MCP Server: GitHub Automation & Market Insights

What is MCP Server: GitHub Automation & Market Insights?

MCP Server is a modular platform engineered for developers and analysts to streamline interactions with GitHub and financial market data. By integrating GitHub API and AlphaVantage API capabilities, it enables automated workflows for repository management, user data retrieval, and advanced technical analysis of stock trends—all within a unified server architecture.

How to Use MCP Server: GitHub Automation & Market Insights?

Deployment follows three core steps: install dependencies using the UV package manager, configure API keys in the .env file, and run server modules. Users interact via Python scripts to trigger GitHub searches, repository audits, or stock analysis workflows. The modular design allows selective activation of GitHubMCP and Finance Server components based on use case needs.

Key Features of MCP Server: GitHub Automation & Market Insights?

• GitHub Automation: Perform granular searches across users/repositories, retrieve detailed metadata (stargazers, forks), and extract user repository networks
• Market Analysis Engine:
  • Intraday stock price analysis with customizable time windows
  • Algorithmic moving average calculations (SMA/EMA) for trend identification
  • Bull/bear market state detection using price momentum analysis
  • Automated golden/death cross recognition for trading signals

Use Cases of MCP Server: GitHub Automation & Market Insights?

• Automate developer productivity tracking by analyzing repository activity patterns
• Create real-time stock dashboards with technical indicators overlay
• Power quantitative trading systems with GitHub workflow triggers
• Generate market research reports combining code repository trends with stock performance metrics

FAQ from MCP Server: GitHub Automation & Market Insights?

• Q: Does it support rate-limited API access?
  A: Built-in rate-limit tracking ensures compliance with GitHub API v3/v4 and AlphaVantage usage policies
• Q: Can I extend the analysis modules?
  A: Modular architecture allows adding custom indicators via the finance_server.py plugin system
• Q: What happens if API keys expire?
  A: Graceful error handling with retry mechanisms and logging for manual intervention

MCP Server - GitHub and AlphaVantage API Integration

Overview

This MCP (Modular Conversational Platform) server provides tools to interact with the GitHub API and AlphaVantage API. The server enables fetching user and repository details from GitHub, searching repositories, and performing technical analysis on stock market data using AlphaVantage.

Features

• Search GitHub users and repositories.
• Fetch details of a GitHub user or repository.
• Retrieve public repositories of a GitHub user.
• Perform stock market analysis using AlphaVantage, including:
  • Fetching intraday stock data.
  • Calculating moving averages.
  • Identifying bullish or bearish trends.
  • Detecting golden and death crosses.

Installation

Ensure you have Python installed (>=3.8) and install the necessary dependencies:

install uv package manager

powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex"

Setup

1. Clone this repository:

   git clone

cd <repository_folder>

2. install the dependencies

uv add -r 'requirements.txt'

3. Set up your AlphaVantage API key in the .env variable.

finance_server=apikey

4. Run the MCP server:

mcp install finance_server.py
mcp install githubMCP.py

License

This project is open-source under the MIT License.