Update Copilot instructions to emphasize FastMCP as the mandatory protocol for MCP server implementation

- Updated code structure in documentation for clarity.
- Added example configuration file for AutoGen-MCP-Server.
- Created detailed logs directory documentation.
- Expanded development requirements with additional tools.
- Updated core requirements with new dependencies.
- Added module docstrings for better code understanding.
- Introduced a web UI template for configuration management.
- Implemented integration and unit test structure.

.copilot-instructions.md

@@ -0,0 +1,199 @@
+# Copilot Instructions for Autogen-MCP-Server
+
+## Project Overview
+This project implements a hierarchical MCP (Model Context Protocol) server system using AutoGen multi-agent architecture. The system acts as a coordinator for multiple specialized MCP servers through configurable AI agents.
+
+## Architecture
+- **Main MCP Server**: Entry point for MCP-capable clients (e.g., AnythingLLM)
+- **AutoGen Framework**: Multi-agent coordination system
+- **Moderator Agent**: Orchestrates and routes requests to specialized agents
+- **Specialized Agents**: Each agent handles specific domains (Azure DevOps, Database, etc.)
+- **MCP Server Integration**: Each specialized agent connects to dedicated MCP servers
+- **Configuration-Driven**: YAML/JSON configuration for agent setup and routing
+- **FastMCP**: The main MCP server implementation MUST use FastMCP as the protocol and server library. No other MCP server implementation is allowed for the entry point.
+
+## Key Components
+
+### 1. MCP Server (Entry Point)
+- Implements MCP protocol using **FastMCP** (mandatory)
+- Receives requests from clients
+- Forwards to AutoGen moderator
+- Returns responses back to clients
+
+### 2. Moderator Agent
+- Analyzes incoming requests
+- Determines appropriate specialized agent
+- Coordinates multi-agent conversations
+- Aggregates and formats responses
+
+### 3. Specialized Agents
+- Domain-specific expertise
+- Connected to specialized MCP servers
+- Configurable via YAML/JSON
+- Pluggable architecture
+
+### 4. Configuration System
+- Agent definitions in YAML/JSON
+- Routing rules based on keywords/patterns
+- MCP server connections
+- Model configurations
+- Fallback strategies
+
+## Development Guidelines
+
+### Virtual Environment Management
+- **ALWAYS activate the .venv before running any terminal commands**
+- Use `source .venv/bin/activate` (Linux/macOS) or `.venv\Scripts\activate` (Windows)
+- Never run Python commands or install packages without the virtual environment activated
+- All pip installs, python executions, and package management must be done within the .venv
+
+### Project Cleanliness
+- **Keep the project structure clean and organized**
+- After creating new files, verify they are actually needed and remove unnecessary ones
+- Do not create duplicate files in subdirectories
+- **NEVER create copies of existing files in subdirectories**
+- Before creating a new file, check if a similar file already exists
+- Remove temporary files, unused imports, and dead code regularly
+- Maintain a minimal and focused project structure
+
+### File Management Rules
+- **Check for existing files before creating new ones**
+- Use existing files and extend them rather than creating duplicates
+- If a file needs to be moved, use proper refactoring instead of copying
+- Remove any files that become obsolete after refactoring
+- Keep related functionality in the same file when appropriate
+
+### Code Structure
+```
+├── src/                     # Source code
+│   ├── mcp_server/         # Main MCP server implementation
+│   ├── agents/             # AutoGen agent implementations
+│   │   ├── moderator.py    # Moderator agent
+│   │   ├── base_agent.py   # Base class for specialized agents
+│   │   └── specialized/    # Specialized agent implementations
+│   ├── config/             # Configuration management
+│   ├── utils/              # Utility functions
+│   ├── web_ui/             # Web UI for configuration management
+│   │   ├── api/           # REST API endpoints
+│   │   ├── static/        # CSS, JS, images
+│   │   └── templates/     # HTML templates
+│   └── main.py            # Entry point
+├── config/                 # Configuration files
+│   ├── example-config.yml  # Example configuration
+│   └── config.yml         # Actual configuration (not in git)
+├── tests/                  # Test files
+│   ├── unit/              # Unit tests
+│   └── integration/       # Integration tests
+├── logs/                   # Log files (not in git)
+├── docs/                   # Documentation
+├── requirements.txt        # Python dependencies
+├── requirements-dev.txt    # Development dependencies
+└── .venv/                 # Virtual environment
+```
+
+### Configuration Format
+```yaml
+moderator:
+  name: "AgentModerator"
+  model: "gpt-4"
+  system_message: "..."
+
+agents:
+  - name: "AzureDevOpsAgent"
+    specialization: "azure_devops"
+    model: "gpt-4"
+    mcp_server:
+      url: "mcp://azure-devops-server"
+      tools: ["get_work_items", "create_pull_request"]
+
+routing_rules:
+  - keywords: ["azure", "devops", "pipeline"]
+    agent: "AzureDevOpsAgent"
+```
+
+### Key Technologies
+- **Python 3.12+** (3.13+ preferred when available)
+- **FastMCP**: Mandatory for the main MCP server implementation
+- **AutoGen**: Multi-agent framework
+- **MCP SDK**: Model Context Protocol implementation
+- **FastAPI**: Modern web framework for Web UI
+- **Pydantic**: Configuration validation
+- **PyYAML**: Configuration parsing
+- **AsyncIO**: Asynchronous operations
+- **SQLAlchemy**: Database ORM (for configuration storage)
+- **Uvicorn**: ASGI server
+
+### Development Phases
+1. **Phase 1**: Basic MCP server + single specialized agent
+2. **Phase 2**: Moderator agent + routing logic
+3. **Phase 3**: Configuration system + multiple agents
+4. **Phase 4**: Error handling + monitoring
+5. **Phase 5**: Plugin system + hot-reload
+
+### Testing Strategy
+- Unit tests for each component
+- Integration tests for agent communication
+- Configuration validation tests
+- End-to-end tests with real MCP clients
+- Performance tests for multi-agent scenarios
+
+### Error Handling
+- Graceful degradation when agents/servers unavailable
+- Timeout handling for long-running operations
+- Fallback strategies in configuration
+- Comprehensive logging and monitoring
+
+### Performance Considerations
+- Async/await for non-blocking operations
+- Connection pooling for MCP servers
+- Request caching where appropriate
+- Token usage optimization
+
+## Implementation Notes
+
+### Agent Factory Pattern
+Use factory pattern to create agents from configuration:
+```python
+class AgentFactory:
+    @staticmethod
+    def create_agent(config: AgentConfig) -> BaseAgent:
+        # Create agent based on configuration
+```
+
+### MCP Server Registry
+Maintain registry of available MCP servers:
+```python
+class MCPServerRegistry:
+    def register_server(self, name: str, server: MCPServer):
+        # Register MCP server
+    
+    def get_server(self, name: str) -> MCPServer:
+        # Get MCP server by name
+```
+
+### Configuration Hot-Reload
+Implement configuration reload without restart:
+```python
+class ConfigManager:
+    def reload_config(self):
+        # Reload configuration and update agents
+```
+
+## Security Considerations
+- Validate all configuration inputs
+- Sanitize requests between agents
+- Implement proper authentication for MCP servers
+- Log all agent interactions for audit
+
+## Monitoring & Observability
+- Request tracing across agent boundaries
+- Performance metrics collection
+- Error rate monitoring
+- Token usage tracking
+
+## Future Enhancements
+- Web UI for configuration management
+- Agent performance analytics
+- Dynamic agent scaling
+- Advanced routing algorithms
+- Integration with more MCP servers

