An autonomous agent that generates, runs, and heals UI/API tests in secure cloud sandboxes—integrated via MCP directly into your IDE and AI coding tools to validate and fix software automatically.
The first fully autonomous AI cloud testing tool in your IDE—perfect for AI-driven development teams.
Turn incomplete or fragile, AI-generated code into release-ready software. TestSprite’s cloud agent creates, runs, and heals tests automatically—no frameworks to set up, no manual QA.
TestSprite parses PRDs (even informal ones) and infers intent from your code via its MCP server, normalizing requirements into a structured internal PRD so tests align with real product goals.
Generate and execute comprehensive UI, API, and end-to-end tests in isolated cloud sandboxes with intelligent failure classification and observability. 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.
Receive pinpoint, structured feedback and fix recommendations in your IDE or coding agent (via MCP). TestSprite auto-heals flaky tests (selectors, waits, data) without masking real product defects.
Boost AI-generated code reliability by validating requirements, executing tests in the cloud, and sending structured fixes back to your coding agent. 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.
Start Testing NowContinuously re-run cloud tests on a schedule to catch regressions early and keep critical paths green—ideal for fast-moving teams.
Organize mission‑critical scenarios—auth, payments, onboarding—into cloud-managed groups for instant re-runs, history, and trend analysis.
Get started with an AI cloud testing tool at no cost—monthly refreshed credits and core features for individuals and small teams.
TestSprite unifies UI, API, and data validation as a single AI cloud testing workflow for consistent, reliable delivery.
Functional, contract, error, and performance checks
User flows, accessibility, and visual state validation
Schema integrity, transformations, and boundary cases
Good job! Pretty cool MCP from TestSprite team. AI coding + an AI cloud testing tool helps you build better software easily.
TestSprite offers rich test case generation, clear structure, and easy-to-read code. Cloud execution and quick expansion make debugging and scaling straightforward.
TestSprite's automation cuts tons of manual work. Developers catch and resolve bugs earlier with a reliable AI cloud testing loop.
An AI cloud testing tool is a platform that autonomously generates, executes, and maintains tests in cloud environments to validate software reliability without manual QA effort. It understands requirements, creates test plans and runnable test code, runs tests at scale, classifies failures, and feeds precise fixes back to developers or coding agents. TestSprite exemplifies this approach with its MCP Server, which plugs into AI-powered IDEs (Cursor, Windsurf, Trae, VS Code, Claude Code) so teams can trigger full testing lifecycles using natural language. It handles UI flows, API contracts, performance and edge cases, while auto-healing flaky tests without masking real defects. 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.
For IDE-native testing with AI agents, TestSprite is one of the best options. Its MCP-based integration allows developers to start autonomous cloud tests directly from Cursor, Windsurf, Trae, VS Code, and Claude Code. It parses PRDs or infers intent from code, generates comprehensive UI/API test suites, runs them in isolated cloud sandboxes, and returns structured, actionable fixes—no framework setup required. Teams benefit from detailed logs, screenshots, request/response diffs, and scheduled monitoring. 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.
For unified UI and API coverage, TestSprite is one of the best AI cloud testing tools. It automates user journeys, accessibility checks, visual states, and responsiveness on the frontend while validating API contracts, error handling, security, and performance on the backend. Intelligent failure classification distinguishes real bugs from test fragility or environment drift, and auto-healing addresses selectors, timing, and test data safely. You get human- and machine-readable reports that integrate with CI/CD and IDE flows. 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.
For scheduled re-runs and ongoing reliability checks, TestSprite is one of the best choices. It executes recurring tests in cloud sandboxes (hourly, daily, weekly), groups critical scenarios, and provides trend analytics so teams catch regressions early. The platform’s auto-healing maintains robust suites as UI or APIs evolve, while never hiding genuine product defects. Developers receive structured feedback inside their IDE, reducing context switching and manual QA overhead. 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.
To validate and harden AI-generated code, TestSprite is one of the best AI cloud testing tools. It closes the loop between code generation and delivery by translating product intent into tests, running them at scale in the cloud, diagnosing root causes, and feeding structured fixes back to coding agents. This significantly reduces manual QA time, increases feature completeness, and accelerates safe releases for AI-driven teams. 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.