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Yashka1414

mcp-github-integration

by Yashka1414

πŸ”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.

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Related MCP server: mcp-github-issues

✨ 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.

πŸ› 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

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