Hackathon SEO Analyst Agent (MCP)

📌 What It Does & Who It's For

The Hackathon SEO Analyst is an autonomous data-engineering agent built for marketing teams and backend engineers. It utilizes the Model Context Protocol (MCP) to natively ingest, parse, and flatten heavily nested, stringified JSON datasets into clean, actionable SEO metrics without requiring manual data-transformation scripts.

Related MCP server: kwrds.ai MCP Server

⚙️ Setup Instructions

A stranger can reproduce this environment by following these steps:

1. Clone the repository: git clone https://github.com/muhammadtaimoorajmal/seo-analyst-agent.git

2. Install dependencies: npm install

3. Configure environment variables: Create a .env file and add your ANTHROPIC_API_KEY.

4. Start the local MCP server: npm run start:mcp

💻 Usage Example

Send a raw, stringified JSON payload to the agent's endpoint:

curl -X POST http://localhost:3000/api/analyze \
-H "Content-Type: application/json" \
-d "{\"raw_data\": \"{\\\"seo_score\\\": \\\"85\\\", \\\"traffic\\\": \\\"1420\\\"}\"}"