Infoundry

InFoundry

InFoundry is a self-adaptive Cloud Architect + SRE agent that inspects codebases and telemetry, proposes deployable IaC/CI changes, runs safe test deployments, and iteratively optimizes cost, latency, and reliability with human-in-the-loop approvals.

Demo: https://youtu.be/FSsgkSt77LM

Features

• AI-Powered Architecture Recommendations - Uses fine-tuned Oumi model for intelligent cloud architecture decisions
• Kestra Pipeline Orchestration - End-to-end workflow from repo analysis to PR creation
• MCP Server for Cline Integration - Expose all tools via Model Context Protocol
• React UI Dashboard - Visual architecture editor with React Flow
• IaC Generation - Automatic Terraform generation for AWS

Quick Start

Prerequisites

• Python 3.11+
• Node.js 18+
• Optional: Docker, kind, localstack

Installation

# Clone the repository
git clone https://github.com/your-org/infoundry.git
cd infoundry

# Install Python dependencies
pip install -r requirements.txt

# Install UI dependencies
cd ui && npm install && cd ..

# Install MCP server dependencies
cd infoundry-mcp-server && npm install && npm run build && cd ..

Run the UI

cd ui
cp .env.example .env.local
# Edit .env.local with your Kestra credentials if needed
npm run dev
# Open http://localhost:3000

Run the Oumi Server

cd oumi
python serve.py
# API available at http://localhost:8000

Project Structure

infoundry/
├── docs/                    # Documentation
├── examples/                # Sample data files
├── infoundry-mcp-server/    # Cline MCP integration
├── orchestrator/            # Kestra pipeline definitions
├── oumi/                    # AI model training & serving
├── scripts/                 # Utility scripts
├── tests/                   # Unit tests
└── ui/                      # Next.js React dashboard

Documentation

• [Blueprint & Architecture](docs/BLUEPRINT.md) - Full system design
• [Kestra Architecture](docs/kestra-architecture.md) - Pipeline documentation
• [Oumi Model](oumi/README.md) - AI model training guide
• [MCP Server](infoundry-mcp-server/README.md) - Cline integration

Testing

# Python tests
pip install pytest fastapi httpx
pytest tests/ -v

# MCP server tests
node tests/test_mcp_server.mjs

Screenshots

| Screenshot | Description | |------------|-------------| | | Cline MCP Integration | | | Kestra Pipeline Flows | | | Open Source Architecture | | | Application Screenshot | | | Application Screenshot | | | Application Screenshot | | | Application Screenshot |

License

Released under the [MIT License](LICENSE).

Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: crypticsaiyan
• Source: crypticsaiyan/infoundry
• License: MIT

Install and usage instructions live in the source repository linked above.