AISE1_Project_Irina_Livio/backend/agent/mcp_server_adapter.py
2026-05-07 11:36:56 +02:00

105 lines
4.1 KiB
Python

import asyncio
import json
from typing import List, Dict, Any
from pathlib import Path
from mcp import ClientSession, StdioServerParameters
from mcp.client.stdio import stdio_client
class MCPToolAdapter:
def __init__(self, config_path: str = "mcp_server_config.json"):
self.config_path = config_path
self.sessions: Dict[str, ClientSession] = {}
self.exit_stack: Dict[str, Any] = {}
self.tool_registry: List[Dict[str, Any]] = []
def _load_config(self) -> Dict[str, Any]:
"""Lädt die Server-Konfiguration aus der JSON-Datei."""
path = Path(__file__).parent / self.config_path
if not path.exists():
print(f"Config file not found: {path}")
return {}
try:
with open(path, 'r') as f:
return json.load(f)
except json.JSONDecodeError as e:
print(f"Error decoding JSON config: {e}")
return {}
async def initialize_all_sessions(self):
"""Initialisiert alle konfigurierten MCP-Sessions und registriert die Tools."""
config = self._load_config()
for server_name, params in config.items():
print(f"Initializing session for {server_name}...")
server_params = StdioServerParameters(
command=params["command"],
args=params.get("args", []),
env=params.get("env", None),
)
try:
# Verbindung aufbauen
transport_gen = stdio_client(server_params)
read, write = await transport_gen.__aenter__()
session = ClientSession(read, write)
await session.__aenter__()
await session.initialize()
self.sessions[server_name] = session
# Speichern für den Shutdown
self.exit_stack[server_name] = (transport_gen, session)
# Tools abrufen und registrieren
result = await session.list_tools()
# result ist oft ein Objekt, wir greifen auf das .tools Attribut zu
tools = getattr(result, 'tools', [])
for tool in tools:
# 'tool' ist hier meist ein Tool-Objekt vom MCP SDK
self.tool_registry.append({
"server": server_name,
"name": tool.name,
"definition": tool
})
print(f"Session for {server_name} ready. {len(tools)} tools found.")
except Exception as e:
print(f"Failed to initialize {server_name}: {e}")
def get_all_tools(self) -> List[Dict[str, Any]]:
"""Gibt alle gesammelten Tools zurück."""
return self.tool_registry
async def call_tool(self, tool_name: str, arguments: Dict[str, Any]):
"""Findet den richtigen Server für ein Tool und führt es aus."""
# Suche in der Registry nach dem passenden Server
tool_entry = next((t for t in self.tool_registry if t["name"] == tool_name), None)
if not tool_entry:
return f"Error: Tool '{tool_name}' not found in registry."
server_name = tool_entry["server"]
session = self.sessions.get(server_name)
if session:
try:
result = await session.call_tool(tool_name, arguments)
return result
except Exception as e:
return f"Error calling tool '{tool_name}' on server '{server_name}': {str(e)}"
return f"Error: Session for server '{server_name}' not active."
async def shutdown_all_sessions(self):
"""Schließt alle offenen Verbindungen sauber."""
for server_name, (transport_gen, session) in self.exit_stack.items():
try:
await session.__aexit__(None, None, None)
await transport_gen.__aexit__(None, None, None)
print(f"Session for {server_name} shut down.")
except Exception as e:
print(f"Error during shutdown of {server_name}: {e}")