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zckly committed Dec 11, 2024
1 parent 7a5876b commit e07b24a
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11 changes: 11 additions & 0 deletions mcp-client/.gitignore
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# Python-generated files
__pycache__/
*.py[oc]
build/
dist/
wheels/
*.egg-info

# Virtual environments
.venv
.env
1 change: 1 addition & 0 deletions mcp-client/.python-version
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3.10
Empty file added mcp-client/README.md
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147 changes: 147 additions & 0 deletions mcp-client/client.py
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import asyncio
from typing import Optional
from contextlib import AsyncExitStack

from mcp import ClientSession, StdioServerParameters
from mcp.client.stdio import stdio_client

from anthropic import Anthropic
from dotenv import load_dotenv

load_dotenv() # load environment variables from .env

class MCPClient:
def __init__(self):
# Initialize session and client objects
self.session: Optional[ClientSession] = None
self.exit_stack = AsyncExitStack()
self.anthropic = Anthropic()

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")

command = "python" if is_python else "node"
server_params = StdioServerParameters(
command=command,
args=[server_script_path],
env=None
)

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))

await self.session.initialize()

# List available tools
response = await self.session.list_tools()
tools = response.tools
print("\nConnected to server with tools:", [tool.name for tool in tools])

async def process_query(self, query: str) -> str:
"""Process a query using Claude and available tools"""
messages = [
{
"role": "user",
"content": query
}
]

response = await self.session.list_tools()
available_tools = [{
"name": tool.name,
"description": tool.description,
"input_schema": tool.inputSchema
} for tool in response.tools]

# Initial Claude API call
response = self.anthropic.messages.create(
model="claude-3-5-sonnet-20241022",
max_tokens=1000,
messages=messages,
tools=available_tools
)

# Process response and handle tool calls
tool_results = []
final_text = []

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

# 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}]")

# 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
})

# Get next response from Claude
response = self.anthropic.messages.create(
model="claude-3-5-sonnet-20241022",
max_tokens=1000,
messages=messages,
)

final_text.append(response.content[0].text)

return "\n".join(final_text)

async def chat_loop(self):
"""Run an interactive chat loop"""
print("\nMCP Client Started!")
print("Type your queries or 'quit' to exit.")

while True:
try:
query = input("\nQuery: ").strip()

if query.lower() == 'quit':
break

response = await self.process_query(query)
print("\n" + response)

except Exception as e:
print(f"\nError: {str(e)}")

async def cleanup(self):
"""Clean up resources"""
await self.exit_stack.aclose()

async def main():
if len(sys.argv) < 2:
print("Usage: python client.py <path_to_server_script>")
sys.exit(1)

client = MCPClient()
try:
await client.connect_to_server(sys.argv[1])
await client.chat_loop()
finally:
await client.cleanup()

if __name__ == "__main__":
import sys
asyncio.run(main())
11 changes: 11 additions & 0 deletions mcp-client/pyproject.toml
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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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