{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"chromatic","slug":"chromatic","name":"Chromatic","type":"product","url":"https://www.chromatic.com","page_url":"https://unfragile.ai/chromatic","categories":["testing-quality","automation"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"chromatic__cap_0","uri":"capability://image.visual.visual.regression.detection.at.component.level","name":"visual-regression-detection-at-component-level","description":"Captures pixel-perfect snapshots of Storybook components across Chrome, Firefox, Safari, and Edge browsers, then performs automated visual diff analysis to detect UI changes between builds. Uses the SteadySnap algorithm to freeze animations, stabilize rendering, and perform burst capture to eliminate test flake from dynamic content, enabling reliable visual regression detection without manual threshold tuning.","intents":["I want to automatically catch unintended visual changes in my component library before they reach production","I need to verify that my design system components render consistently across all major browsers","I want to prevent CSS or layout regressions from being merged into my codebase"],"best_for":["design system teams managing shared component libraries","frontend teams with large Storybook instances (50+ components)","organizations prioritizing visual quality in CI/CD pipelines"],"limitations":["Limited to 4 major desktop browsers (Chrome, Firefox, Safari, Edge) — no mobile browser testing (iOS Safari, Android Chrome)","Snapshot consumption model means high-volume testing can incur overage costs ($0.008 per snapshot above plan limits)","SteadySnap's animation freezing may mask real dynamic rendering issues or timing-dependent bugs","Requires Storybook stories as test source — cannot test arbitrary React/Vue/Angular components without story definitions"],"requires":["Storybook 6.0+ with published stories","Git repository with CI/CD integration (GitHub, GitLab, Bitbucket, or custom)","Chromatic account (free tier: 5,000 snapshots/month)"],"input_types":["Storybook component stories (CSF format)","Git commit metadata and branch information"],"output_types":["Visual diff reports with pixel-level change highlighting","Build status (passed/failed/review required)","Snapshot metadata (browser, viewport, timestamp)"],"categories":["image-visual","testing-quality"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"chromatic__cap_1","uri":"capability://safety.moderation.accessibility.violation.detection.wcag.compliance","name":"accessibility-violation-detection-wcag-compliance","description":"Scans rendered components for WCAG 2.1 accessibility violations (contrast, ARIA, semantic HTML, keyboard navigation) and generates detailed violation reports with remediation guidance. Runs automatically on every snapshot capture and surfaces violations in the UI Review dashboard with severity levels and affected components.","intents":["I need to ensure my component library meets WCAG 2.1 accessibility standards before shipping","I want to catch accessibility regressions (broken ARIA labels, contrast failures) in my design system","I need to provide developers with specific, actionable guidance on how to fix accessibility issues"],"best_for":["teams with accessibility compliance requirements (government, healthcare, finance)","design system teams building inclusive component libraries","organizations adopting accessibility-first development practices"],"limitations":["Accessibility scanning is limited to Pro tier and above ($399/month minimum) — not available on free or Starter plans","Automated scanning cannot detect all accessibility issues (e.g., screen reader behavior, keyboard navigation flows) — requires manual testing for comprehensive coverage","Violations are reported per component snapshot, not across entire user journeys or multi-step workflows","No integration with external accessibility testing tools (axe, Lighthouse) — proprietary scanning engine only"],"requires":["Chromatic Pro plan or higher ($399/month)","Storybook 6.0+ with published stories","Git repository with CI/CD integration"],"input_types":["Rendered component snapshots from Storybook","Component DOM structure and ARIA attributes"],"output_types":["WCAG 2.1 violation reports with severity (critical, major, minor)","Remediation guidance and best-practice recommendations","Accessibility score per component"],"categories":["safety-moderation","testing-quality"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"chromatic__cap_10","uri":"capability://tool.use.integration.storybook.mcp.integration.for.ai.agent.context","name":"storybook-mcp-integration-for-ai-agent-context","description":"Provides a Model Context Protocol (MCP) server that exposes Storybook component metadata (stories, props, examples, accessibility info) to AI agents and LLMs. Enables AI tools to understand component APIs and usage patterns, facilitating AI-assisted code generation and component discovery workflows.","intents":["I want AI agents to understand my component library's APIs and usage patterns","I need to provide LLMs with component documentation so they can generate correct component usage","I want to enable AI-assisted code generation that respects my design system"],"best_for":["teams using AI coding assistants (Cursor, GitHub Copilot, Claude) and wanting design system awareness","organizations building AI