Yoon-gu Hwang commited on
Commit
d8bb0e3
·
1 Parent(s): e391d62

langgraph mcp adapter 예제 적용

Browse files
Files changed (4) hide show
  1. main.py +31 -0
  2. math_server.py +17 -0
  3. pyproject.toml +3 -0
  4. uv.lock +427 -0
main.py ADDED
@@ -0,0 +1,31 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ import asyncio
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+ from mcp import ClientSession, StdioServerParameters
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+ from mcp.client.stdio import stdio_client
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+
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+ from langchain_mcp_adapters.tools import load_mcp_tools
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+ from langgraph.prebuilt import create_react_agent
7
+ from pprint import pprint
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+ async def main():
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+ # Create server parameters for stdio connection
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+ server_params = StdioServerParameters(
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+ command="python",
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+ # Make sure to update to the full absolute path to your math_server.py file
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+ args=["/Users/yoon-gu/repos/mcp-101/math_server.py"],
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+ )
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+ pprint(server_params)
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+
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+ async with stdio_client(server_params) as (read, write):
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+ async with ClientSession(read, write) as session:
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+ # Initialize the connection
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+ await session.initialize()
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+
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+ # Get tools
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+ tools = await load_mcp_tools(session)
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+
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+ # Create and run the agent
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+ agent = create_react_agent("openai:gpt-4.1", tools)
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+ agent_response = await agent.ainvoke({"messages": "what's (3 + 5) x 12?"})
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+ pprint(agent_response)
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+
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+ if __name__ == "__main__":
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+ asyncio.run(main())
math_server.py ADDED
@@ -0,0 +1,17 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # math_server.py
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+ from mcp.server.fastmcp import FastMCP
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+
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+ mcp = FastMCP("Math")
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+
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+ @mcp.tool()
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+ def add(a: int, b: int) -> int:
8
+ """Add two numbers"""
9
+ return a + b
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+
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+ @mcp.tool()
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+ def multiply(a: int, b: int) -> int:
13
+ """Multiply two numbers"""
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+ return a * b
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+
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+ if __name__ == "__main__":
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+ mcp.run(transport="stdio")
pyproject.toml CHANGED
@@ -6,5 +6,8 @@ readme = "README.md"
6
  requires-python = ">=3.13"
7
  dependencies = [
8
  "gradio[mcp]==5.37",
 
 
 
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  "textblob>=0.19.0",
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  ]
 
6
  requires-python = ">=3.13"
7
  dependencies = [
8
  "gradio[mcp]==5.37",
9
+ "langchain-mcp-adapters>=0.1.9",
10
+ "langchain[openai]>=0.3.27",
11
+ "langgraph>=0.5.4",
12
  "textblob>=0.19.0",
13
  ]
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