Files
gpt4free/g4f/mcp/server.py

321 lines
11 KiB
Python

"""MCP Server implementation with stdio and HTTP transports
This module implements a Model Context Protocol (MCP) server that communicates
over standard input/output using JSON-RPC 2.0, or via HTTP POST endpoints.
The server exposes tools for:
- Web search
- Web scraping
- Image generation
"""
from __future__ import annotations
import sys
import json
import asyncio
from typing import Any, Dict, List, Optional, Union
from dataclasses import dataclass
from ..debug import enable_logging
from .tools import MarkItDownTool, TextToAudioTool, WebSearchTool, WebScrapeTool, ImageGenerationTool
from .tools import WebSearchTool, WebScrapeTool, ImageGenerationTool
@dataclass
class MCPRequest:
"""MCP request following JSON-RPC 2.0 format"""
jsonrpc: str = "2.0"
id: Optional[Union[int, str]] = None
method: Optional[str] = None
params: Optional[Dict[str, Any]] = None
origin: Optional[str] = None
@dataclass
class MCPResponse:
"""MCP response following JSON-RPC 2.0 format"""
jsonrpc: str = "2.0"
id: Optional[Union[int, str]] = None
result: Optional[Any] = None
error: Optional[Dict[str, Any]] = None
class MCPServer:
"""Model Context Protocol server for gpt4free
This server exposes gpt4free capabilities through the MCP standard,
allowing AI assistants to utilize web search, scraping, and image generation.
"""
def __init__(self):
"""Initialize MCP server with available tools"""
self.tools = {
'web_search': WebSearchTool(),
'web_scrape': WebScrapeTool(),
'image_generation': ImageGenerationTool(),
'text_to_audio': TextToAudioTool(),
'mark_it_down': MarkItDownTool()
}
self.server_info = {
"name": "gpt4free-mcp-server",
"version": "1.0.0",
"description": "MCP server providing web search, scraping, and image generation capabilities"
}
def get_tool_list(self) -> List[Dict[str, Any]]:
"""Get list of available tools with their schemas"""
tool_list = []
for name, tool in self.tools.items():
tool_list.append({
"name": name,
"description": tool.description,
"inputSchema": tool.input_schema
})
return tool_list
async def handle_request(self, request: MCPRequest) -> MCPResponse:
"""Handle incoming MCP request"""
try:
method = request.method
params = request.params or {}
# Handle MCP protocol methods
if method == "initialize":
result = {
"protocolVersion": "2024-11-05",
"serverInfo": self.server_