Update README.md

README.md

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 license: apache-2.0
 tags:
  - agent-demo-track
-short_description: tdb
+short_description: AI-driven TDAgent to automate threat analysis with MCP tools
+
 ---
 
+# Hackathon Participation: Cybersecurity AI Agents
+
+This project is our contribution to Tracks 1 and 3 of the [Agents-MCP-Hackathon](https://huggingface.co/Agents-MCP-Hackathon), focused on applying AI technologies in the cybersecurity domain. Our aim is to develop solutions that improve the operational efficiency in cybersecurity through automation and data-driven insights.
+
+## Team Overview
+
+Our team is part of the AI division in our company's cybersecurity department. We focus on implementing AI-based solutions to assist cybersecurity operations. Our team members include:
+
+- **Pedro Completo Bento**
+- **Josep Pon Farreny**
+- **Sofia Jeronimo dos Santos**
+- **Rodrigo Dominguez Sanz**
+- **Miguel Rodin**
+
+## Project Goals
+
+We are exploring the application of AI agents to aid cybersecurity analysts in threat data enrichment and threat analysis. Our main goals are:
+
+1. To experiment with agentic technologies like Gradio and MCP.
+2. To explore how AI can improve data enrichment capabilities in threat analysis.
+3. To develop autonomous agents capable of API interaction, data enrichment, and threat evaluation.
+
+## Track 1: MCP Tool / Server
+
+In Track 1, we developed **TDAgentTools**, a Gradio-powered MCP server offering a set of public cybersecurity intelligence tools. This tool is designed to assist cybersecurity professionals in their threat analysis and response tasks.
+
+Access TDAgentTools here: [TDAgentTools Space](https://huggingface.co/spaces/Agents-MCP-Hackathon/TDAgentTools)
+
+## Track 3: Agentic Demo Showcase
+
+For Track 3, we created **TDAgent**, an AI agent with a chat interface that connects to MCPs, defaulting to TDAgent MCP. The agent utilizes **TDAgentTools** or other MCP servers to gather additional threat intelligence, providing enriched data for more comprehensive threat evaluations.
+
+## Usage and Purpose
+
+- **TDAgentTools**: Provides cybersecurity professionals with essential analysis tools via a user-friendly interface.
+- **TDAgent**: Facilitates interactive AI-supported threat analysis, enhancing efficiency, by leveraging data from MCP servers for improved insights.
+
+Our work aims to reduce the manual effort involved in threat analysis, allowing cybersecurity teams to focus on strategic activities by utilizing AI for operational tasks.
+
+## Conclusion
+
+This project seeks to demonstrate the practical applications of AI agents in cybersecurity, providing tools and frameworks to improve security operations.
+
+
+
 # TDA Agent
 
 # Development setup