Remote Career Copilot

An AI agent that helps developers in emerging markets find and land remote jobs.

Built for the Google Cloud Rapid Agent Hackathon 2026 — MongoDB track.

What it does

1. CV Analysis — Upload your PDF; Gemini extracts skills, experience, job titles
2. Job Matching — Real remote listings from Adzuna, ranked by profile fit
3. Skill Gap Analysis — Learning roadmap based on job market demands
4. Application Tracker — Log every application, MongoDB stores your history
5. Follow-up Alerts — Agent flags stale applications and drafts follow-up emails

Tech Stack

Layer	Technology
Frontend	Next.js 16 (App Router)
Agent	Google Cloud Agent Builder (ADK 2.x)
LLM	Gemini 3.5 Flash (Vertex AI)
Database	MongoDB Atlas + MCP server
Jobs	Adzuna API
Deploy	Vercel + Cloud Run

Partner Integration — MongoDB

Uses the official MongoDB MCP server (@mongodb-js/mongodb-mcp-server) to give the ADK agent direct Atlas access for all career data operations.

Architecture

Browser (Next.js → Vercel)
    ↓
/api/agent (proxy)
    ↓
ADK Agent (Python → Cloud Run)
    ↓ tools
MongoDB Atlas  ← MCP server + pymongo
Adzuna API     ← job listings
Gemini 3.5     ← Vertex AI Agent Platform

Quick Start

git clone https://github.com/victorojo007/remote-career-copilot
cd remote-career-copilot
npm install

# Start agent
cd agent && uv sync && uv run python main.py

# Start frontend (new terminal)
npm run dev

See .env.local.example and agent/.env.example for required environment variables.

License

MIT © 2026 Osamudiamen Ojo