feat: add official way to use MCP Tools within a CrewBase

Added a standard way to define and use MCP server tools inside a CrewBase class. This was necessary because existing methods don't work in this context due to lifecycle mismatches. MCP tools run asynchronously and start an event loop, which causes the instance state to become desynchronized from the crew. This change ensures proper integration by aligning the MCP server lifecycle with the CrewBase instance.
2026-10-19 16:35:10 +02:00 · 2025-06-24 15:48:08 -03:00
5 changed files with 344 additions and 29 deletions
@@ -6,11 +6,11 @@ icon: plug

 ## Overview

-The [Model Context Protocol](https://modelcontextprotocol.io/introduction) (MCP) provides a standardized way for AI agents to provide context to LLMs by communicating with external services, known as MCP Servers. 
-The `crewai-tools` library extends CrewAI's capabilities by allowing you to seamlessly integrate tools from these MCP servers into your agents. 
-This gives your crews access to a vast ecosystem of functionalities. 
+The [Model Context Protocol](https://modelcontextprotocol.io/introduction) (MCP) provides a standardized way for AI agents to provide context to LLMs by communicating with external services, known as MCP Servers.
+The `crewai-tools` library extends CrewAI's capabilities by allowing you to seamlessly integrate tools from these MCP servers into your agents.
+This gives your crews access to a vast ecosystem of functionalities.

-We currently support the following transport mechanisms: 
+We currently support the following transport mechanisms:

 - **Stdio**: for local servers (communication via standard input/output between processes on the same machine)
 - **Server-Sent Events (SSE)**: for remote servers (unidirectional, real-time data streaming from server to client over HTTP)
@@ -52,27 +52,27 @@ from mcp import StdioServerParameters # For Stdio Server
 # Example server_params (choose one based on your server type):
 # 1. Stdio Server:
 server_params=StdioServerParameters(
-    command="python3", 
+    command="python3",
    args=["servers/your_server.py"],
    env={"UV_PYTHON": "3.12", **os.environ},
 )

 # 2. SSE Server:
 server_params = {
-    "url": "http://localhost:8000/sse", 
+    "url": "http://localhost:8000/sse",
    "transport": "sse"
 }

 # 3. Streamable HTTP Server:
 server_params = {
-    "url": "http://localhost:8001/mcp", 
+    "url": "http://localhost:8001/mcp",
    "transport": "streamable-http"
 }