agents that need to understand component APIs","design system teams wanting to expose component metadata to AI tools"],"limitations":["MCP integration is marked 'Coming Q1 2026' — not yet available in production","Component metadata transformation for AI agents is in development — final API and capabilities unknown","No documentation on what metadata is exposed or how AI agents should consume it","Requires MCP-compatible AI tools — not all coding assistants support MCP yet"],"requires":["Chromatic account (availability tier unknown — likely Pro+)","Storybook 6.0+ with published stories","MCP-compatible AI tool or agent (Cursor, Claude, or custom MCP client)"],"input_types":["Storybook component stories and metadata","Component props, examples, and documentation"],"output_types":["MCP server exposing component metadata","Component API documentation for AI consumption","Usage examples and best practices"],"categories":["tool-use-integration","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"chromatic__cap_11","uri":"capability://tool.use.integration.figma.plugin.design.to.code.traceability","name":"figma-plugin-design-to-code-traceability","description":"Embeds Chromatic Storybook links directly in Figma designs via a Figma plugin, enabling designers to navigate from design files to implemented components. Creates a bidirectional link between design and code, allowing teams to verify that implemented components match design specifications.","intents":["I want designers to see the implemented component when viewing a design in Figma","I need to verify that my implemented components match the design specifications","I want to create a single source of truth linking designs to code"],"best_for":["design system teams with both Figma and Storybook","organizations with design-to-code handoff workflows","teams wanting to reduce design-code divergence"],"limitations":["Figma plugin integration is one-way (design → code) — no two-way sync or design token extraction","Links are manual (designers must add links in Figma) — no automatic linking based on component names","No support for design token synchronization — only story links","Requires Figma workspace access and plugin installation — not available in read-only Figma files"],"requires":["Chromatic account with published Storybook","Figma workspace with permission to install plugins","Figma plugin installed and configured"],"input_types":["Figma design components and frames","Chromatic Storybook URLs"],"output_types":["Embedded links in Figma designs pointing to Storybook stories","Component metadata (name, story, browser, viewport)"],"categories":["tool-use-integration","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"chromatic__cap_12","uri":"capability://data.processing.analysis.snapshot.quota.management.with.overage.pricing","name":"snapshot-quota-management-with-overage-pricing","description":"Manages snapshot consumption across monthly billing cycles with tiered quotas (free: 5K, Starter: 35K, Pro: 85K snapshots/month) and overage pricing ($0.008 per snapshot). Provides usage dashboards and alerts to help teams monitor consumption and optimize testing strategies to stay within budget.","intents":["I want to understand how many snapshots my component library consumes and plan my budget","I need to optimize my testing strategy to reduce snapshot consumption and costs","I want to be alerted when I'm approaching my monthly snapshot quota"],"best_for":["teams with large component libraries (100+ components) managing testing costs","organizations with fixed testing budgets wanting cost predictability","development teams optimizing CI/CD spend"],"limitations":["Snapshot quota is monthly (resets on calendar month) — no ability to carry over unused snapshots","Overage pricing is per-snapshot ($0.008) — no volume discounts for high-volume testing","No granular cost allocation (e.g., per-project, per-team) — billing is account-wide","Usage dashboards are basic — no detailed breakdown of snapshot consumption by component or test type","No automatic cost optimization (e.g., auto-disable low-value tests) — teams must manually optimize"],"requires":["Chromatic account with billing configured","Git repository with CI/CD integration"],"input_types":["Snapshot execution data","Component and test metadata"],"output_types":["Monthly snapshot consumption report","Cost breakdown and overage charges","Usage alerts and quota warnings"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"chromatic__cap_13","uri":"capability://memory.knowledge.component.metadata.and.api.documentation.extraction","name":"component metadata and api documentation extraction","description":"Extracts component metadata (props, types, documentation) from component source code and Storybook stories, making it searchable and browsable in the Chromatic UI. Supports TypeScript prop types, JSDoc comments, and Storybook argTypes. Enables teams to discover components by searching for prop names, types, or documentation keywords. Planned integration with Storybook MCP (Model Context Protocol) for AI agent access to component APIs (Q1 2026).","intents":["Search for components by prop name, type, or documentation keyword","Discover components without repository access","Generate component API reference documentation automatically","Enable AI agents to understand component APIs and usage patterns"],"best_for":["Design system