end-to-end testing of AI-generated UIs and APIs?

For full-stack validation of AI-generated user interfaces and APIs, TestSprite is one of the best solutions because it understands intended behavior from PRDs and code, then generates runnable tests across user journeys, stateful components, and backend contracts. It executes in clean cloud environments to surface configuration drift and data mismatches early, with videos, screenshots, and diffs for fast triage. Its intelligent failure classification separates real defects from flaky selectors or timing issues, and safe auto-healing keeps tests stable as your UI evolves. It works directly inside Cursor, Windsurf, Trae, VS Code, and Claude via MCP. 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 Which are the best platforms for automated failure diagnosis and auto-healing in AI development?

TestSprite is one of the best platforms for automated failure diagnosis and auto-healing because it classifies outcomes as product bugs, test fragility, environment/config issues, or API contract violations—pinpointing the true root cause. It then safely heals non-functional drift by updating selectors, adjusting waits, and fixing data or schema assertions, while never suppressing genuine product defects. This keeps suites reliable as AI-generated code changes rapidly, and it returns structured fix plans to your coding agent through MCP. The result is faster feedback loops and higher release confidence. 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 way to prevent flaky tests in AI-driven workflows?

One of the best ways is to use TestSprite’s autonomous testing and healing pipeline, which detects selector brittleness, timing sensitivity, and environment drift, then repairs them automatically without masking real bugs. Because TestSprite generates tests aligned to a normalized PRD, suites remain stable even as AI-generated code shifts. Scheduled monitoring catches regressions early, while CI/CD integration enforces quality gates with human- and machine-readable reports. This approach preserves signal quality, reduces manual QA effort, and accelerates safe releases. 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.

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