README.md

@@ -1,3 +1,184 @@
 # Autogen-MCP-Server
 
-Ein MCP Server, der eine Gruppe von LLM und  MCP Servern koppelt
+Ein hierarchisches MCP-System mit AutoGen Multi-Agent-Architektur für die Koordination spezialisierter KI-Agenten.
+
+## 🎯 Projektziel
+
+Dieses Projekt implementiert einen intelligenten MCP (Model Context Protocol) Server, der als Einstiegspunkt für ein System aus spezialisierten KI-Agenten fungiert. Das System ermöglicht es, komplexe Anfragen automatisch an die am besten geeigneten Experten-Agenten zu routen und koordinierte Antworten zu liefern.
+
+## 🏗️ Architektur
+
+```
+MCP Client (AnythingLLM) 
+    ↓
+Hauptserver (MCP Server)
+    ↓
+Moderator-Agent (AutoGen)
+    ↓
+Spezialisierte Agenten
+    ↓
+Spezialisierte MCP Server
+```
+
+### Komponenten
+
+- **🚪 Hauptserver**: MCP-konformer Einstiegspunkt für Clients
+- **🎭 Moderator-Agent**: Intelligente Koordination und Routing
+- **🔧 Spezialisierte Agenten**: Experten für spezifische Domänen (Azure DevOps, Datenbanken, etc.)
+- **⚙️ MCP-Server**: Spezialisierte Backend-Services für jeden Agenten
+- **📋 Konfigurationssystem**: YAML/JSON-basierte Agenten-Konfiguration
+
+## 🌟 Hauptfeatures
+
+### ✅ Intelligente Anfragerouting
+- Automatische Erkennung der passenden Experten-Agenten
+- Keyword-basierte und semantische Routing-Regeln
+- Fallback-Strategien für unbekannte Anfragen
+
+### ✅ Konfigurierbare Agenten
+- YAML/JSON-Konfiguration für alle Agenten
+- Plug-and-Play-Architektur für neue Domänen
+- Hot-Reload für Konfigurationsänderungen
+
+### ✅ Enterprise-Ready
+- Umfassende Fehlerbehandlung
+- Logging und Monitoring
+- Skalierbare Architektur
+- Sicherheitsfeatures
+
+## 🚀 Anwendungsfall
+
+**Beispiel-Workflow:**
+1. Benutzer stellt Frage zu Azure DevOps in AnythingLLM
+2. AnythingLLM sendet Anfrage an unseren MCP Server
+3. Moderator-Agent analysiert die Anfrage
+4. Azure DevOps-Spezialist wird aktiviert
+5. Spezialist nutzt Azure DevOps MCP Server für Informationen
+6. Antwort wird über die Kette zurück an den Benutzer geliefert
+
+## 📝 Konfigurationsbeispiel
+
+```yaml
+# autogen-config.yml
+moderator:
+  name: "AgentModerator"
+  model: "gpt-4"
+  system_message: "Du koordinierst spezialisierte Agenten..."
+
+agents:
+  - name: "AzureDevOpsAgent"
+    specialization: "azure_devops"
+    model: "gpt-4"
+    mcp_server:
+      url: "mcp://azure-devops-server"
+      tools: ["get_work_items", "create_pull_request"]
+    
+  - name: "DatabaseAgent"
+    specialization: "database"
+    model: "gpt-3.5-turbo"
+    mcp_server:
+      url: "mcp://database-server"
+      tools: ["query_db", "get_schema"]
+
+routing_rules:
+  - keywords: ["azure", "devops", "pipeline", "build"]
+    agent: "AzureDevOpsAgent"
+  - keywords: ["database", "sql", "query", "table"]
+    agent: "DatabaseAgent"
+```
+
