"An overview of knowledge graphs and their applications" matching MCP servers:

MCP server with 12 tools for design, UX, conversion, and product knowledge from Frontend Masters courses by Paul Boag and Sarah Drasner, enabling audits, accessibility checks, layout recommendations, and more.

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

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

Let AI agents build, edit and render JangaFX IlluGen node graphs (procedural textures, VFX flipbooks). 25 tools covering all 157 node types of IlluGen 1.2.1: typed pin checks, curves, gradients, splines and subgraphs. Projects are validated and rendered by your own IlluGen, which runs in an invisible private instance. Requires Windows and a licensed IlluGen. Not affiliated with JangaFX.

Lets AI agents browse, inspect and install Bladewell's Blade + Tailwind CSS v4 UI widgets in a Laravel app: list components, read their props and examples, check which installed files are out of date or edited, and add widgets (dry run by default). Runs inside the app with php artisan bladewell:mcp.

MCP server that gives LLMs deep knowledge of design systems and tokens, enabling intelligent design evolution, token analysis, and designer-to-developer handoffs.

A Model Context Protocol server that exposes an airline design system as a queryable knowledge base, enabling AI to discover components, find components for use cases, and scaffold prototypes.

Enables reading and editing nTop notebook block graphs, running them headlessly through nTop Automate, and measuring the resulting geometry.

Enables MCP clients to drive ArmorPaint 1.0 through a file-based bridge plugin, letting agents open projects, inspect and edit materials and node graphs, paint, and export textures on an unmodified ArmorPaint installation.

Enables inspecting, editing, and building QuadSpinner Gaea terrain graphs through MCP, including cloning graphs, adjusting inputs and outputs, setting variables, and running silent builds.

tdmcp is an open-source (MIT) Model Context Protocol server for TouchDesigner. You describe a visual in plain language and your AI assistant builds the real node network inside TouchDesigner, checks it for errors, and shows a preview — it ships an embedded operator knowledge base so the model uses real operators instead of guessing. TypeScript codebase, runs locally.

Enables an AI agent to discover Material Maker nodes, validate and build procedural material graphs through an undoable batch, and compare real 3D previews and labeled PBR maps returned as images. It also runs bounded parameter sweeps that restore the source state, and exports maps with manifests listing filenames, channels, sizes, hashes and changed-file state.

Enables AI-driven generation of UI components, full applications, and backend code across multiple frameworks (React, Vue, Angular, Svelte, HTML) with Figma integration and brand identity support.

Connects Autodesk Revit 2024 with Shelra and other MCP-compatible clients, enabling users to query models and parameters and work with Dynamo graphs through natural-language instructions, with Revit-side approval for edits.

Enables users to translate geometric bounding boxes, flowchart node connections, and architectural sketches into clean Mermaid graphs, JSON topology matrices, and boilerplate code scaffolds through MCP.

Diff rendered UI components against their Figma sources to identify visual drift, with an MCP server for coding agents to verify design compliance.

An MCP server that fetches and extracts Claude Design handoff bundles from URLs, enabling users to deploy design files directly into their projects with a single tool call.

Enables AI assistants to create Material Maker node graphs from natural language, validate them against the node catalog, and render them headlessly to PBR texture maps and editable .ptex files.

An MCP server that gives AI coding tools access to Figma design data for accurate one-shot implementation of designs.

An MCP server that lets Claude read Figma file comments directly, with tools to list comment threads scoped to a frame or file and render images of pinned nodes.