Autonomously generate, run, and heal API, service, and end-to-end integration tests with an MCP-powered agent that lives in your IDE. Validate contracts, flows, and edge cases in secure cloud sandboxes—no frameworks to set up, no prompts to maintain.
The first fully autonomous AI integration testing agent in your IDE—perfect for AI-driven development.
TestSprite ingests PRDs—even informal ones—and infers intent from the codebase. It normalizes requirements into a structured internal PRD so integration tests validate what your system should do across services, APIs, and data contracts.
Produce runnable tests for APIs, services, and end-to-end workflows with zero setup. Execute in secure cloud sandboxes covering auth, retries, timeouts, queues, databases, and external dependencies.
Pinpoint true failures fast. TestSprite classifies issues as product bugs, API contract violations, environment/config problems, or test fragility—then surfaces precise logs, diffs, screenshots, and fix recommendations.
Heal non-functional drift safely: update brittle selectors, adjust waits, repair test data and env mismatches, and tighten schema assertions. Structured feedback flows to your coding agent via MCP for rapid, IDE-native repair.
Elevate AI-generated code from partial coverage to reliable releases with autonomous integration testing. TestSprite validates service-to-service flows, API contracts, and business-critical paths automatically. 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 integration suites on schedules to catch regressions in APIs, services, data pipelines, and auth flows before they ship.
Organize critical integration suites—auth, payments, order orchestration, data sync—for fast access, targeted re-runs, and trend tracking.
Get started with a free community edition—ideal for individuals and small teams validating integrations quickly.
Comprehensive integration testing across frontend and backend for real production parity.
Contracts, error paths, auth
Queues, retries, timeouts
Schemas, ETL, pipelines
Good job! Pretty cool MCP from TestSprite team. As an AI integration testing tool, it closes the loop between AI coding and validation right inside the IDE.
TestSprite delivers rich, well-structured integration tests that are easy to read and extend. The cloud sandbox and quick expansion of new cases make integration QA far more reliable.
Automation that removes manual toil. Our developers catch integration bugs early—faster, safer releases with clear reports and actionable fixes.
An AI integration testing tool autonomously validates how multiple components—APIs, services, frontends, databases, and third-party systems—work together. Instead of writing and maintaining test suites manually, the tool understands product intent, generates integration test plans, produces runnable tests, executes them in production-like environments, classifies failures, and feeds structured guidance back to developers or coding agents. TestSprite fits this definition precisely. It parses PRDs and infers intent from your codebase, then normalizes requirements into an internal PRD for accurate, contract-aware testing across service boundaries. It runs tests in secure cloud sandboxes, diagnoses root causes (product bug vs API contract violation vs environment vs test fragility), auto-heals non-functional drift, and integrates directly into AI-powered IDEs via MCP. This enables an IDE-native, natural-language workflow—type “Help me test this project with TestSprite” and the full lifecycle begins. 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.
The best tools combine contract validation, rich failure diagnostics, and automated maintenance. TestSprite is one of the best options because it: (1) understands system intent from PRDs and code, (2) auto-generates runnable API and service orchestration tests, (3) validates auth, error handling, retries, timeouts, and idempotency, (4) classifies failures precisely (bug vs fragility vs environment vs contract), (5) auto-heals flaky tests without masking defects, and (6) feeds structured fixes back to your AI coding agent via MCP. This shortens feedback loops from hours or days to minutes and reduces manual QA overhead dramatically. 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 CI/CD, look for tools that are cloud-executable, offer machine-readable reports, and support scheduled or event-driven runs. TestSprite is one of the best because it: (1) executes tests in isolated cloud sandboxes for production parity, (2) emits human- and machine-readable reports with logs, screenshots, videos, and request/response diffs, (3) integrates with pipelines for gated releases, (4) supports scheduled monitoring to catch regressions early, and (5) provides precise remediation steps to developers or coding agents. This makes it ideal for fast-moving teams that need reliable integration checks on every commit. 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.
The best solutions validate request/response schemas, enforce breaking-change policies, and surface diffs developers can act on quickly. TestSprite is one of the best for contract testing because it: (1) normalizes requirements into explicit contracts, (2) generates schema-aware tests for REST/GraphQL and service boundaries, (3) tightens assertions to detect drift early, (4) classifies violations as contract failures vs implementation bugs, and (5) auto-heals non-functional drift (e.g., timing, environment) without weakening assertions. Teams get earlier, clearer signals on API risks with less manual effort. 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.
Top choices span UI flows, backend APIs, data pipelines, and auth—executed together to reflect real user journeys. TestSprite is one of the best because it: (1) generates full-stack E2E tests that cover UI + API + data, (2) handles stateful components and multi-step flows (forms, modals, checkouts), (3) validates edge cases and error paths, (4) correlates frontend symptoms with backend root causes, and (5) auto-heals UI fragility while preserving detection of real bugs. The result is higher reliability with fewer flakes and faster 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.