diff --git a/docs/mcp/client.md b/docs/mcp/client.md index 104a2695e5..a2c9620765 100644 --- a/docs/mcp/client.md +++ b/docs/mcp/client.md @@ -352,7 +352,49 @@ agent = Agent('openai:gpt-5.2', toolsets=[server]) ## Tool metadata -MCP tools can include metadata that provides additional information about the tool's characteristics, which can be useful when [filtering tools][pydantic_ai.toolsets.FilteredToolset]. The `meta`, `annotations`, and `output_schema` fields can be found on the `metadata` dict on the [`ToolDefinition`][pydantic_ai.tools.ToolDefinition] object that's passed to filter functions. +MCP tools can include metadata that provides additional information about the tool's characteristics, which can be useful when [filtering tools][pydantic_ai.toolsets.FilteredToolset]. The `meta` and `annotations` fields can be found on the `metadata` dict on the [`ToolDefinition`][pydantic_ai.tools.ToolDefinition] object that's passed to filter functions, and the tool's output schema (if any) is available as the `return_schema` field. + +[`MCPToolset`][pydantic_ai.mcp.MCPToolset] additionally exposes a `task: bool` flag indicating whether the server declares support for [task-augmented execution](#background-tasks) on the tool. + +## Background tasks + +[`MCPToolset`][pydantic_ai.mcp.MCPToolset] supports MCP [task-augmented execution](https://modelcontextprotocol.io/specification/2025-11-25/basic/utilities/tasks) (SEP-1686). Servers can declare per-tool task support via `execution.taskSupport`, and `MCPToolset` routes calls accordingly: + +| `execution.taskSupport` | Behavior | +| --- | --- | +| `"required"` | Always calls with `task=True`. The server creates a task and the client awaits the final result via `tasks/result`. | +| `"optional"` | Always calls with `task=True` to opt in to durability, cancellation, and progress notifications. | +| `"forbidden"` or absent | Calls normally. | + +For [FastMCP](https://gofastmcp.com/) servers, declare task support per tool with `task=TaskConfig(mode=...)`: + +```python {title="background_task_server.py" dunder_name="not_main"} +from fastmcp import FastMCP +from fastmcp.server.tasks import TaskConfig + +mcp = FastMCP('long_running_server') + + +@mcp.tool(task=TaskConfig(mode='required')) +async def deep_research(topic: str) -> str: + import asyncio + await asyncio.sleep(0) + return f'Researched {topic}' + + +if __name__ == '__main__': + mcp.run(transport='streamable-http') +``` + +The client side needs no extra configuration — `MCPToolset` sends `task=True` automatically based on the server's declaration: + +```python {title="background_task_client.py"} +from pydantic_ai import Agent +from pydantic_ai.mcp import MCPToolset + +toolset = MCPToolset('http://localhost:8000/mcp') +agent = Agent('openai:gpt-5.2', toolsets=[toolset]) +``` ## Resources diff --git a/pydantic_ai_slim/pydantic_ai/mcp.py b/pydantic_ai_slim/pydantic_ai/mcp.py index d99db1bd32..6d4d423135 100644 --- a/pydantic_ai_slim/pydantic_ai/mcp.py +++ b/pydantic_ai_slim/pydantic_ai/mcp.py @@ -53,6 +53,7 @@ from fastmcp.client.progress import ProgressHandler from fastmcp.client.roots import RootsHandler, RootsList from fastmcp.client.sampling import SamplingHandler + from fastmcp.client.tasks import ToolTask from fastmcp.client.transports import ( ClientTransport, SSETransport, @@ -2083,8 +2084,10 @@ async def list_tools(self) -> list[mcp_types.Tool]: async def get_tools(self, ctx: RunContext[AgentDepsT]) -> dict[str, ToolsetTool[AgentDepsT]]: max_retries = self.max_retries if self.max_retries is not None else ctx.max_retries - return { - mcp_tool.name: ToolsetTool[AgentDepsT]( + tools: dict[str, ToolsetTool[AgentDepsT]] = {} + for mcp_tool in await self.list_tools(): + task_support = mcp_tool.execution.taskSupport if mcp_tool.execution else None + tools[mcp_tool.name] = ToolsetTool[AgentDepsT]( toolset=self, tool_def=ToolDefinition( name=mcp_tool.name, @@ -2093,6 +2096,7 @@ async def get_tools(self, ctx: RunContext[AgentDepsT]) -> dict[str, ToolsetTool[ metadata={ 'meta': mcp_tool.meta, 'annotations': mcp_tool.annotations.model_dump() if mcp_tool.annotations else None, + 'task': task_support in ('required', 'optional'), }, return_schema=mcp_tool.outputSchema or None, include_return_schema=self.include_return_schema, @@ -2100,8 +2104,7 @@ async def get_tools(self, ctx: RunContext[AgentDepsT]) -> dict[str, ToolsetTool[ max_retries=max_retries, args_validator=TOOL_SCHEMA_VALIDATOR, ) - for mcp_tool in await self.list_tools() - } + return tools def tool_for_tool_def(self, tool_def: ToolDefinition) -> ToolsetTool[AgentDepsT]: return ToolsetTool[AgentDepsT]( @@ -2117,6 +2120,7 @@ async def direct_call_tool( args: dict[str, Any], *, metadata: dict[str, Any] | None = None, + use_task: bool = False, ) -> Any: """Call a tool on the server