mirror of
https://github.com/crewAIInc/crewAI.git
synced 2026-01-21 05:48:14 +00:00
Support to filter available MCP Tools (#345)
* feat: support to complex filter on ToolCollection * refactor: use proper tool collection methot to filter tool in CrewAiEnterpriseTools * feat: allow to filter available MCP tools
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@@ -46,10 +46,18 @@ class MCPServerAdapter:
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with MCPServerAdapter({"url": "http://localhost:8000/sse"}) as tools:
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# tools is now available
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# context manager with filtered tools
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with MCPServerAdapter(..., "tool1", "tool2") as filtered_tools:
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# only tool1 and tool2 are available
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# manually stop mcp server
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try:
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mcp_server = MCPServerAdapter(...)
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tools = mcp_server.tools
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tools = mcp_server.tools # all tools
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# or with filtered tools
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mcp_server = MCPServerAdapter(..., "tool1", "tool2")
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filtered_tools = mcp_server.tools # only tool1 and tool2
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...
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finally:
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mcp_server.stop()
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@@ -61,18 +69,22 @@ class MCPServerAdapter:
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def __init__(
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self,
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serverparams: StdioServerParameters | dict[str, Any],
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*tool_names: str,
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):
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"""Initialize the MCP Server
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Args:
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serverparams: The parameters for the MCP server it supports either a
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`StdioServerParameters` or a `dict` respectively for STDIO and SSE.
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*tool_names: Optional names of tools to filter. If provided, only tools with
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matching names will be available.
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"""
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super().__init__()
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self._adapter = None
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self._tools = None
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self._tool_names = list(tool_names) if tool_names else None
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if not MCP_AVAILABLE:
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import click
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@@ -127,7 +139,11 @@ class MCPServerAdapter:
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raise ValueError(
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"MCP server not started, run `mcp_server.start()` first before accessing `tools`"
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)
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return ToolCollection(self._tools)
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tools_collection = ToolCollection(self._tools)
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if self._tool_names:
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return tools_collection.filter_by_names(self._tool_names)
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return tools_collection
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def __enter__(self):
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"""
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@@ -1,4 +1,4 @@
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from typing import List, Optional, Union, TypeVar, Generic, Dict
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from typing import List, Optional, Union, TypeVar, Generic, Dict, Callable
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from crewai.tools import BaseTool
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T = TypeVar('T', bound=BaseTool)
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@@ -24,16 +24,16 @@ class ToolCollection(list, Generic[T]):
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self._build_name_cache()
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def _build_name_cache(self) -> None:
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self._name_cache = {tool.name: tool for tool in self}
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self._name_cache = {tool.name.lower(): tool for tool in self}
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def __getitem__(self, key: Union[int, str]) -> T:
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if isinstance(key, str):
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return self._name_cache[key]
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return self._name_cache[key.lower()]
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return super().__getitem__(key)
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def append(self, tool: T) -> None:
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super().append(tool)
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self._name_cache[tool.name] = tool
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self._name_cache[tool.name.lower()] = tool
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def extend(self, tools: List[T]) -> None:
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super().extend(tools)
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@@ -41,19 +41,34 @@ class ToolCollection(list, Generic[T]):
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def insert(self, index: int, tool: T) -> None:
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super().insert(index, tool)
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self._name_cache[tool.name] = tool
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self._name_cache[tool.name.lower()] = tool
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def remove(self, tool: T) -> None:
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super().remove(tool)
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if tool.name in self._name_cache:
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del self._name_cache[tool.name]
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if tool.name.lower() in self._name_cache:
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del self._name_cache[tool.name.lower()]
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def pop(self, index: int = -1) -> T:
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tool = super().pop(index)
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if tool.name in self._name_cache:
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del self._name_cache[tool.name]
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if tool.name.lower() in self._name_cache:
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del self._name_cache[tool.name.lower()]
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return tool
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def filter_by_names(self, names: Optional[List[str]] = None) -> "ToolCollection[T]":
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if names is None:
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return self
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return ToolCollection(
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[
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tool
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for name in names
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if (tool := self._name_cache.get(name.lower())) is not None
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]
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)
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def filter_where(self, func: Callable[[T], bool]) -> "ToolCollection[T]":
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return ToolCollection([tool for tool in self if func(tool)])
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def clear(self) -> None:
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super().clear()
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self._name_cache.clear()
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self._name_cache.clear()
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@@ -49,9 +49,5 @@ def CrewaiEnterpriseTools(
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adapter = EnterpriseActionKitToolAdapter(**adapter_kwargs)
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all_tools = adapter.tools()
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if actions_list is None:
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return ToolCollection(all_tools)
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# Filter tools based on the provided list
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filtered_tools = [tool for tool in all_tools if tool.name.lower() in [action.lower() for action in actions_list]]
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return ToolCollection(filtered_tools)
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return ToolCollection(all_tools).filter_by_names(actions_list)
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