Answer in brief
Every claim in this reference rests on a public page: a design system’s own docs, its official GitHub, its npm page, its maker’s blog, or the standard a rating looks for. This page lists each source once, with what it supports and the entries that cite it, then the comparison’s 48 ratings, each linked to its proof.
What counts as a source
A source is a page published by the system’s makers or by the body that wrote a standard. Lists made by third parties never count, however well ranked, because they cannot show what a system ships. Where no public page shows a thing, the rating is No and the entry says so.
Sources describe themselves, not Simbolik
A system’s own docs support what that system offers. They do not endorse Simbolik or this reference, and a link from here does not mean its makers know of it.
Every source the entries cite
- Define success criteria and build evaluations, Anthropic (opens in a new tab)
Test sets that mirror the real task with its edge cases, graded automatically where possible, with more cases preferred over fewer hand-graded ones, and a held-out set.
- Web Content Accessibility Guidelines 2.2 (opens in a new tab)
The contrast ratio of at least 4.5:1 for normal text that a script can check.
- Primer MCP server (opens in a new tab)
Primer’s lint_css tool, which checks CSS for Primer’s design token usage.
- Simbolik Design System, check your site (opens in a new tab)
A checker that lists every value and component written by hand, with a report scripts and agents can read.
- Simbolik (opens in a new tab)
The same brief given to the same model with and without a design system, shown as three pairs.
- Model Context Protocol, understanding MCP servers (opens in a new tab)
An MCP server’s tools, resources and prompts, and tools defined with typed inputs and outputs.
- Carbon MCP, onboarding and setup (opens in a new tab)
IBM Carbon’s hosted server, its IBMid sign-in and the carbon-builder skill that goes with it.
- Carbon MCP on GitHub (opens in a new tab)
The Terms of Use that govern Carbon’s hosted MCP service.
- Ant Design, MCP server (opens in a new tab)
Ant Design’s official server, started with antd mcp from its CLI.
- shadcn/ui, MCP server (opens in a new tab)
shadcn/ui’s official server, which browses, searches and installs components.
- Chakra UI MCP server (opens in a new tab)
Chakra UI’s official server, and the Pro tools in it that need a paid license key.
- Simbolik Design System, working with AI assistants (opens in a new tab)
The free design system’s components.json, a catalog an agent fetches rather than a live server.
- Design Tokens Format Module 2025.10 (opens in a new tab)
What design tokens as data look like in the W3C community group’s format.
- Model Context Protocol (opens in a new tab)
The open protocol behind the agent access the comparison looks for.
- The llms.txt proposal (opens in a new tab)
The plain-text index of docs the comparison looks for.
- AGENTS.md (opens in a new tab)
The open format for written guidance to coding agents.
- Atlassian Design System, get started with AI (opens in a new tab)
A public design system’s own page on how agents should build with it, one of the four that rate Yes on every count.
- AI Systems, Simbolik (opens in a new tab)
Simbolik’s own description of the custom AI-ready design systems it builds, and its site built by an AI agent.
- Carbon’s theme tokens, white theme (opens in a new tab)
IBM Carbon’s design tokens as a .tokens.json file that points at the 2025.10 schema.
- @adobe/spectrum-tokens on the npm registry (opens in a new tab)
Adobe Spectrum’s design tokens published as a JSON package.
- Primer Primitives on GitHub (opens in a new tab)
GitHub Primer’s design tokens, published as JSON in @primer/primitives.
- shadcn/ui, theming (opens in a new tab)
shadcn/ui’s theme kept as CSS variables rather than a design tokens file.
- Atlassian’s llms.txt (opens in a new tab)
Atlassian’s index, beside its llms-full.txt and split files for design tokens and components.
- Ant Design’s llms.txt (opens in a new tab)
Ant Design’s index, beside its llms-full.txt and Markdown pages.
- React Spectrum’s llms.txt (opens in a new tab)
Adobe’s index for React Spectrum, whose every page also opens as .md.
- Polaris docs as Markdown, Shopify (opens in a new tab)
Shopify’s pages as Markdown by adding .md, with no llms.txt.
