"Retrieving information from document directory with search and memory capabilities" matching MCP servers:

Enables intent-based semantic search over external design system documentation, allowing MCP-compatible AI assistants to retrieve relevant design tokens, component architectures, and code patterns via a single tool.

MCP server for AI-driven document creation, enabling generation of PowerPoint decks with consistent design themes and auto-generated images via ComfyUI.

Enables AI assistants to control Blender 3D modeling and rendering through natural language commands via the Model Context Protocol.

Every other colour API tells you what goes together. Colour Memory tells you what it means, where the evidence ends, and what it must not claim. 47,515 hand-researched records, graded A–E, every result cited. 91 specialist tools built for agents that need precision, not guesses. Direct MCP: https://api.colourmemory.com/mcp — no signup, no key for the free tools (10 calls).

Enables AI agents to discover and work with a user's permitted Excalidraw boards through a single MCP endpoint, reading and adding elements, images, and snapshots while respecting owner, view, edit, and guest-link access controls.

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

MCP server that lets AI assistants control Adobe After Effects via natural language, enabling composition and layer creation, animation, effects, presets, rendering, and arbitrary ExtendScript execution with Arabic/RTL support.

Enables AI assistants to search and download SVG icons from iconfont.cn, with support for style filtering and automatic login.

Enables an MCP-capable AI client to drive a locally installed, licensed Autodesk Inventor through its COM API for local modeling tasks. It supports creating and updating a rectangular plate and a parametric quickchanger concept assembly, opening and inspecting parts and assemblies, and returning viewport previews.

Local MCP server inside 8 Autodesk apps (Revit, AutoCAD, Civil 3D, Advance Steel, Navisworks, Inventor, 3ds Max, Robot; 2023–2027): 480+ read/write actions, one-click setup for Claude, ChatGPT/Codex and Cursor. Commercial, free 14-day trial. Formerly HMK Pilot.

Enables external AI assistants and MCP clients to programmatically control Adobe Illustrator via WebSocket, supporting generative vector creation, layer organization, and document automation from natural language prompts.

Control Adobe Illustrator with natural language from any MCP client, enabling document creation, editing, and export via ExtendScript.

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.

Enables AI clients to search a library of 2,800+ science illustrations, fetch SVG content and metadata, and download icons locally, with category/license filtering and attribution information.

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.

Reads Modao read-only prototype links and exports a directory of page screenshots with a catalog.

Enables AI models to generate interactive visuals including charts, diagrams, UI mockups, and SVG graphics from plain text prompts. This Windows-based MCP server serves as an intermediary to bridge AI tools with visual output capabilities.

Build presentations on an infinite canvas with zooming capabilities: create decks from templates and layouts, import PowerPoint, arrange slides into paths, add animations and speaker notes, render slides to PNG, and export PPTX (with Morph) or PDF, saved as an editable GlideDeck project.

Enables AI assistants to search, download, and use Pictogrammers icons (Material Design Icons, MDI Light, Memory) with visual coherence by pinning a project to a single library and variant.

Enables AI-powered icon search, generation, and download from 275,000+ icons with web-based authentication and subscription plans.

Enables AI agents to directly control Adobe InDesign through CLI commands, providing 148 discoverable capabilities for document creation, editing, and export automation.

Enables any MCP-capable client to drive a running TweakCAD browser tab through a local WebSocket bridge, forwarding CAD tool calls and commands to the live document while serving cached document and diagnostic reads.

Provides AI assistants with access to WordPress Design System component information and design guidance.

An MCP server that feeds AI agents your brand's real logos, colors, fonts, and approved slide layouts, so every deck and document comes out on brand the first time.

A local stdio server that lets AI agents search 59 bundled scientific illustration assets, create and edit figure projects through validated, revision-checked operation batches, and export editable SVG, draw.io, or .biocanvas files with attribution. It runs without API keys or remote listeners and confines its writes to named projects inside a configured workspace directory.

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

Enables MCP-capable AI clients to control an interactive SOLIDWORKS 2025 session through a durable shared queue with whole-operation locking, document targeting, and explicit recovery.

Enables MCP clients to control ZWCAD on Windows, providing 26 automation tools for 2D/3D drawing, annotation, entity editing, document management, and more.

Enables AI agents to search, browse, and apply hundreds of tokenized design styles from Curio's library to slides, websites, and products.