+## 🛠️ Technologie-Stack
+
+- **Python 3.13+**
+- **AutoGen**: Multi-Agent Framework
+- **MCP SDK**: Model Context Protocol
+- **Pydantic**: Konfigurationsvalidierung
+- **PyYAML**: Konfigurationsparsing
+- **AsyncIO**: Asynchrone Operationen
+
+## 🎯 Entwicklungsphasen
+
+### Phase 1: MVP (Minimum Viable Product)
+- [x] Grundlegende MCP Server Implementierung
+- [x] Einfacher Spezialist-Agent (Azure DevOps)
+- [x] Basis-Konfigurationssystem
+
+### Phase 2: Moderator-System
+- [ ] Moderator-Agent Implementierung
+- [ ] Intelligente Anfragerouting
+- [ ] Multi-Agent-Koordination
+
+### Phase 3: Erweiterte Konfiguration
+- [ ] Vollständiges YAML/JSON-Konfigurationssystem
+- [ ] Mehrere spezialisierte Agenten
+- [ ] Hot-Reload-Funktionalität
+
+### Phase 4: Enterprise-Features
+- [ ] Umfassende Fehlerbehandlung
+- [ ] Logging und Monitoring
+- [ ] Performance-Optimierungen
+
+### Phase 5: Erweiterungen
+- [ ] Plugin-System für neue Agenten
+- [ ] Web-UI für Konfiguration
+- [ ] Analytics und Metriken
+
+## 🔧 Installation & Setup
+
+```bash
+# Repository klonen
+git clone https://github.com/KonnosPB/Autogen-MCP-Server.git
+cd Autogen-MCP-Server
+
+# Abhängigkeiten installieren
+pip install -r requirements.txt
+
+# Konfiguration anpassen
+cp config/example-config.yml config/config.yml
+# config.yml bearbeiten...
+
+# Server starten
+python src/main.py
+```
+
+## 📊 Vorteile
+
+### Für Entwickler
+- **Modulare Architektur**: Einfache Erweiterung um neue Domänen
+- **Konfigurierbar**: Keine Code-Änderungen für neue Agenten
+- **Testbar**: Isolierte Komponenten für einfache Tests
+
+### Für Unternehmen
+- **Skalierbar**: Neue Experten-Domänen ohne Neudeployment
+- **Wartbar**: Zentrale Konfiguration
+- **Ausfallsicher**: Fallback-Strategien und Fehlerbehandlung
+
+### Für Benutzer
+- **Intelligent**: Automatische Weiterleitung an die richtige Expertise
+- **Schnell**: Direkte Verbindung zu spezialisierten Services
+- **Umfassend**: Ein Interface für viele verschiedene Domänen
+
+## 🤝 Beitragen
+
+Wir freuen uns über Beiträge! Siehe [CONTRIBUTING.md](CONTRIBUTING.md) für Details.
+
+## 📄 Lizenz
+
+Dieses Projekt ist unter der MIT-Lizenz lizenziert - siehe [LICENSE](LICENSE) für Details.
+
+## 🌍 Roadmap
+
+- **Q1 2025**: MVP mit Azure DevOps Integration
+- **Q2 2025**: Mehrere spezialisierte Agenten
+- **Q3 2025**: Enterprise-Features und Monitoring
+- **Q4 2025**: Plugin-System und Web-UI
+
+## 📞 Support
+
+- **Issues**: GitHub Issues für Bugs und Feature-Requests
+- **Diskussionen**: GitHub Discussions für Fragen und Ideen
+- **Dokumentation**: [Wiki](https://github.com/KonnosPB/Autogen-MCP-Server/wiki)
+
+---
+
+*Dieses Projekt kombiniert die Kraft von AutoGen Multi-Agent-Systemen mit der Flexibilität des Model Context Protocol für eine neue Generation intelligenter Assistenten.*