directly. @@ -2124,6 +2128,10 @@ async def direct_call_tool( name: The name of the tool to call. args: The arguments to pass to the tool. metadata: Optional request-level `_meta` payload sent alongside the call. + use_task: When `True`, send the call with `task=True` per MCP + [SEP-1686](https://modelcontextprotocol.io/specification/2025-11-25/basic/utilities/tasks) so + the server wraps execution in a durable, cancelable, pollable task; the result is awaited via + `tasks/result`. Only valid for tools whose `execution.taskSupport` is `'required'` or `'optional'`. Raises: ModelRetry: If the tool errors and `tool_error_behavior='retry'` (the default). @@ -2131,7 +2139,13 @@ async def direct_call_tool( """ async with self: try: - result: CallToolResult = await self.client.call_tool(name=name, arguments=args, meta=metadata) + if use_task: + tool_task: ToolTask = await self.client.call_tool( + name=name, arguments=args, task=True, meta=metadata + ) + result: CallToolResult = await tool_task.result() + else: + result = await self.client.call_tool(name=name, arguments=args, meta=metadata) except ToolError as e: if self.tool_error_behavior == 'retry': raise exceptions.ModelRetry(message=str(e)) from e @@ -2158,9 +2172,14 @@ async def call_tool( ctx: RunContext[Any], tool: ToolsetTool[Any], ) -> Any: + # Server-side task-augmented execution per MCP SEP-1686 is governed entirely by the tool's + # `execution.taskSupport`: 'required'/'optional' → task path; 'forbidden' or absent → regular path. + use_task = bool((tool.tool_def.metadata or {}).get('task')) if self.process_tool_call is not None: - return await self.process_tool_call(ctx, self.direct_call_tool, name, tool_args) - return await self.direct_call_tool(name, tool_args) + return await self.process_tool_call( + ctx, functools.partial(self.direct_call_tool, use_task=use_task), name, tool_args + ) + return await self.direct_call_tool(name, tool_args, use_task=use_task) async def list_resources(self) -> list[Resource]: """Retrieve the resources currently exposed by the server. diff --git a/pydantic_ai_slim/pydantic_ai/tools.py b/pydantic_ai_slim/pydantic_ai/tools.py index dd6353a7a1..5bc63c14de 100644 --- a/pydantic_ai_slim/pydantic_ai/tools.py +++ b/pydantic_ai_slim/pydantic_ai/tools.py @@ -734,7 +734,7 @@ class ToolDefinition: metadata: dict[str, Any] | None = None """Tool metadata that can be set by the toolset this tool came from. It is not sent to the model, but can be used for filtering and tool behavior customization. - For MCP tools, this contains the `meta`, `annotations`, and `output_schema` fields from the tool definition. + For MCP tools, this contains the `meta` and `annotations` fields from the tool definition, as well as a `task` flag indicating whether the server declares support for task-augmented execution. """ timeout: float | None = None diff --git a/pyproject.toml b/pyproject.toml index cc1af7fb3e..0f9d1dfd03 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -101,6 +101,7 @@ dev = [ "coverage[toml]>=7.10.7", "dirty-equals>=0.9.0", "duckduckgo-search>=7.0.0", + "pydocket>=0.20.2", "exa-py>=2.0.0", "tavily-python>=0.5.0", "markdownify>=1.2", diff --git a/tests/test_mcp_toolset.py b/tests/test_mcp_toolset.py index 29141e7360..6ad658b27b 100644 --- a/tests/test_mcp_toolset.py +++ b/tests/test_mcp_toolset.py @@ -11,6 +11,7 @@ class is validated against the same surface area as the legacy `FastMCPToolset`. from __future__ import annotations +import asyncio import base64 import importlib import json @@ -27,6 +28,7 @@ class is validated against the same surface area as the legacy `FastMCPToolset`. from pydantic_ai._run_context import RunContext from pydantic_ai.exceptions import ModelRetry from pydantic_ai.models.test import TestModel +from pydantic_ai.tools import ToolDefinition from pydantic_ai.usage import RunUsage from .conftest import try_import @@ -39,6 +41,7 @@ class is validated against the same surface area as the legacy `FastMCPToolset`. ) from fastmcp.exceptions import ToolError from fastmcp.server import FastMCP + from fastmcp.server.tasks import TaskConfig from mcp import types as mcp_types from mcp.types import ( BlobResourceContents, @@ -570,8 +573,6 @@ async def test_label_falls_back_to_repr(self): assert 'MCPToolset' in toolset.label async def test_tool_for_tool_def_uses_default_retries_when_unset(self): - from pydantic_ai.tools import ToolDefinition - toolset = MCPToolset('https://example.com/mcp') tool = toolset.tool_for_tool_def( ToolDefinition(name='foo', description='', parameters_json_schema={'type': 'object'}) @@ -732,6 +733,104 @@ async def test_load_mcp_toolsets_http_entry(self): assert wrapped.client.transport.headers == {'X-Key': 'foo'} +class TestMCPToolsetBackgroundTasks: + """SEP-1686 task-augmented execution. `MCPToolset` reads