"Retrieving Markdown Files from a Database" matching MCP servers:

Converts Figma to Markdown. Strips out visual noise to drastically reduce LLM token consumption.

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.

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 generate professional UML diagrams (class, use case, activity, sequence) from natural language descriptions, producing editable .drawio files compatible with diagrams.net.

MCP server that creates, edits and exports architecture diagrams as .fluyo.json files, operating through tools like create_diagram, edit_diagram, and export_diagram directly from Claude.

Enables creating, editing, inspecting, rendering, and live-previewing Rive (.riv) animations directly from Claude without needing the Rive editor or cloud subscription, including building .riv files from scratch and a local web studio for human-AI collaboration.

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

Enables Claude AI to extract design information from Figma files and create or update designs via a Figma plugin, supporting both readonly and write modes.

Enables deterministic, headless access to Figma design files from AI agents and CI workflows using a personal access token, with tools for design snapshots, node search, text extraction, variables/tokens, and project discovery.

Generates ProcessOn mind maps from Markdown content. Provides tools to check API key validity and create mind maps.

Converts Markdown content into beautifully designed knowledge cards with customizable styles and sizes. Also supports fetching and converting WeChat public account articles to Markdown.

Enables Claude to interact with Adobe XD files, extract design information, and generate React components from designs.

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 generating designed, publish-ready PDF ebooks and reports from Markdown through natural language, with reusable brand themes, AI-generated covers, and editable saved projects.

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.

Enables users to connect Figma and use natural language to read design content, extract copy, and generate code from Figma files.

Generates editable Excalidraw diagram files from natural language descriptions of systems and architectures.

Enables Claude to draw on a live tldraw canvas from prompts, with real-time visualization in a browser. Provides tools for creating, updating, deleting shapes and retrieving canvas state.