Update README.md

README.md

@@ -64,6 +64,17 @@ User Input → Research Agent → Strategy Agent → Formatter Agent → Visual
           Builder MCP      & Strategy      Formatting     
 ```
 
+## 🎬 **Video Demo**
+
+[![Agentic Inkwell Demo Video](https://img.shields.io/badge/📺_Watch_Demo-YouTube-red.svg?style=for-the-badge)](https://youtu.be/vmkO7DbmEX8)
+
+**🔗 YouTube Link**: [https://youtu.be/vmkO7DbmEX8](https://youtu.be/vmkO7DbmEX8)
+
+> *Watch how four AI agents collaborate to transform simple topics into professional reports with visual intelligence.*
+
+<video controls src="https://huggingface.co/spaces/Agents-MCP-Hackathon/Agentic_Inkwell/resolve/main/AgenticInkwell.mp4" style="width: 60%; max-width: 60%; height: auto;">
+</video>
+
 ## 📊 **System Components**
 
 ### **Agent Specifications**
@@ -76,7 +87,10 @@ User Input → Research Agent → Strategy Agent → Formatter Agent → Visual
 | 🎨 Visual | Business Graphics | Text-to-Image MCP | Infographics, charts |
 
 ### **MCP Servers Used**
-- **Knowledge Graph Builder**: `agents-mcp-hackathon-kgb-mcp.hf.space`
-- **Text-to-Image Generator**: `agents-mcp-hackathon-t2i.hf.space`
+- **Knowledge Graph Builder**: `Agents-MCP-Hackathon/KGB-mcp`
+  MCP Server URL: https://agents-mcp-hackathon-kgb-mcp.hf.space/gradio_api/mcp/sse
+  
+- **Text-to-Image Generator**: `Agents-MCP-Hackathon/T2I`
+  MCP Server URL: https://agents-mcp-hackathon-t2i.hf.space/gradio_api/mcp/sse
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference