"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.

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

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.

Enables generating parametric 3D-printable parts from OpenSCAD/CadQuery models, exporting STL/3MF files, running DFM checks, and retrieving Bambu X1 Carbon starting profile notes.

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.

Enables MCP clients to inspect and export OpenPencil .fig and .pen files directly from disk, supporting operations like info, tree traversal, XPath queries, linting, and conversion to various formats without the desktop app or CLI.

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 AI agents on Windows to build parts from JSON recipes, create and verify whole assemblies in a single call, check mass, center of mass, mates and interference, produce drawings with BOM, balloons and sections, work with sheet metal, and import/export STEP, IGES, PDF and DXF files. All edits run with automatic backups and verified rollback so user files are never left broken.

Enables previewing and inspecting .riv files, including artboard dimensions, animation names and timing, state-machine names, and input names and types, from VS Code and other MCP clients.

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.

MCP server for generating slides from natural language, with interactive preview and export to PDF, PPTX, and Markdown.

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.

Enables AI agents to extract design systems, analyze components, and maintain design-code consistency from Figma files, providing intelligent component analysis and accessibility compliance.

Enables AI assistants to securely access design files, artboards, tokens, PRDs, and design-to-code workflows, letting users implement or match designs from delivery URLs.

Enables generating, varying, retrieving, listing, and retargeting scannable art QR codes through a hosted service, including creating codes from prompts or existing images.