config/example-config.yml

@@ -0,0 +1,143 @@
+# Beispiel-Konfiguration für Autogen-MCP-Server
+# Kopiere diese Datei zu config.yml und passe sie an
+
+# Moderator Agent Konfiguration
+moderator:
+  name: "AgentModerator"
+  model: "gpt-4"
+  system_message: |
+    Du bist ein intelligenter Moderator-Agent, der Anfragen an spezialisierte Agenten weiterleitet.
+    Analysiere die Anfrage und bestimme den besten Spezialisten für die Aufgabe.
+    Koordiniere die Kommunikation zwischen den Agenten und formatiere die finale Antwort.
+  
+  # Modell-spezifische Konfiguration
+  model_config:
+    temperature: 0.7
+    max_tokens: 1000
+    timeout: 30
+
+# Spezialisierte Agenten
+agents:
+  - name: "AzureDevOpsAgent"
+    specialization: "azure_devops"
+    description: "Spezialist für Azure DevOps, Build-Pipelines und Deployment"
+    model: "gpt-4"
+    system_message: |
+      Du bist ein Azure DevOps Spezialist. Du hilfst bei:
+      - Work Items und Backlogs
+      - Build und Release Pipelines
+      - Git Repositories und Pull Requests
+      - Deployment Strategien
+    
+    # MCP Server Verbindung
+    mcp_server:
+      url: "mcp://localhost:8001/azure-devops"
+      timeout: 60
+      tools:
+        - "get_work_items"
+        - "create_pull_request"
+        - "get_build_status"
+        - "trigger_pipeline"
+    
+    model_config:
+      temperature: 0.3
+      max_tokens: 1500
+
+  - name: "DatabaseAgent"
+    specialization: "database"
+    description: "Spezialist für Datenbank-Operationen und SQL"
+    model: "gpt-3.5-turbo"
+    system_message: |
+      Du bist ein Datenbank-Spezialist. Du hilfst bei:
+      - SQL Queries und Optimierung
+      - Datenbank Design und Schema
+      - Performance-Analyse
+      - Backup und Recovery
+    
+    mcp_server:
+      url: "mcp://localhost:8002/database"
+      timeout: 45
+      tools:
+        - "query_database"
+        - "get_schema"
+        - "analyze_performance"
+        - "backup_database"
+    
+    model_config:
+      temperature: 0.2
+      max_tokens: 1200
+
+# Routing-Regeln für automatische Agent-Auswahl
+routing_rules:
+  - keywords: ["azure", "devops", "pipeline", "build", "deployment", "pull request", "work item"]
+    agent: "AzureDevOpsAgent"
+    confidence: 0.8
+    
+  - keywords: ["database", "sql", "query", "schema", "table", "performance", "backup"]
+    agent: "DatabaseAgent"
+    confidence: 0.8
+    
+  - keywords: ["datenbank", "abfrage", "tabelle", "schema"]
+    agent: "DatabaseAgent"
+    confidence: 0.7
+
+# Fallback-Strategien
+fallback:
+  default_agent: "moderator"  # Wenn kein spezieller Agent gefunden wird
+  timeout_seconds: 120
+  retry_attempts: 3
+  
+  # Wenn ein Agent nicht verfügbar ist
+  unavailable_strategy: "fallback_to_moderator"
+  
+  # Fehlerbehandlung
+  error_responses:
+    agent_timeout: "Entschuldigung, der angefragte Service ist momentan nicht verfügbar."
+    mcp_server_error: "Es gab einen Fehler beim Zugriff auf die Backend-Services."
+    general_error: "Ein unerwarteter Fehler ist aufgetreten. Bitte versuchen Sie es später erneut."
+
+# Logging-Konfiguration
+logging:
+  level: "INFO"
+  format: "%(asctime)s - %(name)s - %(levelname)s - %(message)s"
+  file: "logs/autogen-mcp-server.log"
+  max_file_size: "10MB"
+  backup_count: 5
+  
+  # Spezielle Logger
+  loggers:
+    agents: "DEBUG"
+    mcp_server: "INFO"
+    config: "WARNING"
+
+# Web UI Konfiguration (optional)
+web_ui:
+  enabled: true
+  host: "localhost"
+  port: 8000
+  debug: false
+  
+  # Sicherheit
+  secret_key: "your-secret-key-here"  # Ändern Sie dies in Produktion!
+  
+  # Authentifizierung (optional)
+  auth:
+    enabled: false
+    username: "admin"
+    password: "password"  # Ändern Sie dies in Produktion!
+
+# Performance-Einstellungen
+performance:
+  # Maximale gleichzeitige Anfragen
+  max_concurrent_requests: 10
+  
+  # Caching
+  cache:
+    enabled: true
+    ttl_seconds: 300
+    max_size: 1000
+  
+  # Connection Pooling für MCP Server
+  mcp_connection_pool:
+    max_connections: 5
+    timeout: 30

logs/README.md

@@ -0,0 +1,27 @@
+# Logs Directory
+
+This directory contains log files for the Autogen-MCP-Server.
+
+## Log Files
+
+- `autogen-mcp-server.log` - Main application log
+- `agents.log` - Agent-specific logs
+- `mcp-server.log` - MCP server communication logs
+- `web-ui.log` - Web UI access and error logs
+
+## Log Rotation
+
+Log files are automatically rotated when they reach 10MB in size.
+Up to 5 backup files are kept.
+
+## Log Levels
+
+- `DEBUG` - Detailed diagnostic information
+- `INFO` - General information about system operation
+- `WARNING` - Warning messages about potential issues
+- `ERROR` - Error messages about failures
+- `CRITICAL` - Critical error messages
+
+## Configuration
+
+Log configuration can be adjusted in `config/config.yml` under the `logging` section.

requirements-dev.txt

@@ -0,0 +1,21 @@
+# Development Requirements - zusätzlich zu requirements.txt
+
+# Code Quality
+pre-commit>=3.5.0
+bandit>=1.7.5
+
+# Testing
+pytest-xdist>=3.3.0  # Parallel testing
+pytest-mock>=3.12.0
+httpx>=0.25.0  # For testing FastAPI endpoints
+
+# Development Tools
+ipython>=8.16.0
+jupyter>=1.0.0
+
+# Documentation
+mkdocs-mermaid2-plugin>=1.1.0
+
+# Type Checking
+types-PyYAML>=6.0.0
+types-requests>=2.31.0