- Primer’s llms.txt address (opens in a new tab)
Cited as the proof that it is missing. The address answers 404, so Primer publishes no llms.txt.
- GOV.UK Design System’s llms.txt address (opens in a new tab)
Cited as the proof that it is missing. The address answers 404, so the GOV.UK Design System publishes no llms.txt.
- About Simon Martin, Simbolik (opens in a new tab)
Simon Martin’s own account of his work, the studio and the AMPECO design system.
- Simbolik Design System (opens in a new tab)
The free design system’s version and its 110 components.
- Simbolik Design System’s llms.txt (opens in a new tab)
The free design system’s DTCG design tokens, its code under MIT and its Figma file under CC BY 4.0.
- Simbolik Design System on GitHub (opens in a new tab)
The free design system’s public code, and skills for AI agents listed as what comes next.
- Fluent UI discussion 35732 (opens in a new tab)
A Fluent maintainer, 2026-02-25, saying the Fluent MCP server has not been released outside Microsoft.
- Material Web on GitHub (opens in a new tab)
Material Web’s own README, which says it is in maintenance mode pending new maintainers.
- The MIT License, Open Source Initiative (opens in a new tab)
MIT’s condition that the copyright and permission notice be included in all copies.
- Apache License 2.0, Apache Software Foundation (opens in a new tab)
Apache 2.0’s condition that anyone receiving the work gets a copy of the license.
- GOV.UK Design System, typeface (opens in a new tab)
GDS Transport is for services on service.gov.uk; services on other domains use another typeface.
- Polaris icons license, in the @shopify/polaris-icons package (opens in a new tab)
The icons may only be used for apps that work with Shopify, and stand-alone apps must look distinct from Shopify’s products.
- SIL Open Font License 1.1 (opens in a new tab)
Fonts under the OFL may be bundled and embedded, may not be sold by themselves, and changed versions may not use a Reserved Font Name.
- IBM Plex license (opens in a new tab)
IBM Plex, Carbon’s typeface, under the OFL with Plex as a Reserved Font Name.
- Material design icons on GitHub (opens in a new tab)
Google’s Material icons offered under Apache 2.0.
- @salesforce-ux/design-tokens on the npm registry (opens in a new tab)
The package’s license field, which points to a LICENSE.txt file.
- Ant Design, for agents (opens in a new tab)
Ant Design’s ready prompt for agents and its installable skill.
- Chakra UI, skills (opens in a new tab)
Chakra UI’s installable skills for agents.
- Primer’s design tokens guide (opens in a new tab)
A guide shipped in Primer’s package and written for language models, with rules such as never using raw values.
- Fluent UI’s AGENTS.md (opens in a new tab)
Guidance written for contributors to Fluent’s own code, the reason Fluent rates Partly on guidance.
- TypeScript handbook, everyday types (opens in a new tab)
What typed props mean, for the second question.
- @fluentui/react-theme on the npm registry (opens in a new tab)
Fluent 2 publishes its design tokens as a package, for the worked example's first question.
- @fluentui/react-components on the npm registry (opens in a new tab)
The package names its TypeScript declarations in dist/index.d.ts, for the worked example's second question.
- Fluent UI React v9, llms.txt (opens in a new tab)
Fluent’s own llms.txt, which links a plain-text file for each docs page, for the worked example’s fourth question.
- @adobe/spectrum-tokens on npm (opens in a new tab)
The Design tokens rating, Yes; a published JSON package.
- React Spectrum, working with AI (opens in a new tab)
The Agent access and Guidance ratings, Yes; the MCP server and the agent skills.
- React Spectrum Button, as Markdown (opens in a new tab)
The Typed props rating, Yes; the component’s API table with types and defaults.
- Spectrum Web Components, build with AI (opens in a new tab)
The guidance for the web components, which shares the Yes.
- AGENTS.md on GitHub (opens in a new tab)
The format’s repository and its MIT license.
- SLDS starter kit for Lightning Web Components (opens in a new tab)
An AGENTS.md aimed at building UI with a design system.
