"Understanding Task Analysis, Splitting, and Execution Strategies" matching MCP servers:

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

Enables driving Inkscape headlessly from an MCP client, with verified SVG editing, rendering, optimization, and animation tools.

Connects Claude Desktop to a running FreeCAD instance, enabling document management, part creation and editing, direct Python execution, parts library insertion, FEM analysis, and 3D view screenshots.

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

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 drive CAD automation through a large typed tool surface, either against a live desktop CAD seat over COM on Windows or a headless ezdxf engine on any platform. It covers drafting and symbol libraries, ISO/ANSI dimension, GD&T and tolerance validation, mechanical, architectural and P&ID sheets, drawing understanding and critique, and takeoff workbooks.

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.

Enables AI agents to draft, edit and inspect CAD drawings through a single typed tool contract, driving a live AutoCAD session over COM on Windows or working headlessly with ezdxf on any platform. It covers ISO-compliant dimensioning and GD&T, P&ID, mechanical and architectural sheets, drawing critique and understanding, and quantity takeoffs exported to workbooks.

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.

Gives AI coding assistants live access to the Hyperiux Vault catalog of React and Next.js animation effects. Search effects, inspect dependencies and installation instructions, and retrieve source for free effects.

MCP server for creating and editing diagrams using draw.io. Allows generating diagrams from Mermaid or XML, searching shapes, and opening them in draw.io for export.

MCP server that turns AI into an SVG artist. One rendering engine with a rich JSON schema, AI controls all design parameters. Renders animated SVGs with CSS @keyframes and SMIL animations. Supports 16+ element types, parametric curves, pattern groups, gradient/filter/clip/mask definitions, and PNG preview. No external dependencies, runs locally via npx.

Search 161,000+ free hand-drawn Infyicon icons in four matching styles and fetch ready-to-embed SVG markup or PNG URLs, plus CSS class lookup for the 61,000-glyph Infyicon UI webfont. Free with attribution, no API key required.

Analyzes and extracts design tokens, assets, and layout from live websites to enable AI clients to faithfully replicate them, with tools for screenshotting, component inspection, and pixel-diff verification.

Enables AI agents to manage routes on the Design Canvas infinite canvas app, including adding, removing, listing routes, and capturing screenshots of the canvas.