CollabLearnCollabLearn
CollabLearn

Stop planning.Start building.

Describe your idea. Get AI-powered research, a structured plan, architecture diagrams, and docs/mcp ready for any coding agent — in minutes.

What’s Your Idea?

Share your idea and our AI will help you develop it.

Continue
I want to build a platform for local artisans to sell their crafts...

One idea. Everything you need.

Describe your project in plain English. You get all of this in minutes:

Market Research

AI-powered competitive analysis, market sizing, and trend insights tailored to your idea.

Structured Roadmap

Phases, tasks, and timeline — a complete action plan that becomes your project workspace.

Phase 1
Phase 2
Phase 3

Architecture Diagrams

Mermaid-powered system diagrams, flowcharts, and architecture visuals auto-generated from your plan.

Frontend
API
Database

AI Build Docs

New

@product.md, @tech-spec.md, @active-plan.md — context docs ready for any AI coding agent.

@product.md
@tech-spec.md
@active-plan.md

MCP Sync

New

Connect your AI agent for bidirectional sync. Cursor, Claude, VS Code — read roadmap, mark tasks done automatically.

get_context()get_tasks()update_task()

Collab AI

A project-aware AI assistant that knows your roadmap, code, and context.

Team Workspace

Chat, tasks, GitHub sync — your full project hub, ready for collaboration.

How CollabLearn Works

From idea to launch-ready project in three simple steps

1

Your idea

"I want to build a fitness app..."

Market Research

Roadmap

Architecture

AI Docs

Ideate with AI

Describe your project idea in plain English. Our AI works like a trained strategist — analyzing scope, identifying constraints, and generating everything you need.

  • Market research & competitive analysis
  • Structured roadmap with phases & milestones
  • Architecture diagrams & tech stack
  • AI-ready documentation for coding agents

Connect with teammates

Find teammates matched to your project needs. Our intelligent discovery system considers skills, experience, availability, and working preferences.

  • Skills-based matching algorithm
  • Browse open collabs seeking contributors
  • Invite teammates with shareable links
  • Role-based access for your team
2
Skills needed:
ReactNode.jsUI/UX
S

Sarah K.

Frontend Dev

95%
M

Mike T.

Backend Dev

89%
P

Priya S.

Designer

92%
3
Dashboard
Roadmap
AI Docs
Chat
Collab AI

"How should we structure the API endpoints for the user module?"

Tasks4/12
GitHub synced

Build together

Collaborate in a shared workspace designed for teams. Everything you need — tasks, chat, AI assistance, and GitHub integration — in one place.

  • Project-aware AI copilot for guidance
  • Visual roadmap with task tracking
  • Real-time team chat & collaboration
  • Push AI Docs directly to GitHub

Works with your AI coding tools

Two ways to connect: static docs for any agent, or MCP for real-time bidirectional sync.

Cursor
🧠Claude
🤖GitHub Copilot
🏄AntiGravity
Any AI Agent

Static Docs

Works with any agent

@docs
GitHub
IDE

Push @product.md, @tech-spec.md to your repo. Your agent reads them as context.

MCP Sync

Live

Bidirectional sync

Agent
CollabLearn

Agent reads tasks, marks done → CollabLearn updates instantly. Set up MCP →

Stop Procrastinating. Start Building.

Your next great idea is one plan away. Join builders transforming ideas into reality through AI-powered collaboration.

2 min
To plan
🎉
Free
To get started
Collab AI
Smart Assistant

Questions? We got you.

CollabLearn is an AI-powered project planning tool. You describe your idea, and we generate a complete roadmap with market research, technical architecture, tasks, and context files you can use with AI coding tools.

You describe your project in plain English. Our AI analyzes your idea, researches the market, identifies what you'll need to build, and creates a structured roadmap with phases, tasks, and technical specs. The whole process takes about 2 minutes.

Yes, you can start completely free. The free tier gives you 3 active projects with AI-generated roadmaps. If you need premium features like research-powered ideation or longer AI responses, you can upgrade to Builder for ₹299/month.

Yes, in two ways. First, we generate context files (@product.md, @tech-spec.md) you can push to GitHub and import into any AI coding agent. Second, we have MCP integration so your AI agent can directly read your roadmap and mark tasks as done.

MCP (Model Context Protocol) lets your AI coding agent talk directly to CollabLearn. Connect Cursor, VS Code Copilot, or Claude Desktop and your agent can fetch your roadmap, read your tasks, and update progress. Changes sync both ways automatically.

Nope. Many people use it solo to plan side projects or validate startup ideas. If you do want teammates, we have a matching system to help you find collaborators based on skills and interests.

Those are great for organizing tasks you already know about. CollabLearn starts earlier in the process. We help you figure out what to build in the first place. You describe a rough idea, and we turn it into a structured plan with research, architecture, and tasks ready to execute.