wolf1997's picture
Update src/gradio_app/app.py
cae4ecb verified
import gradio as gr
import asyncio
import json
import atexit
import signal
import sys
from ..mcp_agent.agent import MCP_Agent
class GradioMCPApp:
def __init__(self):
self.agent = None
self.chat_history = []
self._loop = None
self.server_count = 1
def get_or_create_loop(self):
"""Get existing event loop or create a new one"""
if self._loop is None or self._loop.is_closed():
self._loop = asyncio.new_event_loop()
asyncio.set_event_loop(self._loop)
return self._loop
async def initialize_agent(self, openai_api_key, *server_configs):
"""Initialize the MCP Agent with provided configuration"""
try:
# Clean up existing agent first
if self.agent:
await self.disconnect_agent()
# Build MCP servers configuration from form fields
# server_configs comes as a flat list: [url1, name1, type1, token1, url2, name2, type2, token2, ...]
mcp_servers = []
for i in range(0, len(server_configs), 4):
if i + 3 < len(server_configs):
server_url = server_configs[i]
server_name = server_configs[i + 1]
server_type = server_configs[i + 2]
headers = server_configs[i + 3]
if server_url and server_url.strip():
server_config = {
'url': server_url.strip(),
'name': server_name.strip() if server_name and server_name.strip() else f'server_{i//4 + 1}',
'type': server_type if server_type else 'http',
'headers': headers.strip() if headers and headers.strip() else None
}
mcp_servers.append(server_config)
# Initialize agent
api_keys = {'openai_api_key': openai_api_key}
self.agent = MCP_Agent(api_keys=api_keys, mpc_server_urls=mcp_servers)
# Connect to MCP servers
await self.agent.connect()
server_count = len(mcp_servers)
if server_count == 0:
return True, "Agent initialized successfully (no MCP servers configured)!"
else:
return True, f"Agent initialized successfully with {server_count} MCP server(s)!"
except Exception as e:
return False, f"Error initializing agent: {str(e)}"
async def chat_with_agent(self, message):
"""Handle text chat with the agent"""
if not self.agent:
return self.chat_history, "Please initialize the agent first by providing your OpenAI API key and clicking 'Initialize Agent'."
if not message or not message.strip():
return self.chat_history, "Please provide a message."
try:
# Get response from agent
response = await self.agent.chat(message.strip())
# Update chat history
self.chat_history.append([message.strip(), str(response)])
return self.chat_history, ""
except Exception as e:
error_msg = f"Error during chat: {str(e)}"
self.chat_history.append([message, error_msg])
return self.chat_history, error_msg
async def reset_agent(self):
"""Reset the agent's conversation history"""
if self.agent:
self.agent.reset()
self.chat_history = []
return [], "Agent conversation history reset successfully!"
else:
return [], "No agent to reset. Please initialize the agent first."
async def disconnect_agent(self):
"""Disconnect from MCP servers"""
if self.agent:
try:
await self.agent.disconnect()
except Exception as e:
print(f"Error during disconnect: {e}")
finally:
self.agent = None
self.chat_history = []
return [], "Agent disconnected successfully!"
async def cleanup(self):
"""Clean up resources"""
if self.agent:
await self.disconnect_agent()
if self._loop and not self._loop.is_closed():
self._loop.close()
# Create the app instance
app_instance = GradioMCPApp()
def run_async_safely(coro, *args):
"""Safely run async function with proper error handling"""
loop = app_instance.get_or_create_loop()
try:
return loop.run_until_complete(coro(*args))
except Exception as e:
print(f"Error in async operation: {e}")
return None, f"Error: {str(e)}"
# Define async wrapper functions for Gradio
def initialize_agent_wrapper(openai_api_key, *server_configs):
success, message = run_async_safely(
app_instance.initialize_agent,
openai_api_key, *server_configs
)
if success is None:
return gr.update(visible=False), gr.update(visible=True), message
return gr.update(visible=success), gr.update(visible=not success), message
def chat_wrapper(message):
chat_history, error_msg = run_async_safely(app_instance.chat_with_agent, message)
if chat_history is None:
return [], error_msg, ""
return chat_history, error_msg, "" # Clear input
def reset_wrapper():
chat_history, message = run_async_safely(app_instance.reset_agent)
if chat_history is None:
return [], message
return chat_history, message
def disconnect_wrapper():
chat_history, message = run_async_safely(app_instance.disconnect_agent)
if chat_history is None:
return [], gr.update(visible=False), gr.update(visible=True), message
return chat_history, gr.update(visible=False), gr.update(visible=True), message
# Cleanup function for graceful shutdown
def cleanup_on_exit():
"""Cleanup function to run on exit"""
try:
loop = app_instance.get_or_create_loop()
if not loop.is_closed():
loop.run_until_complete(app_instance.cleanup())
except Exception as e:
print(f"Error during cleanup: {e}")
# Register cleanup function
atexit.register(cleanup_on_exit)
# Handle SIGINT (Ctrl+C) gracefully
def signal_handler(signum, frame):
print("\nReceived interrupt signal. Cleaning up...")