teams with large component libraries (50+ components)","Organizations wanting to make components discoverable without Git access","Teams planning to integrate AI agents with component libraries"],"limitations":["Metadata extraction depends on code quality; poorly documented components may have incomplete metadata","TypeScript prop types are extracted but runtime validation is not performed","Search is limited to component metadata; cannot search component implementations or usage examples","Storybook MCP integration is planned for Q1 2026; not yet available","No automatic documentation generation; metadata must be manually documented in code or stories"],"requires":["Storybook 6.0+ with argTypes or JSDoc comments","TypeScript or JSDoc-documented component code","Chromatic account (free tier and above)"],"input_types":["Component source code (TypeScript, JavaScript)","Storybook stories with argTypes","JSDoc comments"],"output_types":["Component metadata (JSON)","Searchable component catalog (HTML)","API documentation (markdown)"],"categories":["memory-knowledge","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"chromatic__cap_14","uri":"capability://data.processing.analysis.snapshot.based.cost.estimation.and.quota.management","name":"snapshot-based cost estimation and quota management","description":"Provides real-time snapshot consumption tracking and cost estimation based on the snapshot pricing model ($0.008 per snapshot overage). Displays projected monthly costs based on current usage trends. Allows teams to set snapshot budgets and receive alerts when approaching quota limits. Provides visibility into snapshot consumption by component, branch, and test run.","intents":["Monitor snapshot consumption to avoid unexpected overage charges","Estimate monthly costs based on current testing patterns","Identify components or test runs consuming excessive snapshots","Set budgets and alerts to control testing costs"],"best_for":["Teams with large component libraries where snapshot costs can become significant","Organizations wanting to optimize testing costs and avoid overages","Finance teams needing visibility into testing infrastructure costs"],"limitations":["Cost estimation is based on historical usage; may be inaccurate if testing patterns change","Snapshot consumption is opaque; no detailed breakdown of which components consume most snapshots","Budget alerts are notifications only; no automatic test throttling or quota enforcement","Overage pricing ($0.008/snapshot) is fixed; no volume discounts for high-volume users","No way to set per-project or per-team budgets; budgets are account-level only"],"requires":["Chromatic account (free tier and above)","Active test runs to generate consumption data"],"input_types":["Test run metadata (number of snapshots, components tested)"],"output_types":["Consumption report (JSON)","Cost projection (currency)","Budget alerts (notifications)"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"chromatic__cap_2","uri":"capability://automation.workflow.interaction.test.execution.and.reporting","name":"interaction-test-execution-and-reporting","description":"Executes Playwright and Cypress interaction tests defined in Storybook stories (play functions) and captures test results (pass/fail/error) alongside visual snapshots. Integrates test execution into the build pipeline so interaction test failures block merges and are visible in PR checks, providing a unified view of visual + interaction test health.","intents":["I want to verify that my component interactions (clicks, form inputs, state changes) work correctly before merging","I need to catch interaction regressions (broken button handlers, form validation) in my component library","I want a single dashboard showing both visual and interaction test results for each component"],"best_for":["teams using Storybook play functions for interaction testing","component library teams testing stateful components (forms, modals, dropdowns)","organizations wanting unified visual + interaction test reporting"],"limitations":["Requires Storybook play functions (CSF 3.0+) — cannot test arbitrary Playwright/Cypress test files outside Storybook","Interaction tests are scoped to individual component stories, not multi-component user journeys or end-to-end flows","No built-in performance profiling or timing assertions — interaction tests are pass/fail only","Test execution happens in headless browsers only — no visual debugging of failed interactions"],"requires":["Storybook 6.4+ with play functions enabled","Playwright or Cypress installed and configured","Git repository with CI/CD integration"],"input_types":["Storybook play functions (async test code)","Component story definitions (CSF format)"],"output_types":["Interaction test results (pass/fail/error) per story","Error messages and stack traces for failed interactions","Test execution time and performance metrics"],"categories":["automation-workflow","testing-quality"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"chromatic__cap_3","uri":"capability://automation.workflow.turbo.snap.incremental.snapshot.optimization","name":"turbo-snap-incremental-snapshot-optimization","description":"Analyzes Git history and file changes to identify which components have been modified since the last build, then executes snapshots only for changed components and their dependents. Reduces snapshot consumption by ~80% by skipping unchanged components, enabling cost-efficient testing of large component libraries without sacrificing coverage.","intents":["I want to reduce snapshot consumption and testing costs for my large component library","I need faster feedback on my PRs by testing only the components I changed","I want to maintain full visual regression coverage without paying for redundant snapshots"],"best_for":["teams with large Storybook instances (100+ components) facing high snapshot costs","organizations with tight CI/CD budgets wanting to optimize testing spend","development teams prioritizing fast PR feedback loops"],"limitations":["Requires Git history analysis — does not work with shallow clones or squashed commits without full history","Dependency detection is based on import analysis — may miss dynamic requires or indirect component dependencies","First build after enabling TurboSnap requires full snapshot capture (no cost savings on initial run)","Cannot be disabled per-PR — applies globally to all builds once enabled"],"requires":["Chromatic account (available on all tiers)","Git repository with full commit history","Storybook 6.0+ with published stories"],"input_types":["Git diff between base and head commits","Component dependency graph (inferred from imports)"],"output_types":["Optimized snapshot list (changed components + dependents only)","Snapshot consumption report showing savings percentage","Build execution time metrics"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"chromatic__cap_4","uri":"capability://automation.workflow.collaborative.ui.review.workflow.with.inline.comments","name":"collaborative-ui-review-workflow-with-inline-comments","description":"Provides a web-based UI Review dashboard where team members can view side-by-side visual diffs, approve/reject changes, and leave inline comments on specific components. Integrates with Git to block merges until review is complete, and sends notifications to Slack or email when reviews are requested or changes are made.","intents":["I want designers and developers to review visual changes together before merging to main","I need to document design decisions and feedback on component changes in one place","I want to enforce a review gate in my CI/CD pipeline so no visual changes merge without approval"],"best_for":["design system teams with cross-functional review requirements (designers + developers)","organizations with formal change control processes for UI components","teams using GitHub/GitLab/Bitbucket with PR-based workflows"],"limitations":["Review workflow is component-scoped — cannot review entire page layouts or multi-component user journeys","Comments are tied to specific snapshots — no persistent discussion threads across builds","No built-in approval workflows (e.g., require 2 approvals, specific reviewer roles) — approval is binary (approved/rejected)","Slack notifications are basic (build status only) — no rich formatting or detailed change summaries in notifications"],"requires":["Chromatic account (available on all tiers)","Git repository with CI/CD integration (GitHub, GitLab, Bitbucket, or custom)","Team members with Chromatic access (free accounts can view but not approve)"],"input_types":["Visual diffs from snapshot comparison","Component metadata (name, story, browser, viewport)","User comments and approval decisions"],"output_types":["UI Review dashboard with side-by-side diffs","Approval status (approved/rejected/pending) per component","Comment threads with timestamps and author attribution","Slack/email notifications"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"chromatic__cap_5","uri":"capability://memory.knowledge.storybook.versioned.hosting.and.component.discovery","name":"storybook-versioned-hosting-and-component-discovery","description":"Hosts versioned Storybook instances with automatic updates on every Git push, providing a searchable component library with API documentation, usage examples, and component metadata. Enables teams to publish and discover components across projects, with optional custom domain support and Figma plugin integration to link stories to design files.","intents":["I want to publish my Storybook as a discoverable component library for my team","I need to link my Storybook stories to Figma designs so designers can see implementation","I want to host multiple versions of my component library (main, staging, feature branches)"],"best_for":["design system teams publishing shared component libraries","organizations with multiple Storybook instances needing centralized discovery","teams using Figma for design and wanting design-to-code traceability"],"limitations":["Hosting is Storybook-only — cannot host arbitrary documentation or non-component content","Component discovery is team-scoped (no public component marketplace) — requires Chromatic account access","Custom domain support is Pro+ tier only ($399/month minimum) — free tier uses chromatic.com subdomain","Figma plugin integration is one-way (stories → Figma) — no two-way sync or design token extraction","No built-in component versioning or semantic versioning support — versions are Git branch/commit based"],"requires":["Storybook 6.0+ with published stories","Git repository with CI/CD integration","Chromatic account (free tier available with chromatic.com subdomain)"],"input_types":["Storybook build artifacts (HTML, JS, CSS)","Git branch