167 lines
4.7 KiB
Python
167 lines
4.7 KiB
Python
# SPDX-License-Identifier: Apache-2.0
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# Adapted from vllm-mlx (https://github.com/vllm-project/vllm-mlx).
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"""
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Type definitions for MCP client support.
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"""
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from dataclasses import dataclass, field
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from enum import Enum
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from typing import Any, Dict, List, Literal, Optional
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class MCPTransport(str, Enum):
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"""Supported MCP transport types."""
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STDIO = "stdio"
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SSE = "sse"
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STREAMABLE_HTTP = "streamable-http"
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class MCPServerState(str, Enum):
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"""MCP server connection states."""
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DISCONNECTED = "disconnected"
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CONNECTING = "connecting"
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CONNECTED = "connected"
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ERROR = "error"
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@dataclass
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class MCPServerConfig:
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"""Configuration for a single MCP server."""
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name: str
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transport: MCPTransport = MCPTransport.STDIO
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# For stdio transport
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command: Optional[str] = None
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args: Optional[List[str]] = None
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env: Optional[Dict[str, str]] = None
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# For SSE transport
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url: Optional[str] = None
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# For streamable-http transport
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headers: Optional[Dict[str, str]] = None
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# Common options
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enabled: bool = True
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timeout: float = 30.0
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# Working directory for the spawned stdio MCP subprocess, passed through
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# to the MCP SDK's StdioServerParameters. Common in configs ported from
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# other MCP hosts (Claude Desktop, LM Studio, etc.); see issue #1111.
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# Appended after the existing fields so their positional order is stable.
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cwd: Optional[str] = None
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def __post_init__(self):
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"""Validate configuration."""
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if isinstance(self.transport, str):
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self.transport = MCPTransport(self.transport)
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if self.transport == MCPTransport.STDIO:
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if not self.command:
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raise ValueError(f"MCP server '{self.name}': stdio transport requires 'command'")
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elif self.transport == MCPTransport.SSE:
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if not self.url:
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raise ValueError(f"MCP server '{self.name}': sse transport requires 'url'")
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elif self.transport == MCPTransport.STREAMABLE_HTTP:
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if not self.url:
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raise ValueError(f"MCP server '{self.name}': streamable-http transport requires 'url'")
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@dataclass
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class MCPConfig:
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"""Root configuration for MCP client."""
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servers: Dict[str, MCPServerConfig] = field(default_factory=dict)
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max_tool_calls: int = 10
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default_timeout: float = 30.0
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@classmethod
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def from_dict(cls, data: Dict[str, Any]) -> "MCPConfig":
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"""Create config from dictionary."""
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servers = {}
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for name, server_data in data.get("servers", {}).items():
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server_data["name"] = name
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servers[name] = MCPServerConfig(**server_data)
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return cls(
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servers=servers,
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max_tool_calls=data.get("max_tool_calls", 10),
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default_timeout=data.get("default_timeout", 30.0),
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)
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@dataclass
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class MCPTool:
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"""Normalized tool representation from MCP server."""
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server_name: str
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name: str
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description: str
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input_schema: Dict[str, Any] = field(default_factory=dict)
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@property
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def full_name(self) -> str:
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"""Get namespaced tool name (server__tool)."""
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return f"{self.server_name}__{self.name}"
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def to_openai_format(self) -> Dict[str, Any]:
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"""Convert to OpenAI function calling format."""
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return {
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"type": "function",
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"function": {
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"name": self.full_name,
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"description": self.description,
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"parameters": self.input_schema,
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}
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}
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@dataclass
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class MCPToolResult:
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"""Result from a tool execution."""
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tool_name: str
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content: Any
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is_error: bool = False
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error_message: Optional[str] = None
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def to_message(self, tool_call_id: str) -> Dict[str, Any]:
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"""Convert to OpenAI tool result message format."""
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if self.is_error:
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content = f"Error: {self.error_message}"
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elif isinstance(self.content, str):
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content = self.content
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else:
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import json
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content = json.dumps(self.content)
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return {
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"role": "tool",
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"tool_call_id": tool_call_id,
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"content": content,
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}
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@dataclass
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class MCPServerStatus:
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"""Status of an MCP server connection."""
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name: str
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state: MCPServerState
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transport: MCPTransport
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tools_count: int = 0
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error: Optional[str] = None
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last_connected: Optional[float] = None
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def to_dict(self) -> Dict[str, Any]:
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"""Convert to dictionary for API response."""
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return {
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"name": self.name,
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"state": self.state.value,
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"transport": self.transport.value,
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"tools_count": self.tools_count,
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"error": self.error,
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"last_connected": self.last_connected,
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}
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