US Stock Data MCP Server
mingyaw
README
US Stock Data MCP Server
A Model Context Protocol (MCP) server designed for accessing and updating US stock historical price data.
Features
- Local Data Storage: Store stock data in CSV format locally for quick access
- Automatic Updates: Support for automatic stock data updates from Yahoo Finance
- Safe Data Writing: Use temporary files to ensure atomic and secure data writing
- Flexible Time Range: Customizable start date for data updates
Installation
- Ensure Python 3.x is installed
- Clone this repository
- Install dependencies:
pip install -r requirements.txt
Usage
1. Start the Server
python server.py
The default data storage path after server startup is: ~/Library/Application Support/us-market-data/data
You can customize the data storage path using the US_STOCK_DATA_DIR
environment variable.
2. Available Features
MCP Tools
-
get_local_stock_data
- Function: Retrieve local stock historical data
- Parameters:
symbol
: Stock symbol, e.g., 'AAPL', 'MSFT'
-
update_stock_data
- Function: Update stock data
- Parameters:
symbol
: Stock symbol, e.g., 'AAPL', 'MSFT'start_date
: Start date in YYYY-MM-DD format, defaults to 2015-01-01
MCP Resources
- Resource URI:
usstock://{symbol}/historical
- Function: Provide local US stock historical price data
- Parameters:
symbol
: Stock symbol
Data Format
The stored stock data includes the following fields:
- Date: Trading date
- Open: Opening price
- High: Highest price
- Low: Lowest price
- Close: Closing price
- Volume: Trading volume
Dependencies
- mcp: MCP protocol implementation
- pandas: Data processing and analysis
- yfinance: Yahoo Finance data retrieval
- pydantic: Data validation and settings management
Notes
- Duplicate data is automatically handled during updates, keeping the latest records
- A 5-second delay is implemented between update operations to avoid frequent API requests
- All data operations include error handling to ensure service stability
Recommended Servers
Crypto Price & Market Analysis MCP Server
A Model Context Protocol (MCP) server that provides comprehensive cryptocurrency analysis using the CoinCap API. This server offers real-time price data, market analysis, and historical trends through an easy-to-use interface.
MCP PubMed Search
Server to search PubMed (PubMed is a free, online database that allows users to search for biomedical and life sciences literature). I have created on a day MCP came out but was on vacation, I saw someone post similar server in your DB, but figured to post mine.
dbt Semantic Layer MCP Server
A server that enables querying the dbt Semantic Layer through natural language conversations with Claude Desktop and other AI assistants, allowing users to discover metrics, create queries, analyze data, and visualize results.
mixpanel
Connect to your Mixpanel data. Query events, retention, and funnel data from Mixpanel analytics.

Sequential Thinking MCP Server
This server facilitates structured problem-solving by breaking down complex issues into sequential steps, supporting revisions, and enabling multiple solution paths through full MCP integration.

Nefino MCP Server
Provides large language models with access to news and information about renewable energy projects in Germany, allowing filtering by location, topic (solar, wind, hydrogen), and date range.
Vectorize
Vectorize MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.
Mathematica Documentation MCP server
A server that provides access to Mathematica documentation through FastMCP, enabling users to retrieve function documentation and list package symbols from Wolfram Mathematica.
kb-mcp-server
An MCP server aimed to be portable, local, easy and convenient to support semantic/graph based retrieval of txtai "all in one" embeddings database. Any txtai embeddings db in tar.gz form can be loaded
Research MCP Server
The server functions as an MCP server to interact with Notion for retrieving and creating survey data, integrating with the Claude Desktop Client for conducting and reviewing surveys.