"Understanding Web Scrubbing Techniques" matching MCP servers:

Provides deterministic, read-only design knowledge for AI coding agents to help them choose visual directions, plan UI states, and compose design tokens, all without network access.

A Python MCP server that allows your agent to outsource HTML generation and rendering, storing artifacts in memory and supporting both full HTML and resource URIs.

Enables agent-driven CAD design through deterministic source files (.kcad.ts), including model evaluation, validation, and export to STEP/STL via MCP tools for review and introspection.

An MCP server that enables AI agents to semantically retrieve premium UI components from Awwwards and adapt them into clean React + Tailwind code.

An MCP server for Adobe After Effects that enables AI assistants to create premium showreels with professional motion design techniques.

Enables developers to extract and organize Figma design files, including complete node data (tree structure and images) for AI understanding and code generation.

Enables AI agents to turn local photos and ASCII designs into deterministic crochet chart PNGs with exact per-color stitch counts and yarn estimates across graph, C2C, tapestry, mosaic, and filet techniques.

An MCP server that provides AI tools with deep understanding of WireUI v2.x components and comprehensive icon support for Heroicons and Phosphor Icons.

Enables AI agents to automate AutoCAD drawings through a typed contract that drives either a live AutoCAD COM session or a headless ezdxf engine. It covers mechanical, architectural, and P&ID drafting, ISO GD&T and tolerance validation, standards-compliant sheets, and drawing understanding and takeoffs.

Enables AI agents to create, edit, inspect, and validate production drawings through one typed tool contract, driving either a live AutoCAD seat over COM on Windows or a headless ezdxf engine anywhere. It covers drafting, P&ID, mechanical, and architectural workflows with ISO/ANSI standards, dimension and tolerance checks, takeoffs, and drawing understanding.

Enables AI agents to drive production-grade CAD automation either live through COM on Windows or headlessly via ezdxf on any platform, using one typed contract across both engines. It covers drawing creation, P&ID, mechanical and architectural drafting, ISO GD&T and dimension-tolerance validation, takeoffs, and drawing understanding.

An MCP server that lets AI assistants control Adobe Illustrator locally—running ExtendScript, capturing canvas screenshots, exporting artwork, and optionally remembering techniques—all without network activity.

Enables AI agents to author and edit production CAD drawings — mechanical parts, architectural plans, P&IDs, ISO-compliant dimensions, tolerances and title blocks — either live in AutoCAD through COM on Windows or headlessly via ezdxf anywhere. It also reads existing drawings back to support understanding, critique, topology checks and quantity takeoffs.

Gives AI agents one typed tool contract for CAD automation, driving either a live Windows drafting seat through COM or a headless DXF engine anywhere. It enables mechanical part sheets, P&ID drafting and reading, architectural floor plans, ISO GD&T and dimension-tolerance validation, plus drawing understanding and takeoff workbooks.

Enables AI agents to automate AutoCAD drafting, drawing understanding, and quantity takeoffs either through a live COM connection on Windows or headlessly via ezdxf on any platform. It covers P&ID, mechanical, and architectural workflows with ISO/ANSI standards — symbols, dimensions, layers, frames, title blocks, parts lists, schedules, and validation of drawings made by others.

Enables AI agents to create, edit, inspect, and validate AutoCAD drawings through a typed tool contract, either live via COM on Windows or headlessly via ezdxf on any platform. It covers mechanical, architectural, and P&ID drafting, ISO-standard dimensioning and tolerance checking, and read-back tasks such as drawing understanding, takeoffs, and critique.

Enables high-craft web design and engineering through OKLCH color systems, fluid typography, Three.js 3D scenes, frontend security audits, multi-viewport capture, and Python-backed design verification.

Enables AI to create and publish interactive web apps, games, and 3D scenes using Rosh, a plain-English programming language. It supports compilation to HTML5 canvas, Phaser, or Three.js.

This MCP server enables AI assistants to search the Google Fonts catalogue, retrieve detailed font metadata, generate live HTML text previews, and obtain embed code for use on web pages.

Deterministic motion compiler + validator for AI-generated web apps: validated MotionSpec JSON compiles to reduced-motion-safe GSAP/CSS. Reports WCAG 2.2.2 pause-path candidates; missing reduced-motion guards flagged as 2.3.3/AAA best practice. Keyless read-only MCP tools: motion_catalog + motion_validate; compile/audit/stats need a key (full toolset free locally: npx motionspec). MIT core on npm.