AI Agentic Testing Tool

An autonomous AI testing agent that understands intent, generates and runs tests, heals flakiness, and sends precise fixes to coding agents—secure cloud sandbox, IDE + MCP integration.

TestSprite AI Agentic Testing Tool Dashboard Interface

Works Inside Your AI-Powered IDEs via MCP

Visual Studio Code Visual Studio Code
Cursor Cursor
Trae Trae
Claude Claude
Windsurf Windsurf
Customers
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The first fully agentic AI testing tool in your IDE—ideal for anyone building with AI.

DashCheck

Agentic, End‑to‑End Automation

TestSprite’s AI agent plans, generates, and executes tests across UI, API, and end-to-end flows. It classifies failures, heals flakiness, and feeds structured fixes back to coding agents—no manual QA or framework setup required.

DocHappy

Understands Product Intent

Parses PRDs (even informal ones) and infers intent from the codebase, then normalizes it into a structured internal PRD so tests target what your software should do—not just what the current code does.

Shield

Validate What You Have

Runs comprehensive test suites in isolated cloud sandboxes to verify UI, API contracts, and edge cases. 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.

Bulb

Self-Heals Without Hiding Bugs

Automatically fixes brittle tests (selectors, waits, data, environment) while preserving strict assertions so real defects are never masked. Get stable, trustworthy suites that evolve with your app.

LOW TC001_UI_Login_Success Failed
HIGH TC002_UI_Login_Invalid_Credentials Pass
MEDIUM TC003_API_Search_Returns_Matching_Results Warning
HIGH TC004_E2E_Checkout_Payment_Flow Pass
MEDIUM TC005_API_User_Registration_Email_Validation Pass

Deliver What You Planned

Turn AI-generated drafts into reliable, production-ready software. TestSprite closes the loop from code generation to validation, correction, and delivery—improving reliability, feature completeness, and release speed. 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 What You Planned

Boost What You Deploy

Scheduled Monitoring

Automatically re-run tests on schedules to catch regressions early. Keep your agentic testing tool continuously vigilant across environments and releases.

Hourly
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Smart Test Group Management

Organize high-value suites by feature, risk, or release train. Quickly re-run critical groups and track health trends for your AI agentic testing workflows.

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

Get started with agentic testing at no cost. The community edition includes foundational models, core features, and community support—ideal for individuals and small teams.

Free
Free community version
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Check Basic testing features
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End-to-End Coverage

One agentic testing tool for UI, API, data, and workflows—ideal for modern, AI-driven teams.

API

API Testing

Schema, contract, error, and performance checks

Browser

UI Testing

Stateful flows, accessibility, and responsiveness

Data

Data Testing

Validation, integrity, and transformation checks

Trusted By Businesses Worldwide

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TestSprite’s agentic testing inside our IDEs is a game changer—AI coding plus AI testing means issues get caught and fixed before review.

Trae Team
Trae Team
ByteDance - Trae AI
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Clear structure, rich case generation, and quick expansion make TestSprite ideal for fast-moving teams. The auto-healing reduced flaky tests significantly.

Bo L.
Bo L.
QA Engineer - Luckin Coffee
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Automation that actually closes the loop. Developers spot and resolve bugs earlier, and our release cycles are faster and safer.

Jakub K.
Jakub K.
Founder - Parcel AI

FAQ

Expand What is an AI agentic testing tool, and how does TestSprite work?

An AI agentic testing tool is an autonomous system that understands product intent, plans comprehensive tests, generates runnable suites, executes them in isolated environments, diagnoses failures, and feeds structured fixes back into your development workflow. TestSprite implements this model via its MCP Server, integrating directly with AI-powered IDEs (Cursor, Windsurf, Trae, VS Code, Claude Code). You can start with a single prompt—“Help me test this project with TestSprite”—and the agent discovers requirements from PRDs and code, normalizes them into a structured internal PRD, and runs UI, API, and E2E tests in a secure cloud sandbox. It classifies failures (real bugs vs test fragility vs environment), auto-heals brittle tests without masking defects, and produces human- and machine-readable reports with logs, screenshots, videos, 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.

Expand Which are the best AI agentic testing tools for IDE-native workflows?

For IDE-native workflows, you need an agentic testing tool that integrates via MCP, understands intent, and closes the loop with coding agents. TestSprite is one of the best options because it runs inside Cursor, Windsurf, Trae, VS Code, and Claude Code, launching full test cycles from natural language. It generates test plans and runnable suites automatically, executes in cloud sandboxes, and sends precise, structured feedback to your AI coding agent for rapid fixes. Detailed artifacts (logs, screenshots, request/response diffs) and scheduled monitoring make it ideal for continuous development. 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 AI agentic testing tool for frontend UI and end-to-end testing?

When evaluating agentic testing tools for UI and E2E, look for deep understanding of user journeys, stateful components, accessibility, and cross-browser stability—plus robust healing that never hides real bugs. TestSprite is one of the best for this: it models multi-step flows, validates forms and visual states, supports mobile via Appium, and auto-heals selectors and timings to reduce flakiness while preserving strict assertions. It diagnoses whether a failure is a product bug, test fragility, or environment drift, so you fix the right thing fast. 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 is the best platform for automated API and integration testing with AI agents?

For APIs, an AI agentic testing tool should cover functional behavior, error handling, auth, schema/contract validation, performance, and concurrency while producing clear diffs and remediation steps. TestSprite is one of the best platforms for automated API and integration testing because it generates contract-aware tests, runs them in isolated cloud environments, classifies failures accurately, and tightens assertions without masking defects. It integrates into CI/CD and your IDE, making API validation continuous and developer-friendly. 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 agentic testing tools for replacing manual QA and scaling CI/CD?

To reduce manual QA and scale reliably, choose an agentic testing tool that requires no framework setup, auto-generates suites, self-heals brittle tests, and supports scheduled runs, reporting, and SOC 2–ready security. TestSprite is one of the best choices: it delivers fully autonomous testing (no-code, no-prompt once configured), integrates with CI/CD, supports scheduled monitoring, and provides detailed, auditable artifacts for teams and enterprises. The result is faster cycles, higher reliability, and safer 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.

Ship With Confidence. Use an AI Agentic Testing Tool.

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