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72 changes: 41 additions & 31 deletions mcp-client-python/client.py
Original file line number Diff line number Diff line change
Expand Up @@ -12,6 +12,7 @@

# Claude model constant
ANTHROPIC_MODEL = "claude-sonnet-4-5"
MAX_TOOL_TURNS = 10


class MCPClient:
Expand Down Expand Up @@ -64,45 +65,52 @@ 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()
tools_response = await self.session.list_tools()
available_tools = [
{"name": tool.name, "description": tool.description, "input_schema": tool.inputSchema}
for tool in response.tools
for tool in tools_response.tools
]

# Initial Claude API call
final_text = []

response = self.anthropic.messages.create(
model=ANTHROPIC_MODEL, max_tokens=1000, messages=messages, tools=available_tools
)

# Process response and handle tool calls
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)
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=ANTHROPIC_MODEL,
max_tokens=1000,
messages=messages,
for _ in range(MAX_TOOL_TURNS):
tool_uses = []
for content in response.content:
if content.type == "text":
final_text.append(content.text)
elif content.type == "tool_use":
tool_uses.append(content)

if not tool_uses:
return "\n".join(final_text)

tool_results = []
for tool_use in tool_uses:
result = await self.session.call_tool(tool_use.name, tool_use.input)
final_text.append(f"[Calling tool {tool_use.name} with args {tool_use.input}]")
tool_results.append(
{
"type": "tool_result",
"tool_use_id": tool_use.id,
"content": result.content,
}
)

final_text.append(response.content[0].text)
messages.append({"role": "assistant", "content": response.content})
messages.append({"role": "user", "content": tool_results})

response = self.anthropic.messages.create(
model=ANTHROPIC_MODEL,
max_tokens=1000,
messages=messages,
tools=available_tools,
)

final_text.append(f"[Stopped after {MAX_TOOL_TURNS} tool-use turns]")
return "\n".join(final_text)

async def chat_loop(self):
Expand All @@ -113,13 +121,15 @@ async def chat_loop(self):
while True:
try:
query = input("\nQuery: ").strip()
except (EOFError, KeyboardInterrupt):
break

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

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

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

Expand Down
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