and commit metadata","Component story definitions (CSF format)"],"output_types":["Hosted Storybook instance with searchable component library","Component metadata (name, description, usage examples)","Figma plugin links (if Figma integration enabled)"],"categories":["memory-knowledge","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"chromatic__cap_6","uri":"capability://automation.workflow.parallel.snapshot.execution.with.automatic.scaling","name":"parallel-snapshot-execution-with-automatic-scaling","description":"Executes snapshots in parallel across multiple browser/viewport combinations without requiring manual configuration or resource provisioning. Automatically scales parallelization based on snapshot count and available infrastructure, with no per-parallel-run pricing — all tiers include unlimited parallel execution.","intents":["I want my visual tests to run as fast as possible without waiting for sequential browser captures","I need to test my components across multiple browsers and viewports without configuring parallel runners","I want predictable build times regardless of component library size"],"best_for":["teams with large component libraries (100+ components) wanting fast feedback","organizations testing across 4+ browser/viewport combinations","development teams with tight CI/CD time budgets"],"limitations":["Parallelization is automatic and non-configurable — cannot limit parallel runs to reduce infrastructure load","No per-parallel-run metrics or visibility into parallelization strategy (e.g., how many snapshots per worker)","Snapshot execution time is not guaranteed to be linear with parallelization (overhead from browser startup, network latency)","No ability to prioritize certain snapshots (e.g., critical components first) — all snapshots execute with equal priority"],"requires":["Chromatic account (available on all tiers)","Storybook 6.0+ with published stories","Git repository with CI/CD integration"],"input_types":["Storybook stories and snapshot definitions","Browser/viewport configuration"],"output_types":["Snapshot results (pass/fail/review) per browser/viewport","Build execution time and parallelization metrics","Snapshot count and consumption report"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"chromatic__cap_7","uri":"capability://tool.use.integration.git.and.ci.cd.native.integration.with.pr.checks","name":"git-and-ci-cd-native-integration-with-pr-checks","description":"Integrates directly with Git platforms (GitHub, GitLab, Bitbucket) and CI/CD systems to automatically trigger snapshot captures on every code push, report results as PR checks, and block merges until visual review is complete. Supports custom Git integrations via webhooks for non-standard Git platforms.","intents":["I want visual tests to run automatically on every PR without manual triggering","I need PR checks to show visual test status and block merges if changes are not approved","I want to integrate Chromatic into my existing CI/CD pipeline without custom scripting"],"best_for":["teams using GitHub, GitLab, or Bitbucket with PR-based workflows","organizations with strict change control requirements (no merges without approval)","development teams wanting zero-friction CI/CD integration"],"limitations":["Native integration is limited to GitHub, GitLab, Bitbucket, and custom webhooks — no support for other Git platforms (Gitea, Forgejo)","PR checks are binary (passed/failed) — no granular status reporting (e.g., 'visual changes pending review')","Merge blocking requires explicit approval in Chromatic UI — cannot be automated based on rules (e.g., auto-approve if no visual changes)","Webhook integration requires manual configuration — no UI for setting up custom Git integrations"],"requires":["Chromatic account (available on all tiers)","Git repository on GitHub, GitLab, Bitbucket, or custom Git platform","CI/CD system with webhook support (for custom integrations)"],"input_types":["Git push events and PR metadata","Commit diff and changed files","CI/CD build status and artifacts"],"output_types":["PR check status (passed/failed/review required)","Build status in Git platform UI","Webhook notifications to CI/CD system"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"chromatic__cap_8","uri":"capability://image.visual.multi.browser.and.viewport.snapshot.capture","name":"multi-browser-and-viewport-snapshot-capture","description":"Captures component snapshots across 4 major browsers (Chrome, Firefox, Safari, Edge) and configurable viewport widths/heights in a single build. Enables cross-browser visual regression detection and responsive design validation without requiring separate test runs per browser.","intents":["I want to verify my components look correct across Chrome, Firefox, Safari, and Edge","I need to test my responsive design at multiple viewport sizes (mobile, tablet, desktop)","I want to catch browser-specific CSS bugs (e.g., Safari rendering differences) automatically"],"best_for":["teams supporting multiple browsers and need cross-browser compatibility assurance","design system teams building responsive components","organizations with strict browser support requirements (e.g., enterprise)"],"limitations":["Limited to 4 major desktop browsers — no mobile browser testing (iOS Safari, Android Chrome)","Viewport testing is width/height based — no device-specific testing (e.g., iPhone 14 Pro