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Yashka1414

mcp-github-integration

by Yashka1414
README.md
# šŸ”Œ MCP Server & GitHub Tools Integration

A Model Context Protocol (MCP) agent interface built with **Groq Cloud API (Llama-3.3-70B)** and **Streamlit** that executes dynamic GitHub API tool calls to retrieve live issue telemetry and synthesize automated triage reports.

## šŸš€ Live Demo
šŸ”— [Click Here to View Live App](https://mcp-github-integration-gceagf5mcmwsg7k4gawsk9.streamlit.app)

## ✨ Core Features & Technical Architecture
* **MCP Tool Binding:** Connects LLM reasoning capabilities directly to external RESTful GitHub APIs.
* **Live Issue Triage:** Dynamically fetches live repository issues and synthesizes raw JSON payloads into actionable engineering summaries.
* **Payload Inspection:** Interactive UI panel to inspect context payloads transferred between the agent and external services.
* **Dynamic Authentication:** Zero-hardcoded credentials with runtime token handling.

## šŸ› ļø Tech Stack & Skills Demonstrated
* **Protocol & Architecture:** Model Context Protocol (MCP) & Tool Integration
* **LLM Engine:** Groq Cloud API (`llama-3.3-70b-versatile`)
* **API Integration:** GitHub REST API (`requests`)
* **Frontend:** Streamlit Cloud