cleanup_on_exit()
sys.exit(0)
signal.signal(signal.SIGINT, signal_handler)
# Server management functions
def add_server(current_count):
"""Show the next server configuration"""
new_count = min(current_count + 1, 3) # Max 3 servers
return (
new_count,
gr.update(visible=new_count >= 2), # server2_group
gr.update(visible=new_count >= 3), # server3_group
gr.update(interactive=new_count < 3), # add_server_btn
gr.update(interactive=new_count > 1) # remove_server_btn
)
def remove_server(current_count):
"""Hide the last server configuration"""
new_count = max(current_count - 1, 1) # Min 1 server
return (
new_count,
gr.update(visible=new_count >= 2), # server2_group
gr.update(visible=new_count >= 3), # server3_group
gr.update(interactive=new_count < 3), # add_server_btn
gr.update(interactive=new_count > 1) # remove_server_btn
)
# Create the Gradio interface
with gr.Blocks(title="MCP Agent Chat", theme=gr.themes.Soft()) as demo:
with gr.Row():
gr.Markdown("# MCP Agent Chat Interface")
gr.HTML("") # Balance spacing
with gr.Sidebar():
# Sidebar for configuration
sidebar_column = gr.Column(scale=1, min_width=350)
with sidebar_column:
gr.Markdown("## πŸ”§ Configuration")
openai_key = gr.Textbox(
label="OpenAI API Key",
type="password",
placeholder="sk-...",
info="Your OpenAI API key for the language model"
)
gr.Markdown("### MCP Servers Setup")
gr.Markdown("Configure your MCP server connections (leave all URLs empty to run without MCP servers)")
# Container for dynamic server configurations
servers_container = gr.Column()
# Initial server configuration
with servers_container:
# Server 1 (always present)
with gr.Tab("Url based servers"):
with gr.Group():
gr.Markdown("#### Server 1")
server1_url = gr.Textbox(
label="Server URL",
placeholder="http://localhost:8000",
info="The URL of your MCP server"
)
server1_name = gr.Textbox(
label="Server Name",
placeholder="server_1",
info="A friendly name for your MCP server"
)
server1_type = gr.Dropdown(
label="Server Type",
choices=["http", "SSE"],
value="http",
info="The type of MCP server connection"
)
server1_headers = gr.Textbox(
label="Headers (Optional)",
type="password",
placeholder="Leave empty if not required",
info="Headers for the MCP server (if required), example: {'Authorization': 'Bearer 1234567890'}"
)
# Server 2 (optional)
server2_group = gr.Group(visible=False)
with server2_group:
gr.Markdown("#### Server 2")
server2_url = gr.Textbox(
label="Server URL",
placeholder="http://localhost:8001",
info="The URL of your MCP server"
)
server2_name = gr.Textbox(
label="Server Name",
placeholder="server_2",
info="A friendly name for your MCP server"
)
server2_type = gr.Dropdown(
label="Server Type",
choices=["http", "SSE"],
value="http",
info="The type of MCP server connection"
)
server2_headers = gr.Textbox(
label="Headers (Optional)",
type="password",
placeholder="Leave empty if not required",
info="Headers for the MCP server (if required), example: {'Authorization': 'Bearer 1234567890'}"
)
# Server 3 (optional)
server3_group = gr.Group(visible=False)
with server3_group:
gr.Markdown("#### Server 3")
server3_url = gr.Textbox(
label="Server URL",
placeholder="http://localhost:8002",
info="The URL of your MCP server"
)
server3_name = gr.Textbox(
label="Server Name",
placeholder="server_3",
info="A friendly name for your MCP server"
)
server3_type = gr.Dropdown(
label="Server Type",
choices=["http", "SSE"],
value="http",
info="The type of MCP server connection"
)
server3_headers = gr.Textbox(
label="Headers (Optional)",
type="password",
placeholder="Leave empty if not required",
info="Headers for the MCP server (if required), example: {'Authorization': 'Bearer 1234567890'}"
)
with gr.Tab("Stdio based servers"):
with gr.Group():
gr.Markdown("#### Server 1")
server1_command = gr.Textbox(
label="Command",
placeholder="npx",
info="The command to use to run the MCP server, docker, npm, python, etc."