 # Example usage (uncomment and adapt once server_params is set):
 with MCPServerAdapter(server_params) as mcp_tools:
    print(f"Available tools: {[tool.name for tool in mcp_tools]}")
-    
+
    my_agent = Agent(
        role="MCP Tool User",
        goal="Utilize tools from an MCP server.",
@@ -101,44 +101,79 @@ with MCPServerAdapter(server_params) as mcp_tools:
    )
    # ... rest of your crew setup ...
 ```
+
+## Using with CrewBase
+
+To use MCPServer tools within a CrewBase class, use the `mcp_tools` method. Server configurations should be provided via the mcp_server_params attribute. You can pass either a single configuration or a list of multiple server configurations.
+
+```python
+@CrewBase
+class CrewWithMCP:
+  # ... define your agents and tasks config file ...
+
+  mcp_server_params = [
+    # Streamable HTTP Server
+    {
+        "url": "http://localhost:8001/mcp",
+        "transport": "streamable-http"
+    },
+    # SSE Server
+    {
+        "url": "http://localhost:8000/sse",
+        "transport": "sse"
+    },
+    # StdIO Server
+    StdioServerParameters(
+        command="python3",
+        args=["servers/your_stdio_server.py"],
+        env={"UV_PYTHON": "3.12", **os.environ},
+    )
+  ]
+
+  @agent
+  def your_agent(self):
+      return Agent(config=self.agents_config["your_agent"], tools=self.get_mcp_tools()) # you can filter which tool are available also
+
+    # ... rest of your crew setup ...
+```
 ## Explore MCP Integrations

 <CardGroup cols={2}>
-  <Card 
-    title="Stdio Transport" 
-    icon="server" 
+  <Card
+    title="Stdio Transport"
+    icon="server"
    href="/mcp/stdio"
    color="#3B82F6"
  >
    Connect to local MCP servers via standard input/output. Ideal for scripts and local executables.
  </Card>
-  <Card 
-    title="SSE Transport" 
-    icon="wifi" 
+  <Card
+    title="SSE Transport"
+    icon="wifi"
    href="/mcp/sse"
    color="#10B981"
  >
    Integrate with remote MCP servers using Server-Sent Events for real-time data streaming.
  </Card>
-  <Card 
-    title="Streamable HTTP Transport" 
-    icon="globe" 
+  <Card
+    title="Streamable HTTP Transport"
+    icon="globe"
    href="/mcp/streamable-http"
    color="#F59E0B"
  >
    Utilize flexible Streamable HTTP for robust communication with remote MCP servers.
  </Card>
-  <Card 
-    title="Connecting to Multiple Servers" 
-    icon="layer-group" 
+  <Card
+    title="Connecting to Multiple Servers"
+    icon="layer-group"
    href="/mcp/multiple-servers"
    color="#8B5CF6"
  >
    Aggregate tools from several MCP servers simultaneously using a single adapter.
  </Card>
-  <Card 
-    title="Security Considerations" 
-    icon="lock" 
+  <Card
+    title="Security Considerations"
+    icon="lock"
    href="/mcp/security"
    color="#EF4444"
  >
@@ -148,7 +183,7 @@ with MCPServerAdapter(server_params) as mcp_tools:

 Checkout this repository for full demos and examples of MCP integration with CrewAI! 👇

-<Card 
+<Card
 title="GitHub Repository"
 icon="github"
 href="https://github.com/tonykipkemboi/crewai-mcp-demo"
@@ -163,7 +198,7 @@ Always ensure that you trust an MCP Server before using it.
 </Warning>

 #### Security Warning: DNS Rebinding Attacks
-SSE transports can be vulnerable to DNS rebinding attacks if not properly secured. 
+SSE transports can be vulnerable to DNS rebinding attacks if not properly secured.
 To prevent this:

 1. **Always validate Origin headers** on incoming SSE connections to ensure they come from expected sources
@@ -175,6 +210,6 @@ Without these protections, attackers could use DNS rebinding to interact with lo
 For more details, see the [Anthropic's MCP Transport Security docs](https://modelcontextprotocol.io/docs/concepts/transports#security-considerations).

 ### Limitations
-*   **Supported Primitives**: Currently, `MCPServerAdapter` primarily supports adapting MCP `tools`. 
+*   **Supported Primitives**: Currently, `MCPServerAdapter` primarily supports adapting MCP `tools`.
 Other MCP primitives like `prompts` or `resources` are not directly integrated as CrewAI components through this adapter at this time.
 *   **Output Handling**: The adapter typically processes the primary text output from an MCP tool (e.g., `.content[0].text`). Complex or multi-modal outputs might require custom handling if not fitting this pattern.
@@ -1,7 +1,8 @@
 import inspect
 import logging
 from pathlib import Path
-from typing import Any, Callable, Dict, TypeVar, cast
+from typing import Any, Callable, Dict, TypeVar, cast, List
+from crewai.tools import BaseTool

 import yaml
 from dotenv import load_dotenv
@@ -27,6 +28,8 @@ def CrewBase(cls: T) -> T:
        )
        original_tasks_config_path = getattr(cls, "tasks_config", "config/tasks.yaml")

+        mcp_server_params: Any = getattr(cls, "mcp_server_params", None)
+
        def __init__(self, *args, **kwargs):
            super().__init__(*args, **kwargs)
            self.load_configurations()
@@ -64,6 +67,39 @@ def CrewBase(cls: T) -> T:
                self._original_functions, "is_kickoff"
            )

+            # Add close mcp server method to after kickoff
+            bound_method = self._create_close_mcp_server_method()
+            self._after_kickoff['_close_mcp_server'] = bound_method
+
+        def _create_close_mcp_server_method(self):
+            def _close_mcp_server(self, instance, outputs):
+                adapter = getattr(self, '_mcp_server_adapter', None)
+                if adapter is not None:
+                    try:
+                        adapter.stop()
+                    except Exception as e:
+                        logging.warning(f"Error stopping MCP server: {e}")
+                return outputs
+
+            _close_mcp_server.is_after_kickoff = True
+
+            import types
+            return types.MethodType(_close_mcp_server, self)
+
+        def get_mcp_tools(self) -> List[BaseTool]:
+            if not self.mcp_server_params:
+                return []
+
+            from crewai_tools import MCPServerAdapter
+
+            adapter = getattr(self, '_mcp_server_adapter', None)
+            if adapter and isinstance(adapter, MCPServerAdapter):
+                return adapter.tools
+
+            self._mcp_server_adapter = MCPServerAdapter(self.mcp_server_params)
+            return self._mcp_server_adapter.tools
+
+
        def load_configurations(self):
            """Load agent and task configurations from YAML files."""
            if isinstance(self.original_agents_config_path, str):
@@ -1017,4 +1017,115 @@ interactions:
    status:
      code: 200
      message: OK
+- request:
+    body: null
+    headers: {}
+    method: GET
+    uri: https://pypi.org/pypi/agentops/json
+  response:
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+        Gil <howardbgil@gmail.com>, Constantin Teodorescu <teocns@gmail.com>, Pratyush
+        Shukla <ps4534@nyu.edu>, Travis Dent <tcdent@gmail.com>, Dwij Patel <dwijpatel1704@gmail.com>,
+        Fenil Faldu <fenilfaldu143@gmail.com>","bugtrack_url":null,"classifiers":["License
+        :: OSI Approved :: MIT License","Operating System :: OS Independent","Programming
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@@ -1,5 +1,5 @@
 from typing import List
-
+from unittest.mock import Mock, patch
 import pytest

 from crewai.agent import Agent
@@ -16,7 +16,7 @@ from crewai.project import (
    task,
 )
 from crewai.task import Task
-
+from crewai.tools import tool

 class SimpleCrew:
    @agent
@@ -85,6 +85,14 @@ class InternalCrew:
    def crew(self):
        return Crew(agents=self.agents, tasks=self.tasks, verbose=True)

+@CrewBase
+class InternalCrewWithMCP(InternalCrew):
+    mcp_server_params = {"host": "localhost", "port": 8000}
+
+    @agent
+    def reporting_analyst(self):
+        return Agent(config=self.agents_config["reporting_analyst"], tools=self.get_mcp_tools())  # type: ignore[index]
+

 def test_agent_memoization():
    crew = SimpleCrew()
@@ -237,3 +245,17 @@ def test_multiple_before_after_kickoff():
 def test_crew_name():
    crew = InternalCrew()
    assert crew._crew_name == "InternalCrew"
+
+@tool
+def simple_tool():
+    """Return 'Hi!'"""
+    return "Hi!"
+
+def test_internal_crew_with_mcp():
+    mock = Mock()
+    mock.tools = [simple_tool]
+    with patch("crewai_tools.MCPServerAdapter", return_value=mock) as adapter_mock:
+        crew = InternalCrewWithMCP()
+        assert crew.reporting_analyst().tools == [simple_tool]
+
+    adapter_mock.assert_called_once_with({"host": "localhost", "port": 8000})