openai · seratch · Aug 4, 2025 · Aug 4, 2025
diff --git a/docs/visualization.md b/docs/visualization.md
@@ -15,13 +15,17 @@ pip install "openai-agents[viz]"
 You can generate an agent visualization using the `draw_graph` function. This function creates a directed graph where:
 
 - **Agents** are represented as yellow boxes.
+- **MCP Servers** are represented as grey boxes.
 - **Tools** are represented as green ellipses.
 - **Handoffs** are directed edges from one agent to another.
 
 ### Example Usage
 
 ```python
+import os
+
 from agents import Agent, function_tool
+from agents.mcp.server import MCPServerStdio
 from agents.extensions.visualization import draw_graph
 
 @function_tool
@@ -38,11 +42,22 @@ english_agent = Agent(
     instructions="You only speak English",
 )
 
+current_dir = os.path.dirname(os.path.abspath(__file__))
+samples_dir = os.path.join(current_dir, "sample_files")
+mcp_server = MCPServerStdio(
+    name="Filesystem Server, via npx",
+    params={
+        "command": "npx",
+        "args": ["-y", "@modelcontextprotocol/server-filesystem", samples_dir],
+    },
+)
+
 triage_agent = Agent(
     name="Triage agent",
     instructions="Handoff to the appropriate agent based on the language of the request.",
     handoffs=[spanish_agent, english_agent],
     tools=[get_weather],
+    mcp_servers=[mcp_server],
 )
 
 draw_graph(triage_agent)
@@ -60,9 +75,11 @@ The generated graph includes:
 - A **start node** (`__start__`) indicating the entry point.
 - Agents represented as **rectangles** with yellow fill.
 - Tools represented as **ellipses** with green fill.
+- MCP Servers represented as **rectangles** with grey fill.
 - Directed edges indicating interactions:
   - **Solid arrows** for agent-to-agent handoffs.
   - **Dotted arrows** for tool invocations.
+  - **Dashed arrows** for MCP server invocations.
 - An **end node** (`__end__`) indicating where execution terminates.
 
 ## Customizing the Graph

diff --git a/src/agents/extensions/visualization.py b/src/agents/extensions/visualization.py
@@ -71,6 +71,12 @@ def get_all_nodes(
             f"fillcolor=lightgreen, width=0.5, height=0.3];"
         )
 
+    for mcp_server in agent.mcp_servers:
+        parts.append(
+            f'"{mcp_server.name}" [label="{mcp_server.name}", shape=box, style=filled, '
+            f"fillcolor=lightgrey, width=1, height=0.5];"
+        )
+
     for handoff in agent.handoffs:
         if isinstance(handoff, Handoff):
             parts.append(
@@ -119,6 +125,11 @@ def get_all_edges(
         "{agent.name}" -> "{tool.name}" [style=dotted, penwidth=1.5];
         "{tool.name}" -> "{agent.name}" [style=dotted, penwidth=1.5];""")
 
+    for mcp_server in agent.mcp_servers:
+        parts.append(f"""
+        "{agent.name}" -> "{mcp_server.name}" [style=dashed, penwidth=1.5];
+        "{mcp_server.name}" -> "{agent.name}" [style=dashed, penwidth=1.5];""")
+
     for handoff in agent.handoffs:
         if isinstance(handoff, Handoff):
             parts.append(f"""

diff --git a/tests/test_visualization.py b/tests/test_visualization.py
@@ -1,3 +1,4 @@
+import sys
 from unittest.mock import Mock
 
 import graphviz  # type: ignore
@@ -12,6 +13,9 @@
 )
 from agents.handoffs import Handoff
 
+if sys.version_info >= (3, 10):
+    from .mcp.helpers import FakeMCPServer
+
 
 @pytest.fixture
 def mock_agent():
@@ -27,6 +31,10 @@ def mock_agent():
     agent.name = "Agent1"
     agent.tools = [tool1, tool2]
     agent.handoffs = [handoff1]
+    agent.mcp_servers = []
+
+    if sys.version_info >= (3, 10):
+        agent.mcp_servers = [FakeMCPServer(server_name="MCPServer1")]
 
     return agent
 
@@ -62,6 +70,7 @@ def test_get_main_graph(mock_agent):
         '"Handoff1" [label="Handoff1", shape=box, style=filled, style=rounded, '
         "fillcolor=lightyellow, width=1.5, height=0.8];" in result
     )
+    _assert_mcp_nodes(result)
 
 
 def test_get_all_nodes(mock_agent):
@@ -90,6 +99,7 @@ def test_get_all_nodes(mock_agent):
         '"Handoff1" [label="Handoff1", shape=box, style=filled, style=rounded, '
         "fillcolor=lightyellow, width=1.5, height=0.8];" in result
     )
+    _assert_mcp_nodes(result)
 
 
 def test_get_all_edges(mock_agent):
@@ -101,6 +111,7 @@ def test_get_all_edges(mock_agent):
     assert '"Agent1" -> "Tool2" [style=dotted, penwidth=1.5];' in result
     assert '"Tool2" -> "Agent1" [style=dotted, penwidth=1.5];' in result
     assert '"Agent1" -> "Handoff1";' in result
+    _assert_mcp_edges(result)
 
 
 def test_draw_graph(mock_agent):
@@ -134,6 +145,25 @@ def test_draw_graph(mock_agent):
         '"Handoff1" [label="Handoff1", shape=box, style=filled, style=rounded, '
         "fillcolor=lightyellow, width=1.5, height=0.8];" in graph.source
     )
+    _assert_mcp_nodes(graph.source)
+
+
+def _assert_mcp_nodes(source: str):
+    if sys.version_info < (3, 10):
+        assert "MCPServer1" not in source
+        return
+    assert (
+        '"MCPServer1" [label="MCPServer1", shape=box, style=filled, '
+        "fillcolor=lightgrey, width=1, height=0.5];" in source
+    )
+
+
+def _assert_mcp_edges(source: str):
+    if sys.version_info < (3, 10):
+        assert "MCPServer1" not in source
+        return
+    assert '"Agent1" -> "MCPServer1" [style=dashed, penwidth=1.5];' in source
+    assert '"MCPServer1" -> "Agent1" [style=dashed, penwidth=1.5];' in source
 
 
 def test_cycle_detection():