"An incomplete or malformed search query" matching MCP servers:

Token-efficient Figma MCP server with image export, query DSL, and design token support.

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

An MCP server that enables AI assistants to search royalty-free stock photos using natural language, example images, or similarity, and render results as an inline thumbnail grid.

Enables LLM agents to search, resolve and audit DTCG design tokens — finding the token behind an intent or a hard-coded color/size, checking naming grammar, auditing CSS for hard-coded or unknown tokens, arbitrating semver, and previewing token additions as JSON Patch diffs. Writes are gated behind explicit confirmation plus an opt-in flag, so every change arrives as a reviewable proposal rather than an edit.

Enables AI agents to keyword-search and browse curated UI/UX design inspiration — landing pages, iOS apps, and website templates — and view full-page or per-section screenshots without needing an API key.

Enables Claude and other MCP clients to query and modify an open Archicad project through Graphisoft's official JSON API and the ~250 commands of the Tapir add-on, covering model summaries, quantity takeoffs, quality checks, element creation (walls, slabs, zones), ID management, undo/journal history, and execution of arbitrary API or Tapir commands.

Enables an AI agent to create a font from scratch or restyle an imported TTF/OTF by drawing glyphs from outlines and shapes, setting side bearings and kerning, inspecting glyphs and proofs in a live preview, and exporting the result as an installable OpenType file.

Local, free MCP server for brand logo search and shadcn/ui component search & source lookup, requiring no API keys or login.

An MCP server that bridges AI agents to Autodesk Revit, enabling local tool-based interaction with Revit models, including query, create, and modify operations, with an optional personal tool baking system.

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.

Enables AI agents to connect to Revit 2024 via MCP, inspect documents and selections, query and modify elements, and validate, preview, or commit plans with audit logging and rollback.

Enables an agent to turn furniture measurements into parametric module parts, optimize panel cutting layouts, and export cut lists, labels, PDF/SVG, CSV, or DXF.

Enables AI agents to query a design system's components, tokens, icons, patterns, and usage or accessibility guidelines through standardized MCP tools, with pluggable adapters for different data sources.

Give your AI coding agent design taste. 104 curated design seeds with colors, fonts, spacing, and shadows. Query by vibe, brand, or style.

An MCP server that lets an AI assistant design a trade-show or vending-event floor plan from plain language, including placing booths, ensuring fire-code aisles, assigning vendors, validating for overlaps, and exporting an SVG map.

Enables LLMs to read, query, search, and manipulate a live schematic or PCB canvas in the browser, including retrieving the active document, searching the LCSC parts database, and placing components, drawing wires, and updating net names. Bridges an MCP client to the editor via a WebSocket extension so changes appear in real time.

An MCP server that drives a running FreeCAD session, exposing document management, modeling, inspection, snapshot, and optional workbench operations to MCP clients over stdio or authenticated remote HTTP.

Enables AI coding assistants to query, search, and preview curated real-world navigation bar components, injecting design inspiration directly into coding sessions.

Search, view, add, diff and update labsUI React components in a Next.js + Tailwind v4 project, and check its setup with doctor. Components are copied into your repo as plain TSX you own.

MCP server for creating and editing diagrams using draw.io. Allows generating diagrams from Mermaid or XML, searching shapes, and opening them in draw.io for export.