NeuralAgent is your AI personal assistant that actually gets things done. It lives on your desktop, types, clicks, navigates the browser, fills out forms, sends emails, and performs tasks automatically using modern large language models all powered by a fast, extensible, and open architecture. NeuralAgent uses your computer both in the foreground and the background.
Real productivity. Not just conversation.
⭐️ If NeuralAgent inspires or helps you, give it a star!
In this demo, NeuralAgent was given the following prompt:
"Find me 5 trending GitHub repos, then write about them on Notepad and save it to my desktop!"
It took care of the rest!

pyautoguineuralagent/ ├── backend/ # FastAPI + Postgres backend ├── desktop/ # ElectronJS desktop app │ └── neuralagent-app/ # React frontend inside Electron │ └── aiagent/ # Python code (pyautogui) └── README.md
Before running NeuralAgent, make sure the following dependencies are installed on your machine:
| Tool | Purpose | Recommended Version |
|---|---|---|
| 🐍 Python | Required for backend and local AI agent daemon | >= 3.9 |
| 🐘 PostgreSQL | Relational database used by the backend | >= 13 |
| 🟦 Node.js + npm | Needed to run the Electron + React frontend | Node >= 18, npm >= 9 |
🧪 Open two terminal windows - one for
backendand one fordesktop.
cd backend
python -m venv venv
# Activate:
source venv/bin/activate # macOS/Linux
venv\Scripts\activate # Windows
pip install -r requirements.txt
Create a local Postgres database. (You have to install Postgres on your computer)
Copy .env.example to .env and fill in:
DB_HOST= DB_PORT= DB_DATABASE= DB_USERNAME= DB_PASSWORD= # Not Needed, Just keep empty DB_CONNECTION_STRING= JWT_ISS=NeuralAgentBackend # Generate a Random String for the JWT_SECRET JWT_SECRET= # Keep Empty, for now! REDIS_CONNECTION= # Optional: For Bedrock AWS_ACCESS_KEY_ID= AWS_SECRET_ACCESS_KEY= BEDROCK_REGION=us-west-2 # Optional: For Azure OpenAI AZURE_OPENAI_ENDPOINT= AZURE_OPENAI_API_KEY= OPENAI_API_VERSION=2024-12-01-preview # Optional: OpenAI/Anthropic OPENAI_API_KEY= ANTHROPIC_API_KEY= # Optional: For Gemini GOOGLE_API_KEY= # Needed if using Ollama, customize if needed OLLAMA_URL=http://127.0.0.1:11434 # Model config per agent CLASSIFIER_AGENT_MODEL_TYPE=openai|azure_openai|anthropic|bedrock|ollama|gemini # Select one CLASSIFIER_AGENT_MODEL_ID=gpt-4.1 TITLE_AGENT_MODEL_TYPE=openai|azure_openai|anthropic|bedrock|ollama|gemini # Select one TITLE_AGENT_MODEL_ID=gpt-4.1-nano SUGGESTOR_AGENT_MODEL_TYPE=openai|azure_openai|anthropic|bedrock|ollama|gemini # Select one SUGGESTOR_AGENT_MODEL_ID=gpt-4.1-mini PLANNER_AGENT_MODEL_TYPE=openai|azure_openai|anthropic|bedrock|ollama|gemini # Select one PLANNER_AGENT_MODEL_ID=gpt-4.1 COMPUTER_USE_AGENT_MODEL_TYPE=openai|azure_openai|anthropic|bedrock|ollama|gemini # Select one COMPUTER_USE_AGENT_MODEL_ID=us.anthropic.claude-sonnet-4-20250514-v1:0 # Internal use only by Neural for optional screenshot logging during training (off by default). # This is not used by the open-source app or contributors. ENABLE_SCREENSHOT_LOGGING_FOR_TRAINING=false AWS_DEFAULT_REGION=us-east-1 AWS_BUCKET= # For Tracing, Keep false if you don't need langsmith tracing. LANGCHAIN_TRACING_V2=false LANGCHAIN_ENDPOINT= LANGCHAIN_API_KEY= LANGCHAIN_PROJECT= # Optional for Google Login GOOGLE_LOGIN_CLIENT_ID= GOOGLE_LOGIN_CLIENT_SECRET= GOOGLE_LOGIN_DESKTOP_REDIRECT_URI=http://127.0.0.1:36478
alembic upgrade head
uvicorn main:app --reload --host 0.0.0.0 --port 8000
cd desktop
npm install
cd neuralagent-app
npm install
.env.example to .env and fill in:REACT_APP_PROTOCOL=http REACT_APP_WEBSOCKET_PROTOCOL=ws REACT_APP_DNS=127.0.0.1:8000 REACT_APP_API_KEY=
cd ..
cd aiagent
python -m venv venv
source venv/bin/activate # Or use `venv\Scripts\activate` on Windows
pip install -r requirements.txt
deactivate
cd ..
npm start
You can configure different model providers (OpenAI, Azure OpenAI, Anthropic, Bedrock, Ollama, Gemini) per agent in .env.
Agent types include:
PLANNER_AGENTCLASSIFIER_AGENTTITLE_AGENTSUGGESTOR_AGENTCOMPUTER_USE_AGENTWe welcome pull requests and community contributions!
MIT License.
Use at your own risk. This tool moves your mouse and types on your behalf, test responsibly!
Feel free to open an issue or start a discussion.