mcp-gmail-linkedin-integration

sreeniveditaa/mcp-gmail-linkedin-integration

3.1

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This project automates tasks using a custom MCP server integrated with Cursor AI, Gmail, and LinkedIn.

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🚀 MCP Gmail Automation using LinkedIn & Cursor AI

This project is built using a custom MCP (Mail Communication Protocol) server integrated with Cursor AI, Gmail, and LinkedIn. It automates real-world tasks like:

  • Publishing LinkedIn posts with specified content and images
  • Fetching LinkedIn profile details
  • Creating a custom cover letter for job applications
  • Sending personalized job application emails using Gmail

🎯 Built during the MCP Mega Workshop by NxtWave.


📌 Key Features

  • ✅ Fetch LinkedIn data using Cursor AI tools
  • ✅ Generate and publish LinkedIn posts with content + image
  • ✅ Auto-generate professional cover letters (e.g., for Infosys)
  • ✅ Send complete job applications via Gmail — all in one flow!
  • ✅ Uses Cursor’s Composio tools for seamless automation

💻 Technologies & Tools Used

  • Cursor AI (Composio MCP Tools)
  • Python (backbone logic, MCP server)
  • LinkedIn API (through Cursor integration)
  • Gmail API (automated email sending)
  • NxtWave MCP Framework

🛠️ How It Works

1. Create a LinkedIn Post

  • Cursor AI checks LinkedIn connection
  • Post is published using:
    • User content
    • Image (auto-attached via URL)
    • Cursor executes: COMPOSIO_EXECUTE_TOOL

2. Apply for a Job (e.g., Infosys)

  • Fetch LinkedIn profile data using: COMPOSIO_SEARCH_TOOLS
  • Generate a personalized cover letter with:
    • Skills
    • Interests
    • Role-based alignment
  • Connect Gmail via Cursor MCP tools
  • Send email with subject:
    LinkedIn Profile Details & Infosys Job Application - Sree Niveditaa Saravanan

📬 Output

  • ✅ Post published on LinkedIn with custom message (see screenshot)
  • ✅ Email sent to employer with:
    • LinkedIn post creation Screenshot 2025-08-04 230321 Screenshot 2025-08-04 230505

    • mail sent using the linkedin data Screenshot 2025-08-04 232210 Screenshot 2025-08-04 232344