MCP Server - Job Assistant

by saikrishna0716

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# MCP Server - Job Assistant Project Idea: Develop an MCP server that connects to a Gmail account to automatically read and parse emails, identifying recruiter outreach, interview schedules, and follow-ups for streamlined job application management. Reference Link…

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Author
saikrishna0716
Downloads
152
Categories
AI

- Connects to a Gmail account via the Gmail API
- Reads and parses recruiter outreach emails
- Identifies interview schedules and follow-ups
- Integrates with Claude Desktop for interactive use
- Runs as an MCP server using the Python SDK

Install the server in Claude Desktop by running mcp install server.py. Prerequisites include UV and enabling the Gmail API: in Google Cloud Console, create a project, enable the Gmail API, and download credentials.json. For a new project, run uv init mcp-server-demo, then cd mcp-server-demo, uv add "mcp[cli]".

MCP Server - Job Assistant

Project Idea: Develop an MCP server that connects to a Gmail account to automatically read and parse emails, identifying recruiter outreach, interview schedules, and follow-ups for streamlined job application management.

Reference Link: https://github.com/modelcontextprotocol/python-sdk?tab=readme-ov-file

Requirements:
1. UV
2. Claude Desktop

First time - For UV enabled project creation
uv init mcp-server-demo
cd mcp-server-demo
uv add "mcp[cli]"

You can install this server in Claude Desktop and interact with it right away by running:
mcp install server.py

✅ 1. Enable the Gmail API
Go to the Google Cloud Console.
Create a new project (or select an existing one).
Go to APIs & Services > Library and enable the Gmail API.
Go to APIs & Services > Credentials:
Create OAuth 2.0 Client ID credentials.
Download the credentials.json file.

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