mcp-github-integration
Allows the MCP server to interact with the GitHub REST API to fetch live repository issues and generate automated triage summaries.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@mcp-github-integrationShow me the open issues in the repo facebook/react and summarize the urgent ones"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
π 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.
π Live Demo
π Click Here to View Live App
Related MCP server: mcp-github-issues
β¨ 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.
π οΈ 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
This server cannot be deployed
Maintenance
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