The Next-Generation Git Collaboration Platform
Transforming Open Source Development with AI-Powered Branch Intelligence
GitMesh revolutionizes Git-based collaboration by introducing Branch-Level Intelligence — a paradigm shift that transforms how teams plan, develop, and contribute to open-source projects. Unlike traditional project management tools, GitMesh understands your codebase at the branch level, providing contextual AI assistance, intelligent contribution tracking, and seamless workflow orchestration.
Our friendly mascot here represents the core philosophy of GitMesh: small, efficient, but incredibly powerful when working together in a team!
Cursor wrapped VS Code. Hugging Face wrapped Git. Now, GitHub Wrapper is here — ready to revolutionize the open source world like never before.
┌─────────────────────────────────────────────────────────────┐
│ Contextual Code Assistant │
│ Smart PR Summaries │
│ Intelligent Issue Triage │
│ Code Review Assistance │
│ Suggestions on which issues to work │
│ Which project best to contribute to and all │
└─────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────┐
│ Branch-Specific Planning │
│ Help opensource contributors know what's important │
│ Automated Status Tracking │
│ Custom Workflow Templates │
└─────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────┐
│ Contribution Heatmaps │
│ Velocity Tracking │
│ See who's working on which issue/PR │
│ Team Performance Dashboards │
│ Showcase skills & avoid conflicts │
└─────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────┐
│ Multi-Platform Support (GitHub, GitLab, Bitbucket) │
│ SSO Authentication │
│ Multi Agent FAQ agent integrated │
│ Webhook Automation │
└─────────────────────────────────────────────────────────────┘
| Smart | Fast | Collaborative | Secure |
|---|---|---|---|
| AI-driven insights | Lightning fast responses | Team-first approach | Enterprise-grade security |
| Contextual recommendations | Real-time updates | Conflict-free workflows | SSO & compliance ready |
- Node.js v18+ and npm
- Python 3.12
- Qdrant database (cloud or local)
- Git
git clone https://github.com/LF-Decentralized-Trust-Mentorships/gitmesh
cd gitmeshPython Backend Configuration
cp backend/.env.example backend/.envFrontend Configuration
cp ui/.env.example ui/.envNote: Replace all placeholder values [REDACTED] with your actual configuration values.
-
Setup Python Backend
cd backend python -m venv venv source venv/bin/activate # On Linux/Mac .\venv\Scripts\activate # On Windows pip install -r requirements.txt
-
Setup Frontend
cd ui npm install -
Setup Qdrant
docker run -p 6333:6333 -p 6334:6334 -v $(pwd)/qdrant_storage:/qdrant/storage:z qdrant/qdrant
-
Start Python Backend (in first terminal)
cd backend source venv/bin/activate # On Linux/Mac .\venv\Scripts\activate # On Windows uvicorn app:app --host 0.0.0.0 --port 8000 --reload
-
Start Frontend (in third terminal)
cd ui npm run dev -
Access the Application
- Frontend: http://localhost:3000
- ✅
Implement Retrieval-Augmented Generation (RAG) - ✅
Refactor and rebase codebase with proper routing architecture - ⏳ Enhance user interface (UI) for improved usability and aesthetics
- ⏳ Integrate AIFAQ LFDT module
- ⏳ Implement efficient indexing for the RAG codebase
- ⏳ Shift complete database to cloud
- ⏳ Develop AI-powered suggestion and recommendation system
- ⏳ Strengthen security and optimize rate-limiting mechanisms
- ⏳ Containerize the application using Docker
- ⏳ Deploy the complete website to production environment
- ⏳ Set up and publish project documentation site
We welcome contributions! Please see our Contributing Guide for details.
- Fork the repository
- Create a feature branch
- Make your changes
- Submit a pull request
Mesh & Meshy are excited to see what amazing contributions you'll bring to the GitMesh community!
Our Awesome Contributors
| Channel | Typical Response Time | Best For |
|---|---|---|
| Discord | Real-time | Quick questions, community discussions |
| Email Support | 24–48 hours | Technical issues, detailed bug reports |
| Twitter / X | Online | Tagging the project, general updates, public reports |
| GitHub Issues | 1–3 days | Bug reports, feature requests, feedback |
| Metric | Value |
|---|---|
| Total Commits |  |
| Pull Requests |  |
| Issues Resolved |  |
| Latest Release |  |
This project is licensed under the Apache-2.0 License - see the LICENSE file for details.
- All our contributors and community members
- Open source libraries that made this possible
- Beta testers and early adopters
Supported by the Linux Foundation Decentralized Trust – Advancing open source innovation.
Made with ❤️ by the GitMesh Team
Transforming the future of collaborative development, one commit at a time.
