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Fastmcp Alpha Tools
A streamlined toolkit built with FastMCP for automating alpha simulation, dataset retrieval, and performance analysis using the WorldQuant BRAIN API.
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🧠 Alpha Research Toolkit with FastMCP
This repository provides a streamlined toolkit for quantitative researchers working with the WorldQuant BRAIN platform. Built using FastMCP, it automates key stages of the alpha development pipeline — including dataset retrieval, alpha simulation, performance evaluation, and analysis.
🚀 Features
- 🔐 Secure Authentication — Automatic credential handling and support for biometric sign-in workflows.
- 📊 Dataset Retrieval — Fetch equity datasets filtered by instrument type, region, delay, and more.
- ⚙️ Alpha Simulation — Automate simulation of alphas with configurable parameters.
- 📈 Performance Analysis — Includes PnL tracking, yearly statistics, and result persistence using Pandas.
- ⚡ MCP Integration — Expose functionality as tools and resources via FastMCP.
🧰 Tech Stack
- Python
- FastMCP
- Requests
- Pandas
- WorldQuant BRAIN API