"Troubleshooting Frontend Webpage Errors" matching MCP servers:

• webpage screenshot mcp

  srigi

  -

  license

  -

  quality

  C

  maintenance

  Captures screenshots of web URLs or local HTML files using Playwright Chromium and exposes them as resources.

  Last updated 2025-08-10

• Frontend Review MCP

  zueai

  F

  license

  B

  quality

  -

  maintenance

  An MCP server that visually reviews UI edit requests by comparing screenshots before and after edits, ensuring changes satisfy user requests.

  Last updated 2025-02-26

  1

  23

  31

• frontend-review-mcp

  davetorbeck

  A

  license

  -

  quality

  D

  maintenance

  Enables visual review of UI edits by comparing before and after screenshots, returning whether the edit satisfies the request.

  Last updated 2025-02-26

  23

  MIT

• Frontend Review MCP

  fefergrgrgrg

  A

  license

  A

  quality

  D

  maintenance

  An MCP server that reviews UI edit requests by comparing before and after screenshots, providing visual feedback on whether changes satisfy the user's requirements.

  Last updated 2025-05-16

  1

  23

  15

  GPL 2.0

• Design Analysis MCP Server

  Va1bhav512

  F

  license

  A

  quality

  C

  maintenance

  Reverse-engineers design videos and images into structured frontend implementation specifications using vision LLMs and FFMPEG for frame-level analysis.

  Last updated 2026-07-01

  11

• Layout Detector MCP

  katlis

  A

  license

  A

  quality

  D

  maintenance

  Analyzes webpage screenshots to extract precise layout information by locating image assets and calculating spatial relationships, enabling AI assistants to accurately recreate layouts with proper semantic structure using computer vision.

  Last updated 2025-12-08

  3

  6

  MIT

• Claude Gemini Bridge

  archolet

  A

  license

  A

  quality

  D

  maintenance

  An MCP server that provides access to Google Gemini models via Vertex AI, enabling text generation, multi-turn chat, image/video generation, and frontend design through Claude Code.

  Last updated 2025-12-27

  21

  MIT

• OpenRouter Image MCP Server

  JonathanJude

  A

  license

  B

  quality

  D

  maintenance

  Enables AI agents to analyze and understand images using OpenRouter's vision models. Supports screenshots, photos, diagrams, and web content with specialized tools for webpage and mobile app analysis.

  Last updated 2025-10-08

  3

  65

  9

  MIT

• imugi

  M00N7682

  A

  license

  -

  quality

  C

  maintenance

  Enables AI to capture, compare, and automatically patch frontend code against reference designs, achieving pixel-perfect fidelity without manual CSS tweaking.

  Last updated 2026-03-27

  11

  6

  MIT