"Exploring the structure of a project" matching MCP servers:

Enables generating UI design rules, fetching color palettes, and retrieving brand design references from over 328 brands.

An MCP server that provides AI tools with relational tech principles, patterns, and the Studio library to guide builders in creating community-centered tools using embedded design.

Enables controlling a game character, drawing on a canvas, and running chemistry experiments via natural language commands to Claude.

Enables AI agents to design and critique websites using 2026 trend reports, motion code recipes, design principles, palettes, type systems, section skeletons, references, and DESIGN.md tokens, with performance and reduced-motion handling built in.

MCP server for Blender that connects to the official Blender Lab add-on, exposing 27 tools for scene manipulation, object editing, materials, rendering, and Python execution through the add-on's actual wire protocol.

Provides UI architecture analysis for converting Figma designs or web pages into reusable UI code blocks with effort estimation in CSV format.

Enables AI assistants to control a Blender instance through MCP tools, supporting scene creation, editing, and asset exchange via HTTP and background CLI processes.

MCP server that lets AI assistants control Adobe After Effects - ExtendScript execution, background rendering, and deep project/layer inspection - with first-class Arabic/RTL and multilingual support. 44 tools.

Enables AI assistants to interact with the Cocos Creator editor through the Model Context Protocol, providing 50 core tools for editor functionality.

Enables MCP/AI clients to read project state and execute protected PCB operations in EasyEDA Pro via a local Bridge and official extension APIs.

Enables MCP clients to read design structure, take screenshots, create nodes, and edit UI directly on Figma canvas via a bridge between MCP and Figma Desktop.

Converts a Figma file into a React project using Ant Design, AG Grid, ApexCharts, and Tailwind CSS, with optional export of mobile screens as a React Native (Expo) app.

Enables AI agents to read and inspect local Figma .fig files entirely offline, exposing document structure, geometry, styles, text, components, variables, and embedded images via MCP tools.

Enables searching the Refero design catalog in plain English and generates DESIGN.md files for any project.

Enables local control of Adobe After Effects via MCP, offering offline creative skills, project inspection, and operation execution without cloud relay or an installed AE panel.

MCP server that lets LLMs drive Adobe After Effects, enabling project inspection, comp/layer mutations with undo support, JSON checkpoint/restore, and render-verification of edits.

Gives Claude full read/write control of a live Graphisoft Archicad 26 project through roughly 260 tools, spanning modeling, drafting, annotation, queries, documentation and exports. Also lets the model capture views to visually verify its work, with batched edits, strict validation and access to the official JSON API.

Enables AI agents to inspect and edit the live browser-resident canvas of the Boarderless app via a structured spatial ledger.

Enables local automation of Adobe After Effects 2024+ through MCP, including composition creation, arbitrary ExtendScript execution, footage import, project saving, and rendering via clients like Codex.

Enables live operation of a patched Inochi Creator through MCP, providing tools for project management, node editing, parameter control, animation, and asset import.