FinGPT-Powered Agents Framework: Financial Agents via MCP
=================================================================

Welcome to the documentation for the **FinGPT-Powered Agents Framework**, a modular
architecture designed to facilitate the creation of sophisticated financial agents
through the use of the Model Context Protocol (MCP).

.. toctree::
   :maxdepth: 2
   :caption: Documentation Contents:

   overview
   mcp_protocol
   agents
   examples/buffett_agent
   deployment


About FinGPT-Powered Agents
---------------------------

The **FinGPT-Powered Agents Framework** leverages Large Language Models (LLMs), modular
components of the MCP protocol, and the MCP protocol itself to enable flexible, powerful,
and transparent financial agents. This framework allows developers to integrate real-time
market data, user-specific portfolios, remote analytics services, and advanced computational
tools seamlessly into financial agents.


Key Features
------------

- **Model Context Protocol (MCP)**: Standardized interactions between LLMs, tools, and data.
- **Flexible Architecture**: Easily integrate and swap modular components.
- **Real-Time Financial Data**: Integration with remote services such as market APIs, brokerage accounts, analytical tools, etc.
- **Personalized Financial Agents**: Customizable financial agents tailored to individual profiles, preferences, and tasks.


Buffett-Agent as an Example
---------------------------

An agent tasked as a financial advisor, the Buffett-Agent will use the following framework:

.. image:: img/FinGPT-Powered_Agents.png
  :width: 100%
  :align: center

.. toctree::
   :maxdepth: 2
   :caption: Buffett-Agent Documentation:

   examples/buffett_agent/introduction
   examples/buffett_agent/methodology
   examples/buffett_agent/dataset
   examples/buffett_agent/model
   examples/buffett_agent/experiments

Getting Started
---------------

Add Later


License
-------

This project is licensed under the MIT License – see the LICENSE file for details.