moyuanchen/mcpSkfolio
If you are the rightful owner of mcpSkfolio and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.
The mcpSkfolio server is designed to manage the context for LLMs to translate prompts into code and relevant backtests, specifically for the skfolio package.
mcpSkfolio
mcp server for the skfolio package this server manages the context for LLMs to translate a prompt with a strategy into code and relavent backtests. The model context protocol connects LLMs with specific task related tools, resources, and example prompts to help the LLMs with the coding tasks.
As the computation will be handled by skfolio, the MCP will provide relavant resources and augmented prompts to the LLM for the coding task, and the tools will help locating which resources to look at and the prompt engineering. The current implementation focuses on the B2B application, which means it functions as a coding agent that does not directly run computation but writes the code and test needed for idea implementation.
Resources
Documentation, examples, code implementation
Tools
Categorizing user requests and find the correct funtions and classes
Prerequisites
Before using this MCP server, you need to install:
- Docker - Download and install from docker.com
- Cursor IDE - This MCP is currently only compatible with Cursor
Installation
Example Prompt
Using skfolio, build a minimum variance portfolio with a target annual return of 15% with training data from 2010 - 2012 and backtest with data from 2012-2013.