requirements.txt

@@ -0,0 +1,47 @@
+# Requirements for Autogen-MCP-Server
+
+# Core MCP and AutoGen
+mcp>=1.0.0
+autogen-agentchat>=0.2.0
+
+# Configuration and Validation
+pydantic>=2.5.0
+pydantic-settings>=2.1.0
+PyYAML>=6.0.1
+
+# Async and Networking
+aiohttp>=3.9.0
+asyncio-mqtt>=0.16.0
+
+# Web UI Framework (FastAPI chosen for modern async support)
+fastapi>=0.104.0
+uvicorn[standard]>=0.24.0
+jinja2>=3.1.0
+
+# Database (for configuration storage if needed)
+sqlalchemy>=2.0.0
+alembic>=1.12.0
+
+# Logging and Monitoring
+structlog>=23.2.0
+prometheus-client>=0.19.0
+
+# Security
+python-jose[cryptography]>=3.3.0
+passlib[bcrypt]>=1.7.4
+
+# Development and Testing
+pytest>=7.4.0
+pytest-asyncio>=0.21.0
+pytest-cov>=4.1.0
+black>=23.9.0
+ruff>=0.1.0
+mypy>=1.7.0
+
+# Documentation
+mkdocs>=1.5.0
+mkdocs-material>=9.4.0
+
+# Optional: For advanced features
+redis>=5.0.0  # For caching and session management
+celery>=5.3.0  # For background tasks

src/__init__.py

@@ -0,0 +1,3 @@
+"""
+Autogen-MCP-Server: A hierarchical MCP system with AutoGen multi-agent architecture.
+"""

src/agents/__init__.py

@@ -0,0 +1,3 @@
+"""
+AutoGen agents implementation - Moderator and specialized agents.
+"""

src/agents/specialized/__init__.py

@@ -0,0 +1,3 @@
+"""
+Specialized agents for different domains (Azure DevOps, Database, etc.).
+"""

src/config/__init__.py

@@ -0,0 +1,3 @@
+"""
+Configuration management - YAML/JSON parsing and validation.
+"""

src/mcp_server/__init__.py

@@ -0,0 +1,3 @@
+"""
+MCP Server implementation - Entry point for MCP-capable clients.
+"""

src/utils/__init__.py

@@ -0,0 +1,3 @@
+"""
+Utility functions - Logging, helpers, and shared functionality.
+"""

src/web_ui/__init__.py

@@ -0,0 +1,3 @@
+"""
+Web UI for configuration management - Flask/FastAPI based interface.
+"""

src/web_ui/api/__init__.py

@@ -0,0 +1,3 @@
+"""
+Web UI API endpoints - REST API for configuration management.
+"""

src/web_ui/templates/index.html

@@ -0,0 +1,53 @@
+<!DOCTYPE html>
+<html lang="de">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Autogen-MCP-Server - Konfiguration</title>
+    <style>
+        body {
+            font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;
+            margin: 0;
+            padding: 20px;
+            background-color: #f5f5f5;
+        }
+        .container {
+            max-width: 1200px;
+            margin: 0 auto;
+            background: white;
+            padding: 30px;
+            border-radius: 8px;
+            box-shadow: 0 2px 10px rgba(0,0,0,0.1);
+        }
+        h1 {
+            color: #333;
+            text-align: center;
+            margin-bottom: 30px;
+        }
+        .coming-soon {
+            text-align: center;
+            color: #666;
+            font-size: 18px;
+            padding: 40px;
+        }
+    </style>
+</head>
+<body>
+    <div class="container">
+        <h1>🚀 Autogen-MCP-Server Web UI</h1>
+        <div class="coming-soon">
+            <h2>🔧 Konfiguration Interface</h2>
+            <p>Die Web-basierte Konfigurationsoberfläche befindet sich in Entwicklung.</p>
+            <p>Features in Planung:</p>
+            <ul style="text-align: left; display: inline-block;">
+                <li>📝 Agent-Konfiguration bearbeiten</li>
+                <li>🔍 Live-Monitoring der Agenten</li>
+                <li>📊 Performance-Metriken</li>
+                <li>🔄 Hot-Reload von Konfigurationen</li>
+                <li>📋 Routing-Regeln verwalten</li>
+                <li>🔐 Sicherheitseinstellungen</li>
+            </ul>
+        </div>
+    </div>
+</body>
+</html>

tests/integration/__init__.py

@@ -0,0 +1,3 @@
+"""
+Integration tests for component interactions.
+"""

tests/unit/__init__.py

@@ -0,0 +1,3 @@
+"""
+Unit tests for individual components.
+"""