- Ant Design’s design.md (opens in a new tab)
The Design tokens rating, Yes; design tokens in YAML, marked alpha.
- Ant Design CLI (opens in a new tab)
The `antd token` and `antd info` commands, and JSON output of the design tokens.
- antd on the npm registry (opens in a new tab)
The Typed props rating, Yes; the package’s TypeScript types.
- @atlaskit/tokens 20.9.1, file list (opens in a new tab)
The Design tokens rating, Yes; JSON files of design tokens, not in the W3C format.
- Atlassian’s llms-full.txt (opens in a new tab)
The full text of the docs in one file, and its instruction to use only the design tokens it lists.
- Atlassian’s components file for language models (opens in a new tab)
The Typed props rating, Yes; a props table per component.
- Color, Simbolik Design System (opens in a new tab)
Colors named by role, among them the brand fill, brand and on-brand text and the brand edge, over raw ramps that never reach CSS.
- Spectrum design tokens, Adobe (opens in a new tab)
Semantic tokens that communicate purpose, over primitives used through them.
- Chakra UI theming, for language models (opens in a new tab)
The Design tokens rating, Partly; design tokens as theme objects in the package.
- Chakra UI’s llms.txt (opens in a new tab)
The Docs rating, Yes.
- @chakra-ui/react on the npm registry (opens in a new tab)
The Typed props rating, Yes; the package’s TypeScript types.
- Passing props to a component, React (opens in a new tab)
Props as the information a parent passes to a component.
- ensure-design-token-usage, Atlassian ESLint plugin (opens in a new tab)
A lint rule that enforces design tokens rather than hard-coded values.
- Guide to variables in Figma (opens in a new tab)
What variables store, and the plans that can publish them to a library.
- Modes for variables (opens in a new tab)
Importing and exporting variables as JSON in the W3C community format, and the plans that can.
- Figma Variables REST API (opens in a new tab)
The API’s condition, a full seat in an Enterprise org.
- Code Connect (opens in a new tab)
What Code Connect does, its plans and seats, and the one framework a Professional plan keeps.
- Code Connect and MCP (opens in a new tab)
What Code Connect adds to the context the MCP server sends an agent.
- Figma MCP server, tools and prompts (opens in a new tab)
The `get_variable_defs` and `get_code_connect_map` tools.
- Figma MCP server, rate limits and access (opens in a new tab)
The read limits on each plan.
- Code Connect on GitHub (opens in a new tab)
Its MIT license, and template files as the one maintained way to use it.
- @primer/primitives on npm (opens in a new tab)
The Design tokens rating, Yes; JSON design tokens in a published package.
- @primer/react on npm (opens in a new tab)
The Typed props rating, Yes; the package ships its types.
- Material Web theming (opens in a new tab)
The Design tokens rating, Partly; Sass and CSS variables.
- Material Web docs on GitHub (opens in a new tab)
The Docs rating, Partly; component docs as Markdown in the repository.
- Material Web button docs (opens in a new tab)
The Typed props rating, Yes; the component’s API section.
- govuk-frontend on the npm registry (opens in a new tab)
The Design tokens rating, Partly; Sass settings and CSS, no design token JSON.
- govuk-frontend-mcp, a community server (opens in a new tab)
The Agent access rating, No; the one server found describes itself as unofficial.
- GOV.UK Frontend on GitHub (opens in a new tab)
The Guidance rating, No; no AGENTS.md or rules file in the repository.
- GOV.UK Design System, button, Nunjucks options (opens in a new tab)
The Typed props rating, Partly; a documented options table, no TypeScript types.
- Carbon’s llms.txt (opens in a new tab)
The Docs rating, Yes.
- @carbon/react on the npm registry (opens in a new tab)
The Typed props rating, Yes; version 1.120.0 ships its TypeScript types.
- The llms.txt proposal, as Markdown (opens in a new tab)
The format of the file, the Markdown copies of pages, and which file an agent uses.
- llms.txt changes (opens in a new tab)
What version 2 changed, in August 2026.
