Update README.md to expand the code quality metrics section with detailed descriptions for vulnerability, style, and quality scores. Add Gradio app and MCP server URLs, and include a demo video link for better project visibility.

README.md

@@ -23,9 +23,20 @@ short_description: Generate quality metrics and a detailed report for your code
 This project is a Gradio-based MCP server that provides two code analysis functionalities:
 
 -  **Code Quality Score**: Provides an averaged score across vulnerability, style, and quality for the provided code using top three AI providers (OpenAI, Anthropic, Mistral).
--  **Code Analysis Report**: Generates a detailed report about the provided code, including basic information and suggesting 5-10 potential fixes to improve the code.
+    -  **Vulnerability Score**: Measures the likelihood of the code containing vulnerabilities.
+    -  **Style Score**: Measures the adherence to coding style guidelines.
+    -  **Quality Score**: Measures the overall quality of the code.
+
+-  **Code Analysis Report**: Generates a detailed report using Claude Sonnet 4, providing insights about the provided code, including basic information and suggesting 5-10 potential fixes to improve the code.
+
+## Video & Demo
+
+- **Gradio App URL**: https://agents-mcp-hackathon-code-analysis-mcp.hf.space
+- **MCP Server URL:** https://agents-mcp-hackathon-code-analysis-mcp.hf.space/gradio_api/mcp/sse
+
+- **Watch the demo video:** [Code Analysis MCP Demo (Agents MCP Hackathon)](https://www.youtube.com/watch?v=A4YWMMyJRsA)
+
 
-**Watch the demo video:** [Code Analysis MCP Demo (Agents MCP Hackathon)](https://www.youtube.com/watch?v=A4YWMMyJRsA)
 [![Watch the demo on YouTube](image.png)](https://youtu.be/A4YWMMyJRsA)
 
 ## Integration with MCP clients