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# Python-generated files | ||
__pycache__/ | ||
*.py[oc] | ||
build/ | ||
dist/ | ||
wheels/ | ||
*.egg-info | ||
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# Virtual environments | ||
.venv | ||
.env |
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3.10 |
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import asyncio | ||
from typing import Optional | ||
from contextlib import AsyncExitStack | ||
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from mcp import ClientSession, StdioServerParameters | ||
from mcp.client.stdio import stdio_client | ||
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from anthropic import Anthropic | ||
from dotenv import load_dotenv | ||
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load_dotenv() # load environment variables from .env | ||
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class MCPClient: | ||
def __init__(self): | ||
# Initialize session and client objects | ||
self.session: Optional[ClientSession] = None | ||
self.exit_stack = AsyncExitStack() | ||
self.anthropic = Anthropic() | ||
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async def connect_to_server(self, server_script_path: str): | ||
"""Connect to an MCP server | ||
Args: | ||
server_script_path: Path to the server script (.py or .js) | ||
""" | ||
is_python = server_script_path.endswith('.py') | ||
is_js = server_script_path.endswith('.js') | ||
if not (is_python or is_js): | ||
raise ValueError("Server script must be a .py or .js file") | ||
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command = "python" if is_python else "node" | ||
server_params = StdioServerParameters( | ||
command=command, | ||
args=[server_script_path], | ||
env=None | ||
) | ||
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stdio_transport = await self.exit_stack.enter_async_context(stdio_client(server_params)) | ||
self.stdio, self.write = stdio_transport | ||
self.session = await self.exit_stack.enter_async_context(ClientSession(self.stdio, self.write)) | ||
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await self.session.initialize() | ||
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# List available tools | ||
response = await self.session.list_tools() | ||
tools = response.tools | ||
print("\nConnected to server with tools:", [tool.name for tool in tools]) | ||
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async def process_query(self, query: str) -> str: | ||
"""Process a query using Claude and available tools""" | ||
messages = [ | ||
{ | ||
"role": "user", | ||
"content": query | ||
} | ||
] | ||
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response = await self.session.list_tools() | ||
available_tools = [{ | ||
"name": tool.name, | ||
"description": tool.description, | ||
"input_schema": tool.inputSchema | ||
} for tool in response.tools] | ||
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# Initial Claude API call | ||
response = self.anthropic.messages.create( | ||
model="claude-3-5-sonnet-20241022", | ||
max_tokens=1000, | ||
messages=messages, | ||
tools=available_tools | ||
) | ||
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# Process response and handle tool calls | ||
tool_results = [] | ||
final_text = [] | ||
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for content in response.content: | ||
if content.type == 'text': | ||
final_text.append(content.text) | ||
elif content.type == 'tool_use': | ||
tool_name = content.name | ||
tool_args = content.input | ||
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# Execute tool call | ||
result = await self.session.call_tool(tool_name, tool_args) | ||
tool_results.append({"call": tool_name, "result": result}) | ||
final_text.append(f"[Calling tool {tool_name} with args {tool_args}]") | ||
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# Continue conversation with tool results | ||
if hasattr(content, 'text') and content.text: | ||
messages.append({ | ||
"role": "assistant", | ||
"content": content.text | ||
}) | ||
messages.append({ | ||
"role": "user", | ||
"content": result.content | ||
}) | ||
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# Get next response from Claude | ||
response = self.anthropic.messages.create( | ||
model="claude-3-5-sonnet-20241022", | ||
max_tokens=1000, | ||
messages=messages, | ||
) | ||
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final_text.append(response.content[0].text) | ||
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return "\n".join(final_text) | ||
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async def chat_loop(self): | ||
"""Run an interactive chat loop""" | ||
print("\nMCP Client Started!") | ||
print("Type your queries or 'quit' to exit.") | ||
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while True: | ||
try: | ||
query = input("\nQuery: ").strip() | ||
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if query.lower() == 'quit': | ||
break | ||
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response = await self.process_query(query) | ||
print("\n" + response) | ||
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except Exception as e: | ||
print(f"\nError: {str(e)}") | ||
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async def cleanup(self): | ||
"""Clean up resources""" | ||
await self.exit_stack.aclose() | ||
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async def main(): | ||
if len(sys.argv) < 2: | ||
print("Usage: python client.py <path_to_server_script>") | ||
sys.exit(1) | ||
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client = MCPClient() | ||
try: | ||
await client.connect_to_server(sys.argv[1]) | ||
await client.chat_loop() | ||
finally: | ||
await client.cleanup() | ||
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if __name__ == "__main__": | ||
import sys | ||
asyncio.run(main()) |
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[project] | ||
name = "mcp-client" | ||
version = "0.1.0" | ||
description = "Add your description here" | ||
readme = "README.md" | ||
requires-python = ">=3.10" | ||
dependencies = [ | ||
"anthropic>=0.40.0", | ||
"mcp>=1.1.1", | ||
"python-dotenv>=1.0.1", | ||
] |
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