)
server1_args = gr.Textbox(
label="Arguments",
placeholder="['-y', '@modelcontextprotocol/server-memory']",
info="The arguments to use to run the MCP server"
)
server1_name = gr.Textbox(
label="Server Name",
placeholder="server_1",
info="A friendly name for your MCP server"
)
# Server management buttons
with gr.Row():
add_server_btn = gr.Button("+ Add Server", variant="secondary", size="sm")
remove_server_btn = gr.Button("- Remove Server", variant="secondary", size="sm", interactive=False)
# Track current server count
server_count_state = gr.State(1)
init_btn = gr.Button("Initialize Agent", variant="primary", size="lg")
init_status = gr.Textbox(label="Status", interactive=False, max_lines=3)
# Main chat area
chat_column = gr.Column(scale=2)
with chat_column:
with gr.Row():
gr.Markdown("## πŸ’¬ Chat with your MCP Agent")
config_status = gr.Markdown("", visible=False) # Status when sidebar is collapsed
chat_interface = gr.Column(visible=False)
with chat_interface:
chatbot = gr.Chatbot(
label="Conversation",
height=500,
show_copy_button=True,
avatar_images=("πŸ‘€", "πŸ€–")
)
with gr.Row():
msg = gr.Textbox(
label="Message",
placeholder="Type your message here...",
scale=4,
lines=2
)
send_btn = gr.Button("Send", variant="primary", scale=1)
error_display = gr.Textbox(
label="Error Messages",
visible=False,
interactive=False
)
with gr.Row():
reset_btn = gr.Button("Reset Conversation", variant="secondary")
disconnect_btn = gr.Button("Disconnect Agent", variant="secondary")
# Placeholder when agent is not initialized
placeholder = gr.Markdown(
"### πŸ‘‹ Welcome!\n\nPlease configure and initialize your MCP Agent using the sidebar to start chatting.",
visible=True
)
# Server management event handlers
add_server_btn.click(
fn=add_server,
inputs=[server_count_state],
outputs=[server_count_state, server2_group, server3_group, add_server_btn, remove_server_btn]
)
remove_server_btn.click(
fn=remove_server,
inputs=[server_count_state],
outputs=[server_count_state, server2_group, server3_group, add_server_btn, remove_server_btn]
)
# Event handlers
init_btn.click(
fn=initialize_agent_wrapper,
inputs=[
openai_key,
server1_url, server1_name, server1_type, server1_headers,
server2_url, server2_name, server2_type, server2_headers,
server3_url, server3_name, server3_type, server3_headers,
server1_command, server1_args, server1_name
],
outputs=[chat_interface, placeholder, init_status]
)
# Chat functionality
def handle_chat(message):
if not message or not message.strip():
return app_instance.chat_history, "Please provide a message.", ""
return chat_wrapper(message)
send_btn.click(
fn=handle_chat,
inputs=[msg],
outputs=[chatbot, error_display, msg]
).then(
lambda error: gr.update(visible=bool(error)),
inputs=[error_display],
outputs=[error_display]
)
msg.submit(
fn=handle_chat,
inputs=[msg],
outputs=[chatbot, error_display, msg]
).then(
lambda error: gr.update(visible=bool(error)),
inputs=[error_display],
outputs=[error_display]
)
reset_btn.click(
fn=reset_wrapper,
outputs=[chatbot, error_display]
).then(
lambda error: gr.update(visible=bool(error)),
inputs=[error_display],
outputs=[error_display]
)
disconnect_btn.click(
fn=disconnect_wrapper,
outputs=[chatbot, chat_interface, placeholder, init_status]
)
def main():
"""Main entry point for the application"""
demo.launch(
server_name="0.0.0.0",
server_port=7860,
share=False,
show_error=True
)
if __name__ == "__main__":
main()