viewport)","Browser versions are managed by Chromatic (no control over specific versions) — may lag behind latest releases","Multi-browser snapshots increase snapshot consumption proportionally (e.g., 4 browsers = 4x snapshots per component)"],"requires":["Chromatic account (available on all tiers)","Storybook 6.0+ with published stories","Browser/viewport configuration in Storybook or Chromatic settings"],"input_types":["Storybook component stories","Browser and viewport configuration (width, height, browser name)"],"output_types":["Snapshots per browser/viewport combination","Visual diffs highlighting browser-specific differences","Cross-browser compatibility report"],"categories":["image-visual","testing-quality"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"chromatic__cap_9","uri":"capability://tool.use.integration.slack.and.webhook.notification.integration","name":"slack-and-webhook-notification-integration","description":"Sends build notifications to Slack channels or custom webhooks when snapshots complete, including build status, snapshot count, and link to UI Review dashboard. Enables teams to monitor visual test results without logging into Chromatic, with customizable notification frequency and channels.","intents":["I want my team to be notified in Slack when visual tests complete on a PR","I need to integrate Chromatic build status into my custom notification system via webhooks","I want to reduce context-switching by seeing test results in Slack instead of logging into Chromatic"],"best_for":["teams using Slack for development communication","organizations with custom notification systems requiring webhook integration","development teams wanting asynchronous build status updates"],"limitations":["Slack notifications are basic (build status, snapshot count, link) — no rich formatting or detailed change summaries","Webhook payloads are not documented — no schema reference for custom integrations","Notification frequency is not configurable — notifications are sent on every build completion","No support for other chat platforms (Discord, Teams, Mattermost) — Slack only"],"requires":["Chromatic account (available on all tiers)","Slack workspace with permission to add apps (for Slack integration)","Webhook endpoint with HTTPS support (for custom webhooks)"],"input_types":["Build completion events","Snapshot results and metadata"],"output_types":["Slack messages with build status and link to UI Review","Webhook POST requests with build data"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"chromatic__headline","uri":"capability://automation.workflow.visual.testing.and.ui.review.platform","name":"visual testing and ui review platform","description":"Chromatic is a visual testing and UI review platform that integrates with Storybook, allowing developers to capture component snapshots, detect visual changes, and streamline collaboration during UI development.","intents":["best visual testing tool","visual testing platform for UI components","UI review tool for design systems","automated visual regression testing solution","collaborative UI testing software"],"best_for":["web developers","UI/UX designers","product managers"],"limitations":["no backend testing","limited customization options"],"requires":["integration with Storybook"],"input_types":["code changes","UI component states"],"output_types":["test results","snapshots of UI components"],"categories":["automation-workflow","testing-quality","automation"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":55,"verified":false,"data_access_risk":"high","permissions":["Storybook 6.0+ with published stories","Git repository with CI/CD integration (GitHub, GitLab, Bitbucket, or custom)","Chromatic account (free tier: 5,000 snapshots/month)","Chromatic Pro plan or higher ($399/month)","Git repository with CI/CD integration","Chromatic account (availability tier unknown — likely Pro+)","MCP-compatible AI tool or agent (Cursor, Claude, or custom MCP client)","Chromatic account with published Storybook","Figma workspace with permission to install plugins","Figma plugin installed and configured"],"failure_modes":["Limited to 4 major desktop browsers (Chrome, Firefox, Safari, Edge) — no mobile browser testing (iOS Safari, Android Chrome)","Snapshot consumption model means high-volume testing can incur overage costs ($0.008 per snapshot above plan limits)","SteadySnap's animation freezing may mask real dynamic rendering issues or timing-dependent bugs","Requires Storybook stories as test source — cannot test arbitrary React/Vue/Angular components without story definitions","Accessibility scanning is limited to Pro tier and above ($399/month minimum) — not available on free or Starter plans","Automated scanning cannot detect all accessibility issues (e.g., screen reader behavior, keyboard navigation flows) — requires manual testing for comprehensive coverage","Violations are reported per component snapshot, not across entire user journeys or multi-step workflows","No integration with external accessibility testing tools (axe, Lighthouse) — proprietary scanning engine only","MCP integration is marked 'Coming Q1 2026' — not yet available in production","Component metadata transformation for AI agents is in development — final API and capabilities unknown","builder identity is not verified yet","no observed match outcomes 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