each tool's server-declared + `execution.taskSupport` and routes the call accordingly: + `'required'` and `'optional'` go through `client.call_tool(task=True)` → `tool_task.result()`, + while `'forbidden'`/absent stay on the regular sync path.""" + + @pytest.fixture + async def task_server(self) -> FastMCP[None]: + server: FastMCP[None] = FastMCP('task_server') + + @server.tool(task=TaskConfig(mode='required')) + async def task_required_tool() -> str: + """A tool that requires task-augmented execution.""" + await asyncio.sleep(0) + return 'task_required_completed' + + @server.tool(task=TaskConfig(mode='optional')) + async def task_optional_tool() -> str: + """A tool that may run either as a task or synchronously.""" + await asyncio.sleep(0) + return 'task_optional_completed' + + @server.tool() + async def plain_tool() -> str: + """A tool with no task support — `execution` is `None`.""" + return 'plain_completed' + + return server + + async def test_get_tools_exposes_task_metadata( + self, task_server: FastMCP[None], run_context: RunContext[None] + ) -> None: + """`get_tools` exposes `task: bool` so downstream capabilities can target task-augmented tools.""" + toolset = MCPToolset(task_server) + async with toolset: + tools = await toolset.get_tools(run_context) + + assert (tools['task_required_tool'].tool_def.metadata or {}).get('task') is True + assert (tools['task_optional_tool'].tool_def.metadata or {}).get('task') is True + assert (tools['plain_tool'].tool_def.metadata or {}).get('task') is False + + async def test_required_tool_routes_through_task_path( + self, task_server: FastMCP[None], run_context: RunContext[None] + ) -> None: + """`mode='required'` succeeds — getting the real result proves `task=True` was sent (the server + would otherwise return `-32601: requires task-augmented execution`).""" + toolset = MCPToolset(task_server) + async with toolset: + tools = await toolset.get_tools(run_context) + result = await toolset.call_tool('task_required_tool', {}, run_context, tools['task_required_tool']) + assert result == 'task_required_completed' + + async def test_optional_tool_routes_through_task_path( + self, task_server: FastMCP[None], run_context: RunContext[None] + ) -> None: + """`mode='optional'` also goes through the task path by default — the SEP allows either, and the + task path delivers durability/cancellation/progress benefits with no functional downside.""" + toolset = MCPToolset(task_server) + async with toolset: + tools = await toolset.get_tools(run_context) + result = await toolset.call_tool('task_optional_tool', {}, run_context, tools['task_optional_tool']) + assert result == 'task_optional_completed' + + async def test_plain_tool_stays_on_sync_path( + self, task_server: FastMCP[None], run_context: RunContext[None] + ) -> None: + """A tool with no `execution.taskSupport` stays on the regular sync `tools/call`. Sending + `task=True` to such a server would violate the SEP.""" + toolset = MCPToolset(task_server) + async with toolset: + tools = await toolset.get_tools(run_context) + result = await toolset.call_tool('plain_tool', {}, run_context, tools['plain_tool']) + assert result == 'plain_completed' + + async def test_direct_call_tool_with_use_task(self, task_server: FastMCP[None]) -> None: + """`direct_call_tool(..., use_task=True)` is the low-level escape hatch for users calling without + a `ToolDefinition` — `mode='required'` works directly.""" + toolset = MCPToolset(task_server) + async with toolset: + result = await toolset.direct_call_tool('task_required_tool', {}, use_task=True) + assert result == 'task_required_completed' + + async def test_process_tool_call_receives_use_task_partial( + self, task_server: FastMCP[None], run_context: RunContext[None] + ) -> None: + """`process_tool_call` gets a `CallToolFunc` that already has `use_task` baked in via `partial`, + so a custom wrapper doesn't need to know about the task path to preserve it.""" + + async def passthrough(ctx: RunContext[Any], call_tool: Any, name: str, args: dict[str, Any]) -> Any: + return await call_tool(name, args) + + toolset = MCPToolset(task_server, process_tool_call=passthrough) + async with toolset: + tools = await toolset.get_tools(run_context) + result = await toolset.call_tool('task_required_tool', {}, run_context, tools['task_required_tool']) + assert result == 'task_required_completed' + + def test_construction_does_not_emit_warnings(recwarn: Any) -> None: """Building an `MCPToolset` from a URL must not emit `FastMCPDeprecationWarning` for the `sse_read_timeout` parameter — the StreamableHttp path migrated off it (the FastMCP `Client` diff --git a/uv.lock b/uv.lock index 67f23b5e7f..72777f97c1 100644 --- a/uv.lock +++ b/uv.lock @@ -913,6 +913,22 @@ wheels = [ { url = 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