Navigation
GitHub MCP Server: Lightning-Fast, Enterprise-Scalable APIs - MCP Implementation

GitHub MCP Server: Lightning-Fast, Enterprise-Scalable APIs

🚀 Boost GitHub MCP workflows with lightning-fast API endpoints! Developer-friendly, scalable FastAPI server for seamless enterprise integrations – deploy in minutes, code smarter." )

Developer Tools
4.1(172 reviews)
258 saves
120 comments

Users create an average of 35 projects per month with this tool

About GitHub MCP Server

What is GitHub MCP Server: Lightning-Fast, Enterprise-Scalable APIs?

GitHub MCP Server is a high-performance API solution built with FastAPI, designed to bridge AI assistants like Claude with GitHub workflows. It serves as a middleware layer that lets developers automate tasks such as managing repositories, creating issues, and interacting with GitHub data at scale—without sacrificing speed or security. Think of it as your "swiss army knife" for programmatically wrangling GitHub resources in enterprise environments.

How to use GitHub MCP Server: Lightning-Fast, Enterprise-Scalable APIs?

Getting started is as simple as:

  1. Clone the repo and set up a virtual environment
  2. Install dependencies with a requirements.txt file
  3. Add your GitHub PAT to the .env file (this is critical!)
  4. Spin up the server with uvicorn

Once running, you can hit endpoints like /github/create-issue to programmatically file bugs or /github/star-repo to favorite projects—all with async performance that won’t slow down your workflows.

GitHub MCP Server Features

Key Features of GitHub MCP Server: Lightning-Fast, Enterprise-Scalable APIs?

  • Lightning-fast async processing thanks to FastAPI's event-driven architecture
  • Enterprise-grade security via GitHub OAuth token validation
  • AI-powered smarts for issue summarization (powered by optional Claude integration)
  • Full workflow coverage from repo management to issue tracking
  • Graceful error handling with human-friendly error messages

Use cases of GitHub MCP Server: Lightning-Fast, Enterprise-Scalable APIs?

Big teams use this for:

→ Automating bug reporting from CI/CD pipelines

→ Building internal tools to audit repository activity

→ Creating self-service issue creation portals for non-technical users

→ Powering analytics dashboards with real-time GitHub data

GitHub MCP Server FAQ

FAQ from GitHub MCP Server: Lightning-Fast, Enterprise-Scalable APIs?

How do I get a GitHub PAT?

Go to GitHub Settings → Developer settings → Personal access tokens. Make sure to grant the "repo" scope for full access.

Can this handle 1000+ concurrent requests?

Absolutely! Built on FastAPI's async framework, it's designed to scale horizontally with proper cloud infrastructure.

What if my token expires?

The server will return a 401 error. Simply regenerate the PAT in GitHub and update your .env file—no code changes needed!

Does it work with private repos?

Yes! Just ensure your PAT has access to the repositories in question. Enterprise GitHub instances are supported too with minor config tweaks.

Content

🚀 GitHub MCP Server - FastAPI Implementation

🌟 Overview

This project implements a Model Context Protocol (MCP) server using FastAPI , enabling AI assistants like Claude to interact with GitHub. The server provides API endpoints to fetch user details, manage repositories, create issues, and automate GitHub workflows.

✨ Features

  • ✅ Fetch GitHub user details and repositories
  • Create and manage issues in repositories
  • List all issues in a repository
  • Star a repository
  • ✅ AI-powered GitHub Issue Summarization (Optional)
  • ✅ Secure API with GitHub OAuth Token
  • Asynchronous FastAPI implementation

🛠️ Setup & Installation

1️⃣ Clone the Repository

git clone https://github.com/snehaapratap/mcp-server.git
cd mcp-server

2️⃣ Create & Activate a Virtual Environment

python3 -m venv venv
source venv/bin/activate  

3️⃣ Install Dependencies

pip install -r requirements.txt

4️⃣ Set Up Environment Variables

Create a .env file in the root directory and add your GitHub Personal Access Token (PAT) :

GITHUB_TOKEN=your_personal_access_token

5️⃣ Run the FastAPI Server

uvicorn server:app --reload

The server will start on http://127.0.0.1:8000.


🔥 API Endpoints

Method Endpoint Description
GET / Health check for MCP server
GET /github/user Fetch GitHub user details
GET /github/repos Get all repositories of the authenticated user
POST /github/create-issue Create an issue in a repository
GET /github/list-issues List all issues in a repository
PUT /github/star-repo Star a repository
POST /github/summarize-issues AI-powered issue summarization (Optional)

⚡ Usage Examples (cURL)

🔹 Get User Details

curl -X GET "http://127.0.0.1:8000/github/user"

🔹 Fetch Repositories

curl -X GET "http://127.0.0.1:8000/github/repos"

🔹 Create an Issue

curl -X POST "http://127.0.0.1:8000/github/create-issue?owner=your-username&repo=your-repo&title=New%20Issue&body=This%20is%20a%20test%20issue"

🔹 Star a Repository

curl -X PUT "http://127.0.0.1:8000/github/star-repo?owner=your-username&repo=your-repo"

🎥 Slides

📌 View the Slides


🛡️ Error Handling

The API handles errors gracefully and returns meaningful messages:

{
  "error": "Invalid GitHub Token",
  "hint": "Ensure your token has the 'repo' scope."
}

🎯 Future Enhancements

  • 🔹 Support for pull requests management
  • 🔹 Implement WebSockets for real-time GitHub notifications
  • 🔹 Deploy on AWS/GCP with CI/CD pipeline

💡 Contributing

Want to improve this project? Feel free to open a pull request or file an issue!


👨‍💻 Author

🔹 Sneha P Pratap
🔹 GitHub: @snehaapratap
🔹 LinkedIn: Sneha Prem Pratap


Related MCP Servers & Clients