Build-Ready Bot ➡️ NileFlow – Clone & Customize
NileFlow is a clean, modular, and LLM-powered trading bot built with 🐍 Python and flexibility at its core. Whether you're automating your trading strategy or exploring AI-assisted decision-making, NileFlow gives you the tools — and the freedom — to do it your way.
Trading automation tools often lock you into paid APIs or specific brokers.
NileFlow does the opposite. It’s free, transparent, and broker-agnostic.
You choose the broker API. You define the strategy. NileFlow is here to execute — using the MCP server and LLMs to bridge commands and decisions like never before.
No SDK lock-ins. No subscription traps. No black-box logic.
Just clean, Pythonic control over your trades — with smart extensions built in.
- LLM-Driven Decision Making: Leverage modern AI (Claude or any LLM) to parse, evaluate, or react to signals.
- MCP Server Backbone: Light protocol layer for clean communication between logic and execution.
- Broker-Agnostic Design: Integrate any broker API — from Alpaca to Zerodha — the choice is yours.
- Modular, Beginner-Friendly Architecture: Swap out components without breaking the flow.
- Build-First Philosophy: This isn't a drag-and-drop tool — it's your own customizable trading engine.
- Python 3
- MCP Server (custom protocol handler)
- Claude or any LLM (for strategy parsing)
- Fork the repo
- Clone it locally
- Create a new branch
- Submit a PR 🙌
I'm actively welcoming collaborators who believe in open trading tools and AI-driven automation.
This project is licensed under the MIT License — which means you're free to use, modify, and distribute it however you like. Just give credit where it’s due.
“NileFlow is my way of rethinking trading automation — not as a black-box service, but as an open, intelligent system that developers can trust and extend.
I built it for myself, but it’s yours to shape now.” — Urooj
If you’re a developer, AI enthusiast, or trader who believes in open, AI-integrated tooling — let’s connect!
Star the repo
Fork it
Reach out
Read the full blog post from my portfolio to dive deeper into the project.
Let’s build the next-gen trading stack — together.