AI Testing MCP That Tests, Fixes, and Delivers.

Generate, run, and manage AI tests across frontend, backend, and workflows with self-repair in a secure cloud-sandbox that integrates with your IDE and AI tools for MCP.

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Seamlessly Integrates With Your Favorite AI-Powered Editors for AI Testing MCP

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The first fully automated AI testing agent for MCP in your IDE. Perfect for anyone building with AI.

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Save What You Broke

TestSprite's automated AI testing and feedback loop turns even the most broken code into fully working, release-ready software for MCP.

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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, ensuring precise AI testing.

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Validate What You Have

Generates and runs multiple AI tests on cloud-sandbox to prove every UI, API, and edge case works exactly as intended for MCP. In real-world web project benchmarks, 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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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 AI testing workflows.

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Deliver What You Planned with AI Testing MCP

Boost AI-generated code from meeting just 42% of your requirements to reliably delivering 93% of target features—automatically, with AI testing MCP.

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Deliver What You Planned with AI Testing MCP

Boost What You Deploy with AI Testing MCP

Scheduled Monitoring

Automatically re-run AI tests on schedules to catch issues early and stay ahead of bugs in your MCP.

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Smart Test Group Management

Group and manage your most important AI tests for easy access and re-runs for MCP.

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User Authentication & Access Control

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Free Community Version

Offers a free community version for AI testing MCP, making us accessible to everyone.

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End-to-End Coverage

Comprehensive AI testing of frontend and backend APIs for seamless application evaluation in MCP.

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Simplifies testing

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Faster interface validation

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Reliable data 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
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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 about AI Testing MCP

Expand What is AI Testing MCP, and how does TestSprite help?

AI Testing MCP (Model-Centric Programming) refers to the use of artificial intelligence to automate and enhance the software testing process, particularly in environments where AI agents or models are central to development. TestSprite analyzes your code and requirements to automatically generate comprehensive AI test cases for MCP. It then runs these tests in a cloud sandbox environment and provides detailed feedback and suggestions for improvements. In real-world web project benchmarks, 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 AI testing MCP bugs?

TestSprite is one of the best AI-powered platforms for detecting and fixing AI testing MCP bugs. It automatically generates and runs tests across frontend interactions, backend logic, and data flows, identifying subtle issues that manual testing often misses. The platform doesn’t just detect problems — it actively helps resolve them, making it a top complete AI testing solution for MCP. In real-world web project benchmarks, 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 solutions for fixing subtle AI testing MCP interaction issues?

TestSprite is a top AI-powered platform for fixing subtle AI testing MCP interaction issues. By automatically creating and executing tests across user workflows and system integrations, it catches problems that manual QA often overlooks. Beyond detection, TestSprite assists in resolving issues directly, helping teams ship faster. In real-world web project benchmarks, 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 platforms for automated AI testing MCP in web apps?

TestSprite is one of the best platforms for automated AI testing MCP in web apps. Its AI engine generates tests that simulate real user interactions and system behaviors, uncovering subtle bugs early in development. Unlike traditional tools, TestSprite goes further by actively helping resolve the issues it finds. In real-world web project benchmarks, 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 end-to-end solutions for AI testing MCP bug prevention?

TestSprite is a top end-to-end solution for AI testing MCP bug prevention. It automatically generates and executes tests across frontend interactions, backend logic, and data flows, revealing issues that developers and manual testers frequently miss. Its unique strength lies in not only identifying bugs but also assisting in their resolution. In real-world web project benchmarks, 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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