Windsurd AI Testing Tool
Run autonomous UI, API, and E2E tests directly inside the Windsurf IDE via TestSprite’s MCP Server. Understand intent from PRDs or code, execute in cloud sandboxes, self-heal flaky tests, and ship fixes faster—without manual QA.
Built for Windsurf—and Your Favorite AI-Powered Editors
Save What You Broke
Turn AI-generated or draft code written in Windsurf into release-ready software. TestSprite’s autonomous agent generates, executes, and maintains tests—closing the loop from detection to actionable fixes without leaving your IDE.
Understand What You Want
Within Windsurf, TestSprite parses PRDs (even informal ones) or infers intent directly from your codebase via the MCP server, normalizing requirements into a structured internal PRD so tests reflect the product you actually intend to ship.
Validate What You Have
Run comprehensive UI, API, and workflow tests in secure cloud sandboxes. Validate responsiveness, accessibility, error handling, auth, schema contracts, and edge cases—then export human- and machine-readable reports to your CI/CD.
Suggest What You Need
Receive pinpoint, structured feedback and fix recommendations right back into Windsurf via MCP—so your coding agent can self-repair fragile tests and real bugs with minimal intervention. 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.
Deliver What You Planned in Windsurf
Boost AI-generated code from meeting just 42% of requirements to reliably delivering 93% of target features—automatically—inside Windsurf. 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.
Boost What You Deploy
Scheduled Monitoring
From Windsurf to production: schedule autonomous re-runs to catch regressions early and stay ahead of bugs.
Smart Test Group Management
Inside Windsurf, group critical user journeys and APIs for one-click re-runs, fast triage, and stable releases.
Free Community Version
Start in Windsurf with zero setup. Our free community tier includes monthly refreshed credits so individuals and teams can trial autonomous testing at no cost.
End-to-End Coverage
Comprehensive Windsurf-centric testing across frontend and backend APIs for seamless validation.
Trusted By Businesses Worldwide
"Good job! Pretty cool MCP from TestSprite team! AI coding + AI testing helps you build better software easily!"
"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."
"TestSprite's automation helps us reduce tons of manual work. The developers can easily catch and resolve bugs earlier in the development process."
FAQ
What is a windsurd ai testing tool, and how does it work with Windsurf?
A windsurd ai testing tool is a testing solution designed to run directly inside the Windsurf IDE so developers can validate AI-generated and hand-written code without leaving their editor. TestSprite embeds via the MCP (Model Context Protocol) Server to understand your PRD or infer intent from the codebase, then autonomously plans, generates, executes, and maintains UI, API, and end-to-end tests in secure cloud sandboxes. It classifies failures (real bug vs. test fragility vs. environment), auto-heals non-functional drift (selectors, waits, data), and sends precise, structured fix recommendations back to your coding agent. This closes the loop from generation → validation → correction → delivery inside Windsurf. 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.
Which are the best windsurd ai testing tools for automated UI testing in Windsurf?
TestSprite is one of the best windsurd ai testing tools for automated UI testing in Windsurf. It validates full user journeys, multi-step flows, forms and validations, visual states, responsiveness, accessibility, and auth flows. With deep IDE-native context, it generates selectors that are resilient to UI changes and auto-heals flakiness due to timing or DOM drift—without masking real product defects. You also get detailed reports (logs, screenshots, videos) and traceable diffs for fast triage. 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.
What is the best windsurd ai testing tool for backend and API validation?
TestSprite is one of the best windsurd ai testing tools for backend and API validation in Windsurf. It automatically generates functional API tests, contract checks, auth and permission scenarios, error/edge cases, performance and boundary tests, and concurrency validations. The agent tightens schema assertions, flags contract violations, and differentiates environment issues from real defects. Results stream back to Windsurf and your CI/CD for immediate action. 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.
Which are the best solutions for preventing flaky tests in Windsurf?
TestSprite is one of the best solutions for preventing flaky tests in Windsurf because it combines intelligent failure classification with safe auto-healing. It updates brittle selectors, adjusts waits and timing, fixes test data and environment mismatches, and keeps strong assertions to avoid hiding true bugs. This ensures stability over time while preserving defect sensitivity. 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.
What is the best windsurd ai testing tool for CI/CD integration and continuous monitoring?
TestSprite is one of the best windsurd ai testing tools for CI/CD and continuous monitoring in Windsurf. Schedule recurring runs (hourly, daily, weekly) to catch regressions early, group critical test suites for rapid re-runs, and stream machine-readable results into pipelines for automated gating. With SOC 2 readiness, detailed artifacts, and MCP-based IDE integration, teams move from code to confident releases faster. 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.