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Contexxt vs Brilliant

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Contexxt compared with Brilliant
DetailContexxt logo ContexxtBrilliant logo Brilliant
What it doesYour design system enforced Design with AI agents on a professional canvas, free
StageNot given MVP
FoundedNot given Not given
Based inNot given Not given
Pricing modelFreemium Freemium
PricingFree: €0 forever for one design system with tokens, components, assets, MCP endpoint, Figma import and sync, live documentation site, and drift checks inside the app. Studio: €15 per seat per month with up to 5 design systems, 10 contexts and API keys, 3 connected repositories, enforcement on every Free: $0 forever with every design feature, unlimited MCP agents, public projects and drops (2 GB), in-app chat with your own AI (10 messages a day). Personal: $20 per month with private projects, 50 GB storage, unlimited in-app chat on your own key, and base Brilliant AI allowance. Pro: $50 per mon
Key features
  • Reads Figma variables and styles plus repository code to build one clear picture of your design system
  • Serves design system to Claude Code, Cursor and Copilot through secure MCP connection
  • Generates editor rule files automatically
  • Live documentation with auto-synced token blocks
  • Source code never leaves your repository
  • Separate space and connection for each design system or client
  • Configurable rule strictness with errors blocking merges and warnings letting them through
  • Multiple connected repositories and contexts per plan
  • Infinite canvas with native vector editing
  • AI agents that design directly on the canvas
  • Design repositories with branching and version control
  • Auto layout and components with variants
  • Open, non-proprietary Blueprint file format
  • Import from Figma and Sketch
  • MCP protocol support for any coding agent
  • Real-time multiplayer collaboration
  • Export to React, HTML, SVG, PDF and code
  • Design systems with tokens and semantic modes
What makes it different
  • Reconciles Figma design files with actual repository code into one unified source of truth
  • Ranks tokens by actual usage instead of showing raw Figma values
  • Catches design system mismatches before code merges, not just in reviews
  • Works through MCP protocol so compatible with multiple AI tools not just one
  • AI agents speak MCP natively and work on your canvas, not in a separate chat
  • Design files are code via Blueprint format that syncs with your repository
  • Full professional tool is completely free with unlimited MCP agents
  • GitHub-style version control and branching for design files
  • AI agents stay on brand via design system linting
Community votes00
DR (Domain Rating by Ahrefs)1 no change since last check18 no change since last check
Trust Flow (Majestic)179
Citation Flow (Majestic)1130
Referring domains (Majestic)21101

5 details filled in for both companies.

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