---
id: mcp-servers
kind: topic
title: "MCP servers"
atlas_url: https://designsystems.fly.dev/nodes/mcp-servers.md
---

# MCP servers

A read-only retrieval channel — search docs, get component docs and examples, list tokens. 17 of the 20 surveyed systems ship an official one. Practitioner uptake has not followed: 12% of teams use AI for documentation delivery at all.

17/20 systems ship an official MCP server against 12% of teams delivering docs through AI (zeroheight, n=147)

## Edges

- <- about <- AI Design Systems Conference 2026, AI in design systems: What's changing in 2026, Agent-Ready Design Systems Index, Base MCP: Teaching AI agents to speak the Base Design System, Building an Agentic Design System, Design Systems Report 2026, Figma MCP: turning Claude-generated UI into a component library, How We Made Our Design System Bilingual, Learning Agentic Design Systems, Life After the Prototype, Machine-Readable Design Systems for MCP and LLMs, Machine-readable specs for code generation (SmashingConf Amsterdam), Open Platforms, Opinionated Tools, and the Skills Between Them, State of AI in Design Systems, State of AI in Design Systems — Insights, Storybook 10.3: Component-driven development for humans and agents, Storybook 10.4: Automatic setup with agents, review filters, TanStack React, Storybook MCP for React, Storybook MCP sneak peek, The path to an AI enabled design system, What we learned auditing 37 design systems for AI-readiness, Your design system's newest author is an agent
- <- focus <- Ali Asghar Aamir, Andressa Lombardo, David Cai, Diana Wolosin, Dominic Nguyen, Eddie Machado, Elyse Holladay, Josef Richter, Kaelig Deloumeau-Prigent, Kiryl Zhukouski, Kyle Gach, Michael Shilman, Murphy Trueman, Nathan Curtis, Phong Trần, Robin Di Capua, Sil Bormüller, TJ Pitre
- <- ships <- Ant Design, Atlassian Design System, Base (Uber), Carbon, Chakra UI, HeroUI, Mantine, Material UI, Nuxt UI, PatternFly, Polaris, Primer, Salesforce Lightning (SLDS), State of AI in Design Systems, Storybook, Supernova, Trinity (BILL)

## Sources

- https://state-of-ai-in-design-systems.netlify.app/insights
- https://report.zeroheight.com/