Fix issue 28 with tool use and improve the logic overall (#141)

* Fix issue #28 regarding the tool use

* Fix `chat_loop` to exit cleanly
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Alex Akimov 2026-05-27 14:08:18 +02:00 • committed by GitHub
commit 887105360b
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@ -12,6 +12,7 @@ load_dotenv() # load environment variables from .env
# Claude model constant
ANTHROPIC_MODEL = "claude-sonnet-4-5"
MAX_TOOL_TURNS = 10
class MCPClient:
@ -64,45 +65,52 @@ class MCPClient:
"""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 _ 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)
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
if not tool_uses:
return "\n".join(final_text)
# 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,
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):
@ -113,13 +121,15 @@ class MCPClient:
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)}")