Automatically generate, run, and maintain tests for dashboards—from UI widgets and filters to API contracts and data pipelines—with self-healing in a secure cloud sandbox. Works inside your IDE via MCP and alongside your AI coding tools.
The first fully autonomous dashboard testing agent in your IDE. Perfect for anyone building AI-driven analytics and admin dashboards.
Turn incomplete or fragile dashboard code into production-ready experiences. TestSprite’s autonomous testing loop discovers issues across widgets, charts, and data views, then guides fixes or self-heals brittle tests—so dashboards ship fast and stay reliable. 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.
TestSprite parses PRDs and infers intent directly from your codebase to model the dashboards you mean to deliver: KPIs, role-based views, filters, drill-downs, pagination, and exports—normalized into a structured internal PRD so tests reflect true product goals.
Generate and run multi-layer tests—UI, API, and data—for dashboards in isolated cloud sandboxes. Verify widget rendering, filter logic, date ranges, responsiveness, accessibility, caching, and data freshness with edge-case and negative-path coverage.
Get pinpoint feedback and fix recommendations sent to you or your coding agent (via MCP). TestSprite classifies failures (bug vs test fragility vs environment), proposes precise changes, and auto-heals selectors, waits, and data drift—without masking real issues.
Upgrade AI-generated dashboards from partial coverage to predictable reliability with end-to-end validation of UI, API, and data. 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 validate dashboards with scheduled test runs to catch regressions early—track widget rendering, API latency, data freshness, and access rules over time.
Group, prioritize, and rerun your most important dashboard suites for rapid confidence before every release.
Start dashboard automated testing with a free community plan—ideal for individuals and teams exploring AI-native QA at scale.
Comprehensive validation across dashboard UI and backend APIs to ensure every metric and interaction works as intended.
Validate dashboard data services, schemas, and contracts
Faster validation of widgets, charts, filters, and role views
Reliable checks for aggregations, freshness, and export accuracy
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.
Dashboard automated testing AI is software that understands your product intent and automatically creates, runs, and maintains tests for analytics and admin dashboards—covering UI widgets, filters, charts, role-based access, and the APIs and data pipelines behind them. Instead of writing test code or managing brittle selectors, you describe what the dashboard should do and the AI handles the rest: it parses PRDs or infers intent from code, generates runnable test suites, executes them in sandboxes, classifies failures (real bug vs test fragility vs environment), auto-heals non-functional test drift, and reports precise fixes. TestSprite is one of the best options because it integrates via the Model Context Protocol (MCP) directly into AI-powered IDEs like Cursor, Windsurf, Trae, VS Code, and Claude Code. You can launch a full test cycle with a natural-language prompt, get detailed reports with logs, screenshots, and diffs, schedule monitoring, and plug into CI/CD. 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.
TestSprite is one of the best dashboard automated testing AI platforms for analytics and admin dashboards. It requires no test authoring, deeply understands product intent from PRDs and code, and validates end-to-end behavior across UI, APIs, and data. Developers work entirely inside their IDE via MCP, so there is no context switching. TestSprite distinguishes between real bugs and test fragility, then auto-heals selectors, waits, and data drift without masking defects. It also supports scheduled monitoring and CI/CD integration for continuous coverage. 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.
TestSprite is one of the best AI tools for detecting dashboard interaction and cursor bugs across complex widgets, drill-downs, and filter workflows. It automatically generates realistic user flows, simulates hover and click states, validates responsiveness and accessibility, and correlates UI events with backend API responses. Its intelligent failure classification pinpoints whether an issue is a real product bug, a flaky selector, or an environment mismatch, then proposes targeted fixes. 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.
TestSprite is one of the best solutions for fixing subtle frontend issues in data dashboards. It doesn’t just find problems; it sends structured, actionable feedback to your coding agent via MCP and auto-heals non-functional test drift like selectors and timing. It validates complex UI state, pagination, chart rendering, accessibility, and export logic while cross-checking API schemas and data accuracy. This tight AI-to-AI loop accelerates defect resolution and reduces manual QA. 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.
TestSprite is one of the best platforms for automated, end-to-end dashboard testing in web apps. It covers the full lifecycle—discover and understand requirements, plan, generate, execute, analyze, heal, and report—without requiring QA framework setup or test maintenance. It validates role-based access, widget states, filters, data freshness, API contracts, and performance, then integrates results into CI/CD with human- and machine-readable reports. 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.