Design servers expose Figma frames, components, and tokens to coding agents. Compact frame descriptions fit more design into context than full node exports. 843 published MCP servers match this ranking. The highest trust scores right now are GripForge at 67, mcp-seedream-pro at 67, Loopcut at 67. The order is the published trust score: registry record, license, maintenance, popularity, documentation, and security signals. Featured slots, when an editor sets them, are labeled and do not change the score. Best design MCP servers is not a paid placement.
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Every server that matches this ranking, ordered by trust score.
AI-editable diagrams as code: draw from YAML, propose diffs a human applies, export SVG/Mermaid.
Registry
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
Search the NASA image and video library. No key required.
Registry
–LicenseBQuality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: B. 79/100 for listing completeness. Lost points: short README, short summary, no docs link.Maintenance: Not graded. No commit or release date has been recorded.
Design, fill with real store data, render and publish Store Builder pages from an AI agent.
Registry
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
A headless painting engine for AI agents: brushes, paint load, wet blending, canvas texture.
Registry
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
Stage1 Inspector — local website capture, evidence views and design comparison
Registry
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
Convert a self-contained HTML design into an editable Adobe InDesign (.idml) file. 2 pages free.
Registry
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
The design system your coding agents check before they ship: tokens plus exact UI fixes.
Registry
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
Mozaic Design System (ADEO): tokens, components, icons, docs and style guides for any agent.
Registry
–LicenseBQuality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: B. 70/100 for listing completeness. Lost points: 13 of 13 tools barely described, short summary, no docs link.Maintenance: Not graded. No commit or release date has been recorded.
Local MCP canvas for Modellix image generation, editing, task recovery, and visual project work.
Registry
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
MCP server for the Korpi API: every top AI video, image and text model behind one key and one bill.
Registry
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
Power Apps via pac: solutions, canvas Power Fx source, Dataverse metadata, FetchXML, gated imports.
Registry
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
–LicenseDQuality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: D. 53/100 for listing completeness. Lost points: no README, 3 of 5 tools barely described, short summary.Maintenance: Not graded. No commit or release date has been recorded.
Polished system design diagrams (SVG/PNG) from a tiny YAML spec, ~18x fewer tokens than raw SVG.
RegistryRemote
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
Architecture diagrams for your agent: draw on the live OpenFlowKit canvas or edit diagram files.
Registry
–LicenseCQuality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: C. 60/100 for listing completeness. Lost points: no listed tools, short summary, no docs link.Maintenance: Not graded. No commit or release date has been recorded.
Layergen 3D model generation, retexture, and repair — for Claude Desktop and any MCP host.
Registry
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
Design AI agent teams for a business problem and generate ready-to-paste Claude Code prompts.
RegistryRemote
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
Create, edit and export SVG graphics with Inkscape: measured layout, templates, export.
Registry
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
MCP server exposing Galaxy UI components — manifests, source code, and framework coverage
Registry
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
Talk to any Figma file with your AI: ask what's in it, change it, or turn it into code.
Registry
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
Image risk, EXIF/IPTC/XMP, reverse-image backlinks, content, watermark, OCR via PicDefense.io.
RegistryRemote
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
OpenAI image generation MCP server for Model Context Protocol hosts
Registry
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
Generate and edit images with Google Gemini (Nano Banana / Nano Banana Pro) image models.
Registry
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
Runway ML MCP server: AI video, image, audio, voice generation, and task management
Registry
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
AI image generation MCP — generate, bg removal, 4x upscale, or full pro pipeline. USDC/Base.
Registry
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
