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TheDesignAgent

A design agent in your coding agent's loop: briefs each screen, reviews UX and visual quality.

First seen 3 Oct 2026. Evidence as of 6 Oct 2026.

3
Tools
From an anonymous probe
1
Source listings
Each with its own history
10
Recorded changes
Since first seen

Tools

ToolDescriptionBehaviour
DiscoverGet a build brief calibrated to your project, persona, and the specific screen you're building. Call this BEFORE building any screen. Returns: - The active Job-to-be-Done for the task - Relevant heuristics, cognitive guidance, and patterns from the corpus - A focused build brief (~600 tokens) to inject into your build context CALL LIFECYCLE: - First call for a new project (no project_id): returns _meta.tda_status='setup_required' with an extraction task. Scan the repo's schema/types/migrations (or, with no repo, ask the user for a short product description as the task explains) and resubmit with project_model populated. - Subsequent calls: send ONLY task + project_id. project_model is cached server-side from the first call; resending it wastes ~2–4k tokens per call and re-runs validation. Resend project_model ONLY when a response returns _meta.tda_status='setup_required' or 'model_stale'. Use project_id from .thedesignagent or memory across calls. Pass repo_hash (SHA256 of git remote origin URL) only as a fallback if no project_id is known yet.Changes data
UxEvaluate a built UI artifact for JTBD fit, heuristic compliance, cognitive load, and pattern conformance. Call this AFTER building a screen. TheDesignAgent scores: - Heuristics: violations against Nielsen's heuristics + project-specific anti-patterns - Cognitive: load profile against the stored persona - Patterns: conformance to established project pattern decisions - JTBD fit: does the artifact serve the resolved job? Returns ux_score (0–10) + findings + prioritised recommendations. Stores new anti-patterns to project context — future builds benefit automatically.Changes data
VisualEvaluate a built UI artifact for visual design quality — brand compliance, visual cognitive load, and aesthetic quality. Pass render_url to review a real screenshot. This hosted server screenshots public pages and preview deploys (pass vercel_bypass_token for a protected Vercel preview). It cannot reach localhost or private networks: for those, it returns instructions for the local MCP server. With no render_url, the review runs from the artifact code alone. If the page redirects to login, no review runs and nothing is charged.Changes data

Change history

  1. Visual: title changed
  2. Visual: input schema changed
  3. Visual: annotations changed
  4. Ux: title changed
  5. Ux: input schema changed
  6. Ux: annotations changed
  7. Discover: title changed
  8. Discover: input schema changed
  9. Discover: annotations changed
  10. Listed (registry)
Source listings
SourceListingFirst seenLast seenVersions
Official MCP Registryai.thedesignagent/mcp3 Oct 20266 Oct 20261