The testing layer for the AI age.
Built for scale, security, and seamless integration with your existing AI workflows.
Built for AI-native development
MCP Server is not a traditional test automation tool. It is designed for environments where code is written, modified, and iterated by AI agents at high velocity.
True end-to-end validation
Instead of checking isolated units or fragile UI scripts, MCP Server validates real user journeys across services and systems.
Scales with velocity
As AI generates more code, MCP Server scales testing and quality assurance automatically without added maintenance cost.
How MCP Server Works
Autonomous Testing for AI-Powered Development.
Understand What Your Agent Is Building
Understand What Your Agent Is Building
Shiplight MCP Server ingests context from AI coding agents, including PRDs, natural language requirements, code changes, and runtime signals. It builds a structured understanding of intended system behavior before testing begins.
Validate Implementation Step by Step
Validate Implementation Step by Step
As the coding agent builds, Shiplight works alongside it, launching browsers, interacting with the UI, and confirming each component works correctly. This tight collaboration catches issues during development, not after.
Generate and Execute E2E Tests Autonomously
Generate and Execute E2E Tests Autonomously
Once the feature is complete, Shiplight automatically generates end-to-end tests based on the validated interactions. No manual test writing. No QA handoff. Your test coverage grows with every feature shipped.
Diagnose Failures and Root Causes
Diagnose Failures and Root Causes
When something breaks, Shiplight provides step-by-step execution traces, screenshots, and pinpoints exactly where behavior diverged from expectations. Problems get identified and localized instantly.
Close the Feedback Loop
Close the Feedback Loop
Shiplight feeds diagnostic insights back to the coding agent, enabling autonomous remediation. The coding agent understands what failed, fixes the code, Shiplight re-validates without human intervention.
Built for teams shipping with AI.
Shiplight adapts to the complexity of your domain, from fast-moving AI startups to regulated industries.
AI Agent Teams
Teams using AI coding agents in IDEs or CI pipelines
Fast-Moving Products
Products with fast-moving feature development and frequent releases
QA Modernization
Organizations replacing manual QA with AI-native quality systems
Complex Platforms
Platforms struggling with brittle and expensive E2E testing