On-spec generation, in your editor.
A native Model Context Protocol server with 20 modular tools that expose your design system directly to AI agents. Token introspection, real-time validation, code autofixing, and full-page layout synthesis — all without leaving your IDE.
The agent queries tools on demand — token manifests, component schemas, live DOM audits — without hallucinating capabilities.
Watch the AI agent and MCP server work in tandem.
The agent queries token manifests and component schemas via MCP, writes the component, then validates it against the design system — all in real time.
One config file. Four supported editors.
Add the Shavin MCP server to your AI assistant's config. Same command, same tools, same token compliance — wherever you write code.
Connect your client
{
"mcpServers": {
"shavin": {
"command": "npx",
"args": ["-y", "@shavin/mcp"]
}
}
}29 modular tools across seven categories.
Direct agent hooks for token introspection, real-time QA linting, code autofixing, guideline access, and block synthesis.

Exposes raw tokens.json and 73 WCAG AAA primitive specs directly to AI agents.
get_tokensFoundation, semantic, radius & shadow token scalesget_componentsSpecs for 73 primitive components & CVA variantsget_project_contextLive design system manifest for prompt injection9 specialized AI skills that prevent UI slop.
Pre-packaged cognitive skills stored in .agents/skills/ to enforce mathematical spatial harmony and design token discipline.
shavin-appSaaS & DashboardsSaaS web applications, analytics dashboards, AI chat consoles, data tables, and forms.
shavin-webpageMarketing & LandingLanding pages, bento showcases, hero sections, and marketing experiences.
visual-compositorConcentric GeometryConcentric radius math (R_inner = max(0, R_outer - P)), spatial rhythm, and density laws.
shavin-ui-qa-linterAutomated Design QAAutomated design QA, token linting, accessibility audits, and verification pipelines.
shavin-ui-builderUI Block SandboxIsolated UI sandbox workflows for block composition and iterative user approval.
shavin-coreMonorepo ArchitectureHousekeeping guidelines, source-of-truth rules, and the 5-layer component pipeline.
npx @shavin/skillsorMCP install_skills toolConnect your AI assistant to the design system.
Add one config file and your agent gets 29 tools for zero-hallucination UI generation.