- llmstxt.org’s own llms.txt (opens in a new tab)
The proposal describing itself as a proposal.
- llms-txt on GitHub (opens in a new tab)
The proposal’s repository and its Apache 2.0 license.
- MCP transports (opens in a new tab)
The two transports, stdio and Streamable HTTP.
- Plausible Analytics, data policy (opens in a new tab)
What Plausible collects and what it leaves out.
- @salesforce-ux/design-tokens 4.1.0, file list (opens in a new tab)
The Design tokens rating, Yes; JSON, CSS, Swift and Kotlin files.
- End of life for the Salesforce DX MCP server (opens in a new tab)
The Agent access rating, No; the server's end of life on November 2, 2026, and skills in its place.
- SLDS tools in the Salesforce DX MCP docs (opens in a new tab)
The one beta SLDS tool left on the page, which it says a skill supersedes.
- Salesforce’s llms file for Lightning Web Components (opens in a new tab)
The Docs rating, Partly; SLDS pages as Markdown on the developer portal.
- SLDS AI Development Skills (opens in a new tab)
The Guidance rating, Yes; the three SLDS skills on the SLDS site itself.
- Salesforce’s llms file for Lightning base components (opens in a new tab)
The Typed props rating, Partly; the base components’ documented attributes.
- Chakra UI semantic tokens (opens in a new tab)
Semantic tokens designed for a specific context, referencing a base token.
- shadcn/ui’s llms.txt (opens in a new tab)
The Docs rating, Yes.
- shadcn/ui skills (opens in a new tab)
The Guidance rating, Yes; the shadcn skill and how it is installed.
- shadcn/ui Button, as Markdown (opens in a new tab)
The Typed props rating, Yes; the API reference of a TypeScript component.
- @shopify/polaris-tokens on npm (opens in a new tab)
The Design tokens rating, Partly; the package belongs to the deprecated React library.
- Shopify Dev MCP server (opens in a new tab)
The Agent access rating, Yes; one server for all of Shopify.
- Shopify AI Toolkit (opens in a new tab)
The Guidance rating, Yes; the shopify skill and its Polaris topics.
- @shopify/polaris-types on npm (opens in a new tab)
The Typed props rating, Yes; the types of the web components.
- Using Storybook with AI (opens in a new tab)
The AI features in preview, the MCP addon and how it is installed.
- Storybook’s feature lifecycle (opens in a new tab)
What a preview feature is.
- Storybook MCP overview (opens in a new tab)
The docs, development and testing tools, the frameworks with a manifest, and the AGENTS.md advice.
- Storybook manifests (opens in a new tab)
The components manifest, how props are read, and that it is off by default.
- Storybook AI setup (opens in a new tab)
The setup that works only with React and Vite today.
- Storybook’s llms.txt (opens in a new tab)
Storybook’s own docs index, and every docs page as Markdown.
- @storybook/addon-mcp on the npm registry (opens in a new tab)
The addon’s MIT license and version.
- Style Dictionary on GitHub (opens in a new tab)
What it does and the platforms it writes to, its Apache 2.0 license.
- Style Dictionary and the DTCG format (opens in a new tab)
Support for the W3C format since version 4, and the note that 2025.10 is not fully supported yet.
- Style Dictionary 5.7.0 release notes (opens in a new tab)
Support added for 2025.10 duration values.
- Style Dictionary on the npm registry (opens in a new tab)
Version 5.8.0 and its Apache 2.0 license.
- Style Dictionary, design tokens (opens in a new tab)
The two formats that cannot be combined in one run.
- Carbon Design System (opens in a new tab)
The first system listed, from its own site.
- What is the Model Context Protocol? (opens in a new tab)
MCP as an open-source standard for connecting AI applications to external systems.
- Introducing the Model Context Protocol, Anthropic (opens in a new tab)
Anthropic open-sourcing MCP, November 25, 2024.
- Donating MCP and establishing the Agentic AI Foundation, Anthropic (opens in a new tab)
The donation to the Agentic AI Foundation under the Linux Foundation, December 9, 2025.
