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RepoFlow — Live Agentic Design Dashboard 🚀
RepoFlow is a live agentic design dashboard built with Paper MCP and GitHub Copilot Agent mode in VS Code.
🔥 The Problem
Every time you revisit a project you manually check GitHub, your database, and your design tool separately. RepoFlow eliminates that entirely.
⚡ How It Works
One single Copilot prompt chains 4 MCP servers simultaneously:
🟣 GitHub MCP — reads full codebase, pages, components, last 5 commits
🟢 Supabase MCP — queries live database, real row counts, schemas, foreign keys
🟡 Google Drive MCP — saves full audit report automatically
🔵 Paper MCP — renders everything on canvas in real time
🎯 The Result
A fully populated live design dashboard showing exactly what exists in code vs database vs design — mismatches, bugs, next steps, and deployment status all in one place. On one canvas. From one prompt.
🛠 Stack
Paper MCP · GitHub Copilot Agent Mode · Supabase MCP · Google Drive MCP · VS Code
🔗 Live App: https://dancing-iguana-kick-gray.vercel.app/
🎬 Demo: https://youtu.be/Ex_9Qsp4c1s?si=PzYAyvqrJ1FqcUG_
🐦 X: https://twitter.com/sayantan197326/status/2045904783421342028
💼 LinkedIn: https://www.linkedin.com/posts/sayantan-acharya-49994a382_papermcp-mcpchallenge-aidesign-activity-7451672681139060736-FfE_
📄 Full Audit Report: https://docs.google.com/document/d/11rEZEVqqejy1oi_GIkhAHwJ7WcmcBSMYWaZaw71sZ6Y/edit😍
#PaperMCP #PaperChallenge #MCPChallenge #GitHubCopilot #AgenticDesign #RepoFlow #Supabase #BuildInPublic #AIDesign #MCP
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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Every designer has a moodboard. It lives somewhere else — another tab, another app. Never visible while you work.
So I built Peripheral: a curator that sits next to your Paper canvas. Reads what you're making. Surfaces references. Captions each one in 3 words.
@paper + Claude Code, via MCP.
Meet Brand Interpreter.
For decades, brand identity existed in two irreconcilable forms: the static PDF a designer handed to a client, and the living codebase a developer actually built from. Between them sat hours of manual translation... colours re-entered, typefaces re-specified, rules re-explained. This work asked designers to be data-entry clerks.
Brand Interpreter proposes a different relationship between document and canvas. A brand guidelines PDF is the designer's most complete creative statement, read by an AI agent that understands not just the colours and fonts on the page, but the rules governing their use, the errors hiding in their specification, and the personality encoded in the language surrounding them. From this reading, the agent constructs a living design system directly on a connected canvas: structured, editable, and ready to export as code.
What the agent builds is the document's intent, distilled, but made operable.
→ Full process + copy-paste prompts: https://flower-cruiser-92b.notion.site/Brand-Interpreter-Claude-Code-Paper-MCP-345b0a5cd9188093886ae856182ebc34 Enjoy!
Built with @claudeai + @paper_design for the Paper × Contra Hackathon.
fantastic work very insightful for me :) Followed you for your future posts :)
I thought AI tools were the product.
Turns out—the canvas is.
So I built PlotLine, a connected canvas where one raw idea instantly becomes:
→ LinkedIn post
→ Twitter thread
→ Video script
→ High-converting hooks (with a winner picked automatically)
No tabs. No copy-paste. No context switching.
Just drop an idea… and watch agents collaborate in real time.
The wild part?
Pick a winning hook → everything updates across platforms.
Like your content system is actually thinking with you.
Try: https://plotline-fe4p.onrender.com/
Still early, but this changes how content gets created:
From linear → to living systems.
Curious what you’d build with a canvas like this 👇
ai integration would turn this into a social media manager, good concept.
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