Enso Labs - Orchestra 🪶

AI Agent Orchestrator built on LangGraph powered by MCP & A2A

Base API infrastructure for Composable AI Agents built on LangGraph and powered by the MCP & A2A protocols by Enso Labs. The goal of Enso is the enrich the lives of the curious. Those who seek to buy back their time and compound their personal growth. Those who build and don't wait for IT to be built for them.

📖 Table of Contents

This project includes tools for running shell commands and Docker container operations. For detailed information, please refer to the following documentation:

• Tools Documentation

📋 Prerequisites

• Docker Installed
• Python 3.11 or higher
• Access to OpenAI API (for GPT-4o model) or Anthropic API (for Claude 3.5 Sonnet)

🛠️ Development

1. Environment Variables:

   Create a .env file in the root directory and add your API key(s):

   # Backend
   cd <project-root>/backend
   cp .example.env .env
   
   # Frontend
   cd <project-root>/frontend
   cp .example.env .env

   Ensure that your .env file is not tracked by git by checking the .gitignore:

2. Start Docker Services

   Below will start the database, and the GUI for viewing the Postgres DB.

   cd <project-root>
   docker compose up postgres pgadmin

3. Setup Server Environment

   Assumes you're using astral uv. See ./backend/scripts directory for other dev utilities.

   # Change directory
   cd <project-root>/backend
   
   # Generate virtualenv
   uv venv
   
   # Activate
   source .venv/bin/activate
   
   # Install
   uv pip install -r requirements.txt -r requirements-dev.txt
   
   # Run
   bash scripts/dev.sh # Select "no" when prompted.

4. Setup Client Environment

   # Change Directory
   cd <project-root>/frontend
   
   # Install
   npm install
   
   # Run
   npm run dev

Database Migrations

This project uses Alembic for database migrations. Here's how to work with migrations:

Initial Setup

1. Create the database (if not exists):

   cd backend
   alembic upgrade head

   python -m seeds.user_seeder

2. Create new

   alembic revision -m "description_of_changes"

   ### Appliy Next
   alembic upgrade +1
   
   ### Speicif revision
   alembic upgrade <revis_id>
   
   ### Appliy Down
   alembic downgrade -1
   
   ### Appliy Down
   alembic downgrade <revis_id>
   
   ### History
   alembic history

Run Playwright MCP Locally

1. Start Ngrok on port 8931

   ngrok http 8931

2. Run MCP server

   npx @playwright/mcp@latest \
   --port 8931 \
   --executable-path $HOME/.cache/ms-playwright/chromium-<version>/chrome-linux/chrome \
   --vision

🤝 Integrations

• Configuring gcalcli
• Issues Logging into gcalcli

🗺️ Roadmap

• Human-In-The-Loop