- MCP joins the Agentic AI Foundation (opens in a new tab)
MCP’s own account of the move, and its maintainer structure staying the same.
- MCP governance (opens in a new tab)
The project as a Series of LF Projects, its maintainers and steering group, and the licenses for code, specification and docs.
- MCP versioning (opens in a new tab)
The current protocol version, 2026-07-28.
- MCP specification 2026-07-28 (opens in a new tab)
What a server offers, and the rules on consent and untrusted tool descriptions.
- MCP specification changelog (opens in a new tab)
What the 2026-07-28 version removed.
- Design Tokens Community Group (opens in a new tab)
The first stable version, 2025.10, and the tools the group says ship the format.
- Design Tokens Community Group at the W3C (opens in a new tab)
The Format, Color and Resolver modules published on October 28, 2025, with their licensing commitments.
- Tokens Studio (opens in a new tab)
What the company makes, the plugin and the Studio platform.
- Tokens Studio, token format setting (opens in a new tab)
The choice of W3C DTCG or Legacy, and Legacy as the default.
- Tokens Studio, the paid features (opens in a new tab)
What works without a paid plan, and what needs one.
- Tokens Studio pricing (opens in a new tab)
The Team plan that holds the paid plugin features.
- Tokens Studio, export to Figma (opens in a new tab)
Exporting 21 types of design token to Figma styles or variables, and the units some exports drop.
- Tokens Studio with Style Dictionary (opens in a new tab)
The extra transform step its files need in Style Dictionary.
- @tokens-studio/sd-transforms on the npm registry (opens in a new tab)
The transform package for Style Dictionary, under MIT.
- Tokens Studio for Figma, license (opens in a new tab)
The plugin’s MIT license.
- Using TypeScript, React (opens in a new tab)
Types for a component’s props, used for correctness checks and inline docs in editors.
- Object types, TypeScript handbook (opens in a new tab)
How TypeScript names the shape of an object, as an interface or a type.
The comparison’s proof
- IBM CarbonTokens: Yes, IBM Carbon's source, checked November 8, 2026 (opens in a new tab)Agent Access: Yes, IBM Carbon's source, checked November 8, 2026 (opens in a new tab)Docs: Yes, IBM Carbon's source, checked November 8, 2026 (opens in a new tab)Guidance: Yes, IBM Carbon's source, checked November 8, 2026 (opens in a new tab)
- Atlassian Design SystemTokens: Yes, Atlassian Design System's source, checked November 8, 2026 (opens in a new tab)Agent Access: Yes, Atlassian Design System's source, checked November 8, 2026 (opens in a new tab)Docs: Yes, Atlassian Design System's source, checked November 8, 2026 (opens in a new tab)Guidance: Yes, Atlassian Design System's source, checked November 8, 2026 (opens in a new tab)
- Adobe Spectrum 2Tokens: Yes, Adobe Spectrum 2's source, checked November 8, 2026 (opens in a new tab)Agent Access: Yes, Adobe Spectrum 2's source, checked November 8, 2026 (opens in a new tab)Docs: Yes, Adobe Spectrum 2's source, checked November 8, 2026 (opens in a new tab)Guidance: Yes, Adobe Spectrum 2's source, checked November 8, 2026 (opens in a new tab)
- Ant DesignTokens: Yes, Ant Design's source, checked November 11, 2026 (opens in a new tab)Agent Access: Yes, Ant Design's source, checked November 8, 2026 (opens in a new tab)Docs: Yes, Ant Design's source, checked November 8, 2026 (opens in a new tab)Guidance: Yes, Ant Design's source, checked November 8, 2026 (opens in a new tab)
- shadcn/uiTokens: Partly, shadcn/ui's source, checked November 8, 2026 (opens in a new tab)Agent Access: Yes, shadcn/ui's source, checked November 8, 2026 (opens in a new tab)Docs: Yes, shadcn/ui's source, checked November 8, 2026 (opens in a new tab)Guidance: Yes, shadcn/ui's source, checked November 8, 2026 (opens in a new tab)
- Chakra UITokens: Partly, Chakra UI's source, checked November 8, 2026 (opens in a new tab)Agent Access: Yes, Chakra UI's source, checked November 8, 2026 (opens in a new tab)Docs: Yes, Chakra UI's source, checked November 8, 2026 (opens in a new tab)Guidance: Yes, Chakra UI's source, checked November 8, 2026 (opens in a new tab)
- Shopify PolarisTokens: Partly, Shopify Polaris's source, checked November 8, 2026 (opens in a new tab)Agent Access: Yes, Shopify Polaris's source, checked November 8, 2026 (opens in a new tab)Docs: Yes, Shopify Polaris's source, checked November 8, 2026 (opens in a new tab)Guidance: Yes, Shopify Polaris's source, checked November 8, 2026 (opens in a new tab)
- Salesforce Lightning (SLDS)Tokens: Yes, Salesforce Lightning (SLDS)'s source, checked November 8, 2026 (opens in a new tab)Agent Access: No, Salesforce Lightning (SLDS)'s source, checked November 11, 2026 (opens in a new tab)Docs: Partly, Salesforce Lightning (SLDS)'s source, checked November 8, 2026 (opens in a new tab)Guidance: Yes, Salesforce Lightning (SLDS)'s source, checked November 11, 2026 (opens in a new tab)
- GitHub PrimerTokens: Yes, GitHub Primer's source, checked November 8, 2026 (opens in a new tab)Agent Access: Yes, GitHub Primer's source, checked November 8, 2026 (opens in a new tab)Docs: No, GitHub Primer's source, checked November 8, 2026 (opens in a new tab)Guidance: Yes, GitHub Primer's source, checked November 11, 2026 (opens in a new tab)
- Microsoft Fluent 2 (React v9)Tokens: Yes, Microsoft Fluent 2 (React v9)'s source, checked November 11, 2026 (opens in a new tab)Agent Access: No, Microsoft Fluent 2 (React v9)'s source, checked November 11, 2026 (opens in a new tab)Docs: Yes, Microsoft Fluent 2 (React v9)'s source, checked November 8, 2026 (opens in a new tab)Guidance: Partly, Microsoft Fluent 2 (React v9)'s source, checked November 8, 2026 (opens in a new tab)
- Google Material 3 (web)Tokens: Partly, Google Material 3 (web)'s source, checked November 8, 2026 (opens in a new tab)Agent Access: No, Google Material 3 (web)'s source, checked November 8, 2026 (opens in a new tab)Docs: Partly, Google Material 3 (web)'s source, checked November 8, 2026 (opens in a new tab)Guidance: No, Google Material 3 (web)'s source, checked November 8, 2026 (opens in a new tab)
- GOV.UK Design SystemTokens: Partly, GOV.UK Design System's source, checked November 8, 2026 (opens in a new tab)Agent Access: No, GOV.UK Design System's source, checked November 8, 2026 (opens in a new tab)Docs: No, GOV.UK Design System's source, checked November 8, 2026 (opens in a new tab)Guidance: No, GOV.UK Design System's source, checked November 8, 2026 (opens in a new tab)
Sources for this entry
- Design Tokens Format Module 2025.10 (opens in a new tab)
The standard behind the Tokens column.
Continue this reading path
Selection and fit
Selection and fit
How the related websites connect
Best AI Design Systems is one of three Simbolik references, each answering the question from its own side: this one compares, one guides a pick, one ranks. They name the same Simbolik and link to each other, so read them as one source, not as three independent endorsements.
- Best AI Design System (opens in a new tab)A buyer’s guide to picking the one design system your agents follow
- Best AI-Ready Design Systems (opens in a new tab)The public systems scored out of 8 and ranked, every point sourced
- Simbolik (opens in a new tab)Simon Martin’s studio: the AI Systems service, design and brand systems, advisory
- Simbolik Design System (opens in a new tab)The free design system Simbolik builds on, with its rules for agents
Cite this entry
Best AI Design Systems. “Sources for Best AI Design Systems.” Reviewed . https://bestaidesignsystems.com/sources/