ChethanaMarasinghe/mcp-cv-chat-mailing-assistant
If you are the rightful owner of mcp-cv-chat-mailing-assistant and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.
An AI-powered system that enhances recruitment processes by parsing resumes, answering CV-related queries, and sending secure email notifications.
📄 MCP CV Chat & Email
A Model Context Protocol (MCP) server with a React/Next.js frontend that lets users: 🔍 Ask questions about a resume (CV) with answers powered by an LLM (OpenAI GPT) 📧 Send emails directly via Gmail securely with an App Password
✨ Features Resume Querying → Interact with your CV by asking natural language questions Email Sending → Compose and send emails via Gmail SMTP Frontend Interface → Minimal yet interactive UI built with React/Next.js
🛠 Tech Stack Backend: FastAPI + MCP Tools Frontend: React/Next.js Integration: OpenAI GPT + Gmail SMTP
📋 Requirements Python: 3.10+ Node.js: 18+
🚀 Getting Started
1️⃣ Run Backend pip install -r requirements.txt uvicorn bridge:app --reload --host 0.0.0.0 --port 8001
2️⃣ Run Frontend npm install npm run dev
3️⃣ Open in Browser 👉 http://localhost:3000
⚙️ Configuration Gmail App Password: To enable email sending, create a Gmail App Password and set it in your backend environment.
OpenAI API Key: Required for resume (CV) query responses. ⚠️ Do not commit secrets like API keys or passwords to version control.