Spaces:
Running
Running
Jeremiah Lowin commited on
Commit ·
e97c2b8
1
Parent(s): ba3b96f
Merge main
Browse files
src/fastmcp/server/{middleware/middleware.py → middleware.py}
RENAMED
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@@ -17,6 +17,11 @@ from typing import (
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import mcp.types as mt
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if TYPE_CHECKING:
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from fastmcp.server.context import Context
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@@ -47,6 +52,32 @@ ServerResultT = TypeVar(
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)
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@runtime_checkable
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class ServerResultProtocol(Protocol[ServerResultT]):
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root: ServerResultT
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@@ -95,29 +126,29 @@ class MCPMiddleware:
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) -> Any:
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"""Main entry point that orchestrates the pipeline."""
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handler_chain = await self._dispatch_handler(
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context
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call_next=call_next,
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)
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return await handler_chain(context)
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async def _dispatch_handler(
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self,
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) -> CallNext[Any, Any]:
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"""Builds a chain of handlers for a given message."""
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handler = call_next
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match
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case
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handler = partial(self.on_call_tool, call_next=handler)
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case
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handler = partial(self.on_read_resource, call_next=handler)
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case
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handler = partial(self.on_get_prompt, call_next=handler)
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match
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case
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handler = partial(self.on_request, call_next=handler)
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case
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handler = partial(self.on_notification, call_next=handler)
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handler = partial(self.on_message, call_next=handler)
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@@ -147,28 +178,28 @@ class MCPMiddleware:
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async def on_call_tool(
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self,
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context: MiddlewareContext[mt.
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call_next: CallNext[mt.
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) -> mt.CallToolResult:
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return await call_next(context)
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async def on_read_resource(
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self,
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context: MiddlewareContext[mt.
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call_next: CallNext[mt.
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) -> mt.ReadResourceResult:
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return await call_next(context)
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async def on_get_prompt(
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self,
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context: MiddlewareContext[mt.
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call_next: CallNext[mt.
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) -> mt.GetPromptResult:
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return await call_next(context)
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async def on_list_tools(
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self,
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context: MiddlewareContext[mt.ListToolsRequest],
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call_next: CallNext[mt.ListToolsRequest,
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) ->
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return await call_next(context)
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import mcp.types as mt
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from fastmcp.prompts.prompt import Prompt
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from fastmcp.resources.resource import Resource
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from fastmcp.resources.template import ResourceTemplate
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from fastmcp.tools.tool import Tool
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if TYPE_CHECKING:
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from fastmcp.server.context import Context
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)
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@dataclass(kw_only=True)
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class CallToolResult:
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content: list[mt.Content]
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isError: bool = False
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@dataclass(kw_only=True)
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class ListToolsResult:
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tools: dict[str, Tool]
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@dataclass(kw_only=True)
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class ListResourcesResult:
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resources: list[Resource]
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@dataclass(kw_only=True)
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class ListResourceTemplatesResult:
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resource_templates: list[ResourceTemplate]
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@dataclass(kw_only=True)
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class ListPromptsResult:
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prompts: list[Prompt]
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@runtime_checkable
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class ServerResultProtocol(Protocol[ServerResultT]):
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root: ServerResultT
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) -> Any:
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"""Main entry point that orchestrates the pipeline."""
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handler_chain = await self._dispatch_handler(
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context,
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call_next=call_next,
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)
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return await handler_chain(context)
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async def _dispatch_handler(
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self, context: MiddlewareContext[Any], call_next: CallNext[Any, Any]
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) -> CallNext[Any, Any]:
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"""Builds a chain of handlers for a given message."""
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handler = call_next
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match context.method:
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case "tools/call":
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handler = partial(self.on_call_tool, call_next=handler)
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case "resources/read":
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handler = partial(self.on_read_resource, call_next=handler)
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case "prompts/get":
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handler = partial(self.on_get_prompt, call_next=handler)
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match context.type:
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case "request":
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handler = partial(self.on_request, call_next=handler)
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case "notification":
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handler = partial(self.on_notification, call_next=handler)
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handler = partial(self.on_message, call_next=handler)
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async def on_call_tool(
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self,
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context: MiddlewareContext[mt.CallToolRequestParams],
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call_next: CallNext[mt.CallToolRequestParams, mt.CallToolResult],
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) -> mt.CallToolResult:
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return await call_next(context)
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async def on_read_resource(
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self,
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context: MiddlewareContext[mt.ReadResourceRequestParams],
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call_next: CallNext[mt.ReadResourceRequestParams, mt.ReadResourceResult],
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) -> mt.ReadResourceResult:
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return await call_next(context)
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async def on_get_prompt(
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self,
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context: MiddlewareContext[mt.GetPromptRequestParams],
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call_next: CallNext[mt.GetPromptRequestParams, mt.GetPromptResult],
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) -> mt.GetPromptResult:
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return await call_next(context)
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async def on_list_tools(
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self,
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context: MiddlewareContext[mt.ListToolsRequest],
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call_next: CallNext[mt.ListToolsRequest, ListToolsResult],
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) -> ListToolsResult:
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return await call_next(context)
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src/fastmcp/server/middleware/__init__.py
DELETED
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File without changes
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src/fastmcp/server/server.py
CHANGED
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@@ -42,6 +42,7 @@ from starlette.routing import BaseRoute, Route
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import fastmcp
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import fastmcp.server
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from fastmcp.exceptions import DisabledError, NotFoundError
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from fastmcp.prompts import Prompt, PromptManager
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from fastmcp.prompts.prompt import FunctionPrompt
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@@ -54,7 +55,7 @@ from fastmcp.server.http import (
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create_sse_app,
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create_streamable_http_app,
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)
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-
from fastmcp.server.middleware
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from fastmcp.settings import Settings
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from fastmcp.tools import ToolManager
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from fastmcp.tools.tool import FunctionTool, Tool
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async def get_tools(self) -> dict[str, Tool]:
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"""Get all registered tools, indexed by registered key."""
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-
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tools: dict[str, Tool] = {}
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-
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# iterate such that new mounts overwrite older ones
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for mounted_server in self._mounted_servers:
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try:
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server_tools = await mounted_server.server.get_tools()
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# Apply prefix to each tool key if prefix exists and is not empty
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if mounted_server.prefix:
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for tool in server_tools.values():
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tool = tool.with_key(f"{mounted_server.prefix}_{tool.key}")
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tools[tool.key] = tool
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else:
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tools.update(server_tools)
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except Exception as e:
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logger.warning(
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f"Failed to get tools from mounted server '{mounted_server.prefix}': {e}"
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)
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continue
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tools.update(self._tool_manager.get_tools())
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self._cache.set("tools", tools)
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return tools
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async def get_tool(self, key: str) -> Tool:
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tools = await self.get_tools()
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return decorator
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async def _mcp_list_tools(self) -> list[MCPTool]:
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"""
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List all available tools, in the format expected by the low-level MCP
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server.
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"""
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logger.debug("List tools")
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async def
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context: MiddlewareContext[
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) -> list[MCPTool]:
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-
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tools = await self.get_tools()
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mcp_tools: list[MCPTool] = []
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for key, tool in tools.items():
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with fastmcp.server.context.Context(fastmcp=self) as fastmcp_ctx:
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# Create the middleware context.
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mw_context = MiddlewareContext(
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message=
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source="client",
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type="request",
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method="tools/list",
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)
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# Apply the middleware chain.
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return await self._apply_middleware(mw_context,
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async def _mcp_list_resources(self) -> list[MCPResource]:
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"""
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server.
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"""
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logger.debug("
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async def _final_handler(
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context: MiddlewareContext[dict[str, Any]],
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) -> list[MCPResource]:
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# Call the business logic method
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resources = await self.get_resources()
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mcp_resources: list[MCPResource] = []
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for key, resource in resources.items():
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MCP server.
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"""
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logger.debug("
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async def _final_handler(
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context: MiddlewareContext[dict[str, Any]],
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) -> list[MCPResourceTemplate]:
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# Call the business logic method
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templates = await self.get_resource_templates()
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mcp_templates: list[MCPResourceTemplate] = []
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for key, template in templates.items():
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server.
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"""
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logger.debug("
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async def _final_handler(
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context: MiddlewareContext[dict[str, Any]],
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) -> list[MCPPrompt]:
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# Call the business logic method
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prompts = await self.get_prompts()
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mcp_prompts: list[MCPPrompt] = []
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for key, prompt in prompts.items():
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Returns:
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List of MCP Content objects containing the tool results
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"""
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logger.debug("
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with fastmcp.server.context.Context(fastmcp=self):
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try:
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"""
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async def _handler(
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context: MiddlewareContext[mcp.types.
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) -> list[MCPContent]:
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return await self._call_tool(
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key=context.message.
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arguments=context.message.
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)
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mw_context = MiddlewareContext(
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message=mcp.types.
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method="tools/call",
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params=mcp.types.CallToolRequestParams(name=key, arguments=arguments),
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),
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source="client",
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type="request",
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method="tools/call",
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Delegates to _read_resource, which should be overridden by FastMCP subclasses.
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"""
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logger.debug("
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with fastmcp.server.context.Context(fastmcp=self):
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try:
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"""
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async def _handler(
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context: MiddlewareContext[mcp.types.
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) -> list[ReadResourceContents]:
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return await self._read_resource(
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uri=context.message.
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)
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# Convert string URI to AnyUrl if needed
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uri_param = uri
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mw_context = MiddlewareContext(
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message=mcp.types.
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method="resources/read",
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params=mcp.types.ReadResourceRequestParams(uri=uri_param),
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),
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source="client",
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type="request",
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method="resources/read",
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@@ -857,7 +867,7 @@ class FastMCP(Generic[LifespanResultT]):
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Delegates to _get_prompt, which should be overridden by FastMCP subclasses.
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"""
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logger.debug("
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with fastmcp.server.context.Context(fastmcp=self):
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try:
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"""
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async def _handler(
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context: MiddlewareContext[mcp.types.
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) -> GetPromptResult:
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return await self._get_prompt(
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name=context.message.
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-
arguments=context.message.
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)
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mw_context = MiddlewareContext(
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message=mcp.types.
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method="prompts/get",
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params=mcp.types.GetPromptRequestParams(name=name, arguments=arguments),
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),
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source="client",
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type="request",
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method="prompts/get",
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import fastmcp
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import fastmcp.server
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import fastmcp.server.middleware
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from fastmcp.exceptions import DisabledError, NotFoundError
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from fastmcp.prompts import Prompt, PromptManager
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from fastmcp.prompts.prompt import FunctionPrompt
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create_sse_app,
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create_streamable_http_app,
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)
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+
from fastmcp.server.middleware import MCPMiddleware, MiddlewareContext
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from fastmcp.settings import Settings
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from fastmcp.tools import ToolManager
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from fastmcp.tools.tool import FunctionTool, Tool
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async def get_tools(self) -> dict[str, Tool]:
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"""Get all registered tools, indexed by registered key."""
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return await self._list_tools(apply_middleware=False)
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|
| 345 |
|
| 346 |
async def get_tool(self, key: str) -> Tool:
|
| 347 |
tools = await self.get_tools()
|
|
|
|
| 509 |
return decorator
|
| 510 |
|
| 511 |
async def _mcp_list_tools(self) -> list[MCPTool]:
|
| 512 |
+
logger.debug("Handler called: list_tools")
|
| 513 |
+
|
| 514 |
+
with fastmcp.server.context.Context(fastmcp=self):
|
| 515 |
+
tools = await self._middleware_list_tools()
|
| 516 |
+
return [tool.to_mcp_tool(name=tool.name) for tool in tools]
|
| 517 |
+
|
| 518 |
+
async def _middleware_list_tools(self) -> dict[str, Tool]:
|
| 519 |
"""
|
| 520 |
List all available tools, in the format expected by the low-level MCP
|
| 521 |
server.
|
| 522 |
|
| 523 |
"""
|
|
|
|
| 524 |
|
| 525 |
+
async def _handler(
|
| 526 |
+
context: MiddlewareContext[mcp.types.ListToolsRequest],
|
| 527 |
) -> list[MCPTool]:
|
| 528 |
+
tools = await self._list_tools()
|
|
|
|
| 529 |
|
| 530 |
mcp_tools: list[MCPTool] = []
|
| 531 |
for key, tool in tools.items():
|
|
|
|
| 537 |
with fastmcp.server.context.Context(fastmcp=self) as fastmcp_ctx:
|
| 538 |
# Create the middleware context.
|
| 539 |
mw_context = MiddlewareContext(
|
| 540 |
+
message=mcp.types.ListToolsRequest(method="tools/list"),
|
| 541 |
source="client",
|
| 542 |
type="request",
|
| 543 |
method="tools/list",
|
|
|
|
| 545 |
)
|
| 546 |
|
| 547 |
# Apply the middleware chain.
|
| 548 |
+
return await self._apply_middleware(mw_context, _handler)
|
| 549 |
+
|
| 550 |
+
async def _list_tools(self, apply_middleware: bool = True) -> dict[str, Tool]:
|
| 551 |
+
"""
|
| 552 |
+
List all available tools.
|
| 553 |
+
"""
|
| 554 |
+
|
| 555 |
+
if (tools := self._cache.get("tools")) is self._cache.NOT_FOUND:
|
| 556 |
+
tools: dict[str, Tool] = {}
|
| 557 |
+
|
| 558 |
+
# iterate such that new mounts overwrite older ones
|
| 559 |
+
for mounted_server in self._mounted_servers:
|
| 560 |
+
try:
|
| 561 |
+
if apply_middleware:
|
| 562 |
+
server_tools = (
|
| 563 |
+
await mounted_server.server._middleware_list_tools()
|
| 564 |
+
)
|
| 565 |
+
else:
|
| 566 |
+
server_tools = await mounted_server.server._list_tools()
|
| 567 |
+
# Apply prefix to each tool key if prefix exists and is not empty
|
| 568 |
+
if mounted_server.prefix:
|
| 569 |
+
for tool in server_tools.values():
|
| 570 |
+
tool = tool.with_key(f"{mounted_server.prefix}_{tool.key}")
|
| 571 |
+
tools[tool.key] = tool
|
| 572 |
+
else:
|
| 573 |
+
tools.update(server_tools)
|
| 574 |
+
tools.update(server_tools)
|
| 575 |
+
except Exception as e:
|
| 576 |
+
logger.warning(
|
| 577 |
+
f"Failed to get tools from mounted server '{mounted_server.prefix}': {e}"
|
| 578 |
+
)
|
| 579 |
+
continue
|
| 580 |
+
tools.update(self._tool_manager.get_tools())
|
| 581 |
+
self._cache.set("tools", tools)
|
| 582 |
+
return tools
|
| 583 |
|
| 584 |
async def _mcp_list_resources(self) -> list[MCPResource]:
|
| 585 |
"""
|
|
|
|
| 587 |
server.
|
| 588 |
|
| 589 |
"""
|
| 590 |
+
logger.debug("Handler called: list_resources")
|
| 591 |
|
| 592 |
async def _final_handler(
|
| 593 |
context: MiddlewareContext[dict[str, Any]],
|
| 594 |
) -> list[MCPResource]:
|
|
|
|
| 595 |
resources = await self.get_resources()
|
| 596 |
mcp_resources: list[MCPResource] = []
|
| 597 |
for key, resource in resources.items():
|
|
|
|
| 618 |
MCP server.
|
| 619 |
|
| 620 |
"""
|
| 621 |
+
logger.debug("Handler called: list_resource_templates")
|
| 622 |
|
| 623 |
async def _final_handler(
|
| 624 |
context: MiddlewareContext[dict[str, Any]],
|
| 625 |
) -> list[MCPResourceTemplate]:
|
|
|
|
| 626 |
templates = await self.get_resource_templates()
|
| 627 |
mcp_templates: list[MCPResourceTemplate] = []
|
| 628 |
for key, template in templates.items():
|
|
|
|
| 649 |
server.
|
| 650 |
|
| 651 |
"""
|
| 652 |
+
logger.debug("Handler called: list_prompts")
|
| 653 |
|
| 654 |
async def _final_handler(
|
| 655 |
context: MiddlewareContext[dict[str, Any]],
|
| 656 |
) -> list[MCPPrompt]:
|
|
|
|
| 657 |
prompts = await self.get_prompts()
|
| 658 |
mcp_prompts: list[MCPPrompt] = []
|
| 659 |
for key, prompt in prompts.items():
|
|
|
|
| 689 |
Returns:
|
| 690 |
List of MCP Content objects containing the tool results
|
| 691 |
"""
|
| 692 |
+
logger.debug("Handler called: call_tool %s with %s", key, arguments)
|
| 693 |
|
| 694 |
with fastmcp.server.context.Context(fastmcp=self):
|
| 695 |
try:
|
|
|
|
| 709 |
"""
|
| 710 |
|
| 711 |
async def _handler(
|
| 712 |
+
context: MiddlewareContext[mcp.types.CallToolRequestParams],
|
| 713 |
) -> list[MCPContent]:
|
| 714 |
return await self._call_tool(
|
| 715 |
+
key=context.message.name,
|
| 716 |
+
arguments=context.message.arguments or {},
|
| 717 |
)
|
| 718 |
|
| 719 |
mw_context = MiddlewareContext(
|
| 720 |
+
message=mcp.types.CallToolRequestParams(name=key, arguments=arguments),
|
|
|
|
|
|
|
|
|
|
| 721 |
source="client",
|
| 722 |
type="request",
|
| 723 |
method="tools/call",
|
|
|
|
| 771 |
|
| 772 |
Delegates to _read_resource, which should be overridden by FastMCP subclasses.
|
| 773 |
"""
|
| 774 |
+
logger.debug("Handler called: read_resource %s", uri)
|
| 775 |
|
| 776 |
with fastmcp.server.context.Context(fastmcp=self):
|
| 777 |
try:
|
|
|
|
| 792 |
"""
|
| 793 |
|
| 794 |
async def _handler(
|
| 795 |
+
context: MiddlewareContext[mcp.types.ReadResourceRequestParams],
|
| 796 |
) -> list[ReadResourceContents]:
|
| 797 |
return await self._read_resource(
|
| 798 |
+
uri=context.message.uri,
|
| 799 |
)
|
| 800 |
|
| 801 |
# Convert string URI to AnyUrl if needed
|
|
|
|
| 807 |
uri_param = uri
|
| 808 |
|
| 809 |
mw_context = MiddlewareContext(
|
| 810 |
+
message=mcp.types.ReadResourceRequestParams(uri=uri_param),
|
|
|
|
|
|
|
|
|
|
| 811 |
source="client",
|
| 812 |
type="request",
|
| 813 |
method="resources/read",
|
|
|
|
| 867 |
|
| 868 |
Delegates to _get_prompt, which should be overridden by FastMCP subclasses.
|
| 869 |
"""
|
| 870 |
+
logger.debug("Handler called: get_prompt %s with %s", name, arguments)
|
| 871 |
|
| 872 |
with fastmcp.server.context.Context(fastmcp=self):
|
| 873 |
try:
|
|
|
|
| 889 |
"""
|
| 890 |
|
| 891 |
async def _handler(
|
| 892 |
+
context: MiddlewareContext[mcp.types.GetPromptRequestParams],
|
| 893 |
) -> GetPromptResult:
|
| 894 |
return await self._get_prompt(
|
| 895 |
+
name=context.message.name,
|
| 896 |
+
arguments=context.message.arguments,
|
| 897 |
)
|
| 898 |
|
| 899 |
mw_context = MiddlewareContext(
|
| 900 |
+
message=mcp.types.GetPromptRequestParams(name=name, arguments=arguments),
|
|
|
|
|
|
|
|
|
|
| 901 |
source="client",
|
| 902 |
type="request",
|
| 903 |
method="prompts/get",
|