Spaces:
Sleeping
Sleeping
Finished MCP server connection logic, tested reading tools.
Browse files- rss_client.py +245 -0
rss_client.py
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| 1 |
+
import asyncio
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| 2 |
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import logging
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| 3 |
+
from pathlib import Path
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| 4 |
+
from logging.handlers import RotatingFileHandler
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| 5 |
+
from typing import Any, Dict, List, Optional
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| 6 |
+
from urllib.parse import urlparse
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| 7 |
+
from dataclasses import dataclass
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| 8 |
+
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| 9 |
+
import gradio as gr
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from mcp import ClientSession
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| 11 |
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from mcp.client.sse import sse_client
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| 12 |
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# from pydantic import BaseModel
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| 13 |
+
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| 14 |
+
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| 15 |
+
# Make sure log directory exists
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| 16 |
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Path('logs').mkdir(parents=True, exist_ok=True)
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| 17 |
+
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| 18 |
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# Set-up logger
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| 19 |
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logger = logging.getLogger()
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+
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logging.basicConfig(
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handlers=[RotatingFileHandler(
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'logs/rss_server.log',
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maxBytes=100000,
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backupCount=10,
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mode='w'
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)],
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level=logging.INFO,
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format='%(levelname)s - %(name)s - %(message)s'
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)
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logger = logging.getLogger(__name__)
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@dataclass
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class ToolParameter:
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"""Represents a parameter for a tool.
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Attributes:
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name: Parameter name
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| 41 |
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parameter_type: Parameter type (e.g., "string", "number")
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| 42 |
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description: Parameter description
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required: Whether the parameter is required
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default: Default value for the parameter
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| 45 |
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"""
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name: str
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parameter_type: str
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| 48 |
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description: str
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required: bool = False
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default: Any = None
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@dataclass
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class ToolDef:
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"""Represents a tool definition.
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Attributes:
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name: Tool name
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| 59 |
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description: Tool description
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| 60 |
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parameters: List of ToolParameter objects
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| 61 |
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metadata: Optional dictionary of additional metadata
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| 62 |
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identifier: Tool identifier (defaults to name)
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| 63 |
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"""
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| 64 |
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name: str
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description: str
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parameters: List[ToolParameter]
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metadata: Optional[Dict[str, Any]] = None
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identifier: str = ""
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class MCPConnectionError(Exception):
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"""Exception raised when MCP connection fails"""
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pass
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class MCPTimeoutError(Exception):
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"""Exception raised when MCP operation times out"""
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| 78 |
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pass
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| 81 |
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class MCPClientWrapper:
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| 82 |
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'''Client for interacting with Model Context Protocol (MCP) endpoints'''
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| 83 |
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| 84 |
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def __init__(self, endpoint: str, timeout: float = 30.0, max_retries: int = 3):
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| 85 |
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"""Initialize MCP client with endpoint URL
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| 86 |
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| 87 |
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Args:
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| 88 |
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endpoint: The MCP endpoint URL (must be http or https)
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| 89 |
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timeout: Connection timeout in seconds
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| 90 |
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max_retries: Maximum number of retry attempts
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| 91 |
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"""
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| 92 |
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if urlparse(endpoint).scheme not in ("http", "https"):
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raise ValueError(f"Endpoint {endpoint} is not a valid HTTP(S) URL")
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self.endpoint = endpoint
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| 95 |
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self.timeout = timeout
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| 96 |
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self.max_retries = max_retries
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| 97 |
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| 98 |
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| 99 |
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async def _execute_with_retry(self, operation_name: str, operation_func):
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| 100 |
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"""Execute an operation with retry logic and proper error handling
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| 101 |
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| 102 |
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Args:
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| 103 |
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operation_name: Name of the operation for logging
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| 104 |
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operation_func: Async function to execute
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| 105 |
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| 106 |
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Returns:
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| 107 |
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Result of the operation
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| 108 |
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| 109 |
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Raises:
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| 110 |
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MCPConnectionError: If connection fails after all retries
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| 111 |
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MCPTimeoutError: If operation times out
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| 112 |
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"""
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| 113 |
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last_exception = None
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| 114 |
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| 115 |
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for attempt in range(self.max_retries):
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try:
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| 117 |
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logger.debug(f"Attempting {operation_name} (attempt {attempt + 1}/{self.max_retries})")
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| 118 |
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| 119 |
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# Execute with timeout
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| 120 |
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result = await asyncio.wait_for(operation_func(), timeout=self.timeout)
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| 121 |
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logger.debug(f"{operation_name} completed successfully")
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| 122 |
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return result
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| 123 |
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| 124 |
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except asyncio.TimeoutError as e:
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last_exception = MCPTimeoutError(f"{operation_name} timed out after {self.timeout} seconds")
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| 126 |
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logger.warning(f"{operation_name} timed out on attempt {attempt + 1}")
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| 127 |
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| 128 |
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except Exception as e:
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| 129 |
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last_exception = e
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| 130 |
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logger.warning(f"{operation_name} failed on attempt {attempt + 1}: {str(e)}")
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| 131 |
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| 132 |
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# Don't retry on certain types of errors
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| 133 |
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if isinstance(e, (ValueError, TypeError)):
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| 134 |
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break
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| 135 |
+
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| 136 |
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# Wait before retry (exponential backoff)
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| 137 |
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if attempt < self.max_retries - 1:
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| 138 |
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wait_time = 2 ** attempt
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| 139 |
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logger.debug(f"Waiting {wait_time} seconds before retry")
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| 140 |
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await asyncio.sleep(wait_time)
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| 141 |
+
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# All retries failed
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| 143 |
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if isinstance(last_exception, MCPTimeoutError):
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| 144 |
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raise last_exception
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| 145 |
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else:
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| 146 |
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raise MCPConnectionError(f"{operation_name} failed after {self.max_retries} attempts: {str(last_exception)}")
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| 147 |
+
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| 148 |
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async def _safe_sse_operation(self, operation_func):
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| 149 |
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"""Safely execute an SSE operation with proper task cleanup
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| 150 |
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| 151 |
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Args:
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| 152 |
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operation_func: Function that takes (streams, session) as arguments
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Returns:
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| 155 |
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Result of the operation
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| 156 |
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"""
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streams = None
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session = None
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| 159 |
+
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| 160 |
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try:
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# Create SSE client with proper error handling
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| 162 |
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streams = sse_client(self.endpoint)
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| 163 |
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async with streams as stream_context:
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| 164 |
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# Create session with proper cleanup
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| 165 |
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session = ClientSession(*stream_context)
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| 166 |
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async with session as session_context:
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| 167 |
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await session_context.initialize()
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| 168 |
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return await operation_func(session_context)
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| 169 |
+
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| 170 |
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except Exception as e:
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| 171 |
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logger.error(f"SSE operation failed: {str(e)}")
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| 172 |
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# Ensure proper cleanup of any remaining tasks
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| 173 |
+
if session:
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| 174 |
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try:
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| 175 |
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# Cancel any pending tasks in the session
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| 176 |
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tasks = [task for task in asyncio.all_tasks() if not task.done()]
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| 177 |
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if tasks:
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| 178 |
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logger.debug(f"Cancelling {len(tasks)} pending tasks")
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| 179 |
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for task in tasks:
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| 180 |
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task.cancel()
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| 181 |
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# Wait for tasks to be cancelled
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| 182 |
+
await asyncio.gather(*tasks, return_exceptions=True)
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| 183 |
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except Exception as cleanup_error:
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| 184 |
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logger.warning(f"Error during task cleanup: {cleanup_error}")
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| 185 |
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raise
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| 186 |
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| 187 |
+
async def list_tools(self) -> List[ToolDef]:
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| 188 |
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"""List available tools from the MCP endpoint
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| 189 |
+
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| 190 |
+
Returns:
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| 191 |
+
List of ToolDef objects describing available tools
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| 192 |
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| 193 |
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Raises:
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| 194 |
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MCPConnectionError: If connection fails
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| 195 |
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MCPTimeoutError: If operation times out
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| 196 |
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"""
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| 197 |
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async def _list_tools_operation():
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| 198 |
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async def _operation(session):
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| 199 |
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tools_result = await session.list_tools()
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| 200 |
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tools = []
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| 201 |
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| 202 |
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for tool in tools_result.tools:
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| 203 |
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parameters = []
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| 204 |
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required_params = tool.inputSchema.get("required", [])
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| 205 |
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for param_name, param_schema in tool.inputSchema.get("properties", {}).items():
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| 206 |
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parameters.append(
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ToolParameter(
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| 208 |
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name=param_name,
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| 209 |
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parameter_type=param_schema.get("type", "string"),
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| 210 |
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description=param_schema.get("description", ""),
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| 211 |
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required=param_name in required_params,
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| 212 |
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default=param_schema.get("default"),
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)
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)
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| 215 |
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tools.append(
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| 216 |
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ToolDef(
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| 217 |
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name=tool.name,
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| 218 |
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description=tool.description,
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| 219 |
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parameters=parameters,
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| 220 |
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metadata={"endpoint": self.endpoint},
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| 221 |
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identifier=tool.name # Using name as identifier
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| 222 |
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)
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| 223 |
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)
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| 224 |
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return tools
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| 225 |
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| 226 |
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return await self._safe_sse_operation(_operation)
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| 227 |
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| 228 |
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return await self._execute_with_retry("list_tools", _list_tools_operation)
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| 230 |
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client = MCPClientWrapper('https://agents-mcp-hackathon-rss-mcp-server.hf.space/gradio_api/mcp/sse')
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# def gradio_interface():
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with gr.Blocks(title="MCP RSS client") as demo:
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| 234 |
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gr.Markdown("# MCP RSS reader")
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gr.Markdown("Connect to your MCP RSS server")
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connect_btn = gr.Button('Connect')
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| 238 |
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status = gr.Textbox(label='Connection Status', interactive=False)
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| 239 |
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connect_btn.click(client.list_tools, outputs=status)
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| 241 |
+
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| 242 |
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| 243 |
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if __name__ == "__main__":
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| 245 |
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demo.launch(debug=True)
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