Update README.md

README.md

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 short_description: Cybersecurity MCP tools to enhance threat insights
 ---
 
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 # TDAgentTools & TDAgent: Empowering Cybersecurity with Agentic AI
 
 Welcome to TDAgentTools & TDAgent, our innovative proof of concept (PoC) crafted for the Agents-MCP Hackathon. Our initiatives focus on leveraging Agentic AI to enhance cybersecurity threat analysis, providing robust tools for data enrichment and strategic advice for incident handling.
@@ -47,9 +48,11 @@ TDAgentTools serves as an MCP server built using Gradio, offering a wide array o
 11. **TDAgentTools_lookup_cloud_account**: Investigate cloud account information.
 12. **TDAgentTools_send_email**: Simulate emailing from cert@company.com.
 
+> **Note:** TDAgentTools rely on publicly provided APIs and some of which require API keys. If any of these API keys are revoked, certain tools may not function as intended.
+
 ### Track 3: Agentic Demo Showcase - TDAgent
 
-TDAgent is an adaptive and interactive AI agent, available on TDAgentTools. This agent facilitates a dynamic AI experience, allowing users to switch the LLM used and adjust the system prompt to refine the agent’s behavior and objectives. Explore it here: [TDAgent Space](https://huggingface.co/spaces/Agents-MCP-Hackathon/TDAgent).
+TDAgent is an adaptive and interactive AI agent. This agent facilitates a dynamic AI experience, allowing users to switch the LLM used and adjust the system prompt to refine the agent’s behavior and objectives. It uses TDAgentTools to enrich threat data. Explore it here: [TDAgent Space](https://huggingface.co/spaces/Agents-MCP-Hackathon/TDAgent).
 
 #### Key Features:
 - **Intelligent API Interactions**: The agent autonomously interacts with APIs for data enrichment and analysis without explicit user guidance.