Fix Docker startup script and complete application deployment

- Update docker-start.sh to force correct profiles (qdrant, admin)
- Fix PostgreSQL port mapping from 5432 to 15432 across all configs
- Resolve MCP import conflicts by renaming src/mcp to src/mcp_servers
- Fix admin interface StaticFiles mount syntax error
- Update LLM client to support both Ollama and OpenAI-compatible APIs
- Configure host networking for Discord bot container access
- Correct database connection handling for async context managers
- Update environment variables and Docker compose configurations
- Add missing production dependencies and Dockerfile improvements

requirements.txt

@@ -16,7 +16,8 @@ sentence-transformers>=2.3.0
 numpy>=1.26.0
 faiss-cpu>=1.8.0
 
-# MCP Integration (remove non-existent packages)
+# MCP Integration
+mcp>=1.0.0
 aiofiles>=23.2.0
 watchdog>=3.0.0
 
@@ -28,6 +29,7 @@ nltk>=3.8.1
 fastapi>=0.104.1
 uvicorn>=0.24.0
 python-multipart>=0.0.6
+pyjwt>=2.8.0
 python-jose[cryptography]>=3.3.0
 passlib[bcrypt]>=1.7.4
 websockets>=12.0