Update URLs to MCP-1st-Birthday hackathon organization

All MCP endpoints and documentation now point to the official hackathon space:
- Space: MCP-1st-Birthday/TraceMind-mcp-server
- SSE Endpoint: mcp-1st-birthday-tracemind-mcp-server.hf.space/gradio_api/mcp/sse
- HTTP Endpoint: mcp-1st-birthday-tracemind-mcp-server.hf.space/gradio_api/mcp/

Removed development/production URL split - now ready for hackathon submission

README.md

@@ -55,15 +55,10 @@ All analysis is powered by **Google Gemini 2.5 Pro** for intelligent, context-aw
 
 ## 🔗 Quick Links
 
-### Current Deployment (Development)
-- **Gradio UI**: https://huggingface.co/spaces/kshitijthakkar/TraceMind-mcp-server
-- **MCP Endpoint**: `https://kshitijthakkar-tracemind-mcp-server.hf.space/gradio_api/mcp/`
-- **Auto-Config**: Add `kshitijthakkar-tracemind-mcp-server` at https://huggingface.co/settings/mcp
-
-### After Hackathon Submission (Production)
 - **Gradio UI**: https://huggingface.co/spaces/MCP-1st-Birthday/TraceMind-mcp-server
-- **MCP Endpoint**: `https://mcp-1st-birthday-tracemind-mcp-server.hf.space/gradio_api/mcp/`
-- **Auto-Config**: Add `mcp-1st-birthday-tracemind-mcp-server` at https://huggingface.co/settings/mcp
+- **MCP Endpoint (SSE - Recommended)**: `https://mcp-1st-birthday-tracemind-mcp-server.hf.space/gradio_api/mcp/sse`
+- **MCP Endpoint (Streamable HTTP)**: `https://mcp-1st-birthday-tracemind-mcp-server.hf.space/gradio_api/mcp/`
+- **Auto-Config**: Add `MCP-1st-Birthday/TraceMind-mcp-server` at https://huggingface.co/settings/mcp
 
 > 💡 **Tip**: Use the Auto-Config link above for the easiest setup! It generates the correct config for your MCP client automatically.
 
@@ -278,40 +273,24 @@ This Gradio app uses `mcp_server=True` in the launch configuration, which automa
 
 Once deployed to HuggingFace Spaces, your MCP server will be available at:
 
-#### Current Space (Development)
-**🎯 MCP Endpoint (Streamable HTTP - Recommended)**:
-```
-https://kshitijthakkar-tracemind-mcp-server.hf.space/gradio_api/mcp/
-```
-
-**⚠️ MCP Endpoint (SSE - Deprecated)**:
+**🎯 MCP Endpoint (SSE - Recommended)**:
 ```
-https://kshitijthakkar-tracemind-mcp-server.hf.space/gradio_api/mcp/sse
+https://mcp-1st-birthday-tracemind-mcp-server.hf.space/gradio_api/mcp/sse
 ```
 
-#### After Hackathon Submission
-**🎯 MCP Endpoint (Streamable HTTP - Recommended)**:
+**MCP Endpoint (Streamable HTTP)**:
 ```
 https://mcp-1st-birthday-tracemind-mcp-server.hf.space/gradio_api/mcp/
 ```
 
-**⚠️ MCP Endpoint (SSE - Deprecated)**:
-```
-https://mcp-1st-birthday-tracemind-mcp-server.hf.space/gradio_api/mcp/sse
-```
-
-**Note**: Use the **Streamable HTTP endpoint** (recommended) for all new integrations. The SSE endpoint is deprecated and maintained for backward compatibility only. After submission to the hackathon org, use the `mcp-1st-birthday-tracemind-mcp-server` URLs.
-
-Configure your MCP client (Claude Desktop, Cursor, Cline, etc.) with the streamable HTTP endpoint.
+**Note**: Both SSE and Streamable HTTP endpoints are fully supported. The SSE endpoint is recommended for most MCP clients.
 
 ### ✨ Easiest Way to Connect
 
 **Recommended for all users** - HuggingFace provides an automatic configuration generator:
 
 1. **Visit**: https://huggingface.co/settings/mcp (while logged in)
-2. **Add Space**: Enter one of the following:
-   - **Development**: `kshitijthakkar-tracemind-mcp-server`
-   - **After Hackathon Submission**: `mcp-1st-birthday-tracemind-mcp-server`
+2. **Add Space**: Enter `MCP-1st-Birthday/TraceMind-mcp-server`
 3. **Select Client**: Choose Claude Desktop, VSCode, Cursor, etc.
 4. **Copy Config**: Get the auto-generated configuration snippet
 5. **Paste & Restart**: Add to your client's config file and restart
@@ -327,20 +306,8 @@ If you prefer to manually configure your MCP client:
 {
   "mcpServers": {
     "tracemind": {
-      "url": "https://kshitijthakkar-tracemind-mcp-server.hf.space/gradio_api/mcp/",
-      "transport": "streamable-http"
-    }
-  }
-}
-```
-
-**After Hackathon Submission - Use this URL instead**:
-```json
-{
-  "mcpServers": {
-    "tracemind": {
-      "url": "https://mcp-1st-birthday-tracemind-mcp-server.hf.space/gradio_api/mcp/",
-      "transport": "streamable-http"
+      "url": "https://mcp-1st-birthday-tracemind-mcp-server.hf.space/gradio_api/mcp/sse",
+      "transport": "sse"
     }
   }
 }
@@ -348,18 +315,6 @@ If you prefer to manually configure your MCP client:
 
 **VSCode / Cursor (`settings.json` or `.cursor/mcp.json`)**:
 ```json
-{
-  "mcp.servers": {
-    "tracemind": {
-      "url": "https://kshitijthakkar-tracemind-mcp-server.hf.space/gradio_api/mcp/",
-      "transport": "streamable-http"
-    }
-  }
-}
-```
-
-**After Hackathon Submission - Use this URL instead**:
-```json
 {
   "mcp.servers": {
     "tracemind": {
@@ -371,9 +326,8 @@ If you prefer to manually configure your MCP client:
 ```
 
 **Cline / Other MCP Clients**:
-- **Current URL**: `https://kshitijthakkar-tracemind-mcp-server.hf.space/gradio_api/mcp/`
-- **After Hackathon Submission**: `https://mcp-1st-birthday-tracemind-mcp-server.hf.space/gradio_api/mcp/`
-- **Transport**: `streamable-http` (or `http` depending on client)
+- **URL**: `https://mcp-1st-birthday-tracemind-mcp-server.hf.space/gradio_api/mcp/sse`
+- **Transport**: `sse` (or use streamable HTTP endpoint with `streamable-http` transport)
 
 ### ❓ Connection FAQ
 
@@ -469,23 +423,14 @@ In Space settings → Tags, add:
 
 Your MCP server will be publicly available at:
 
-#### Current Space (Development)
-
 **Gradio UI**:
 ```
-https://huggingface.co/spaces/kshitijthakkar/TraceMind-mcp-server
-```
-
-**MCP Endpoint (Streamable HTTP)**:
-```
-https://kshitijthakkar-tracemind-mcp-server.hf.space/gradio_api/mcp/
+https://huggingface.co/spaces/MCP-1st-Birthday/TraceMind-mcp-server
 ```
 
-#### After Hackathon Submission
-
-**Gradio UI**:
+**MCP Endpoint (SSE - Recommended)**:
 ```
-https://huggingface.co/spaces/MCP-1st-Birthday/TraceMind-mcp-server
+https://mcp-1st-birthday-tracemind-mcp-server.hf.space/gradio_api/mcp/sse
 ```
 
 **MCP Endpoint (Streamable HTTP)**:
@@ -690,20 +635,18 @@ This MCP server builds upon our open source agent evaluation ecosystem:
 - **Description**: Lightweight, production-ready evaluation framework for AI agents with OpenTelemetry instrumentation
 - **GitHub**: [https://github.com/Mandark-droid/SMOLTRACE](https://github.com/Mandark-droid/SMOLTRACE)
 - **PyPI**: [https://pypi.org/project/smoltrace/](https://pypi.org/project/smoltrace/)
-- **Social**: [@smoltrace on X](https://twitter.com/smoltrace)
 
 #### 🔭 TraceVerde - GenAI OpenTelemetry Instrumentation
 - **Description**: Automatic OpenTelemetry instrumentation for LLM frameworks (LiteLLM, Transformers, LangChain, etc.)
 - **GitHub**: [https://github.com/Mandark-droid/genai_otel_instrument](https://github.com/Mandark-droid/genai_otel_instrument)
 - **PyPI**: [https://pypi.org/project/genai-otel-instrument](https://pypi.org/project/genai-otel-instrument)
-- **Social**: [@genai_otel on X](https://twitter.com/genai_otel)
 
 ### Built By
 
 **Track**: Building MCP (Enterprise)
 **Author**: Kshitij Thakkar
-**Powered by**: Google Gemini 2.5 Pro
-**Built with**: Gradio 6 (native MCP support)
+**Powered by**: Google Gemini 2.5 Flash
+**Built with**: Gradio (native MCP support)
 
 ---
 

app.py

@@ -98,19 +98,11 @@ def create_gradio_ui():
 
         ## MCP Connection
 
-        ### Current Space (Development)
-        **HuggingFace Space**: `https://huggingface.co/spaces/kshitijthakkar/TraceMind-mcp-server`
-
-        **MCP Endpoint (Streamable HTTP - Recommended)**: `https://kshitijthakkar-tracemind-mcp-server.hf.space/gradio_api/mcp/`
-
-        **MCP Endpoint (SSE - Deprecated)**: `https://kshitijthakkar-tracemind-mcp-server.hf.space/gradio_api/mcp/sse`
-
-        ### After Hackathon Submission
         **HuggingFace Space**: `https://huggingface.co/spaces/MCP-1st-Birthday/TraceMind-mcp-server`
 
-        **MCP Endpoint (Streamable HTTP - Recommended)**: `https://mcp-1st-birthday-tracemind-mcp-server.hf.space/gradio_api/mcp/`
+        **MCP Endpoint (SSE - Recommended)**: `https://mcp-1st-birthday-tracemind-mcp-server.hf.space/gradio_api/mcp/sse`
 
-        **MCP Endpoint (SSE - Deprecated)**: `https://mcp-1st-birthday-tracemind-mcp-server.hf.space/gradio_api/mcp/sse`
+        **MCP Endpoint (Streamable HTTP)**: `https://mcp-1st-birthday-tracemind-mcp-server.hf.space/gradio_api/mcp/`
         """)
         with gr.Tabs():
             # Tab 1: Analyze Leaderboard
@@ -1136,11 +1128,11 @@ def create_gradio_ui():
 
                 This Gradio app is MCP-enabled. When deployed to HuggingFace Spaces, it can be accessed via MCP clients.
 
-                **Current Space**: `https://huggingface.co/spaces/kshitijthakkar/TraceMind-mcp-server`
+                **HuggingFace Space**: `https://huggingface.co/spaces/MCP-1st-Birthday/TraceMind-mcp-server`
 
-                **After Hackathon Submission**: `https://huggingface.co/spaces/MCP-1st-Birthday/TraceMind-mcp-server`
+                **MCP Endpoint (SSE - Recommended)**: `https://mcp-1st-birthday-tracemind-mcp-server.hf.space/gradio_api/mcp/sse`
 
-                **MCP Endpoint (Streamable HTTP)**: Use `{space-name}.hf.space/gradio_api/mcp/` (see easiest connection method at https://huggingface.co/settings/mcp)
+                **MCP Endpoint (Streamable HTTP)**: `https://mcp-1st-birthday-tracemind-mcp-server.hf.space/gradio_api/mcp/`
 
                 ### What's Exposed via MCP:
 
@@ -1187,7 +1179,8 @@ if __name__ == "__main__":
     logger.info("MCP Server: TraceMind Agent Evaluation Platform v1.0.0")
     logger.info("Protocol: Model Context Protocol (MCP)")
     logger.info("Transport: Gradio Native MCP Support (SSE)")
-    logger.info("MCP Endpoint: https://kshitijthakkar-tracemind-mcp-server.hf.space/gradio_api/mcp/")
+    logger.info("MCP Endpoint (SSE): https://mcp-1st-birthday-tracemind-mcp-server.hf.space/gradio_api/mcp/sse")
+    logger.info("MCP Endpoint (HTTP): https://mcp-1st-birthday-tracemind-mcp-server.hf.space/gradio_api/mcp/")
     logger.info("=" * 70)
     logger.info("Features:")
     logger.info("  ✓ 7 AI-Powered Tools (Leaderboard + Trace + Cost + Dataset)")
@@ -1213,7 +1206,7 @@ if __name__ == "__main__":
     logger.info("=" * 70)
     logger.info("How to Connect (Claude Desktop/HF MCP Client):")
     logger.info("  1. Go to https://huggingface.co/settings/mcp")
-    logger.info("  2. Add Space: kshitijthakkar-tracemind-mcp-server")
+    logger.info("  2. Add Space: MCP-1st-Birthday/TraceMind-mcp-server")
     logger.info("  3. Start using TraceMind tools in your MCP client!")
     logger.info("=" * 70)
     logger.info("Starting Gradio UI + MCP Server on 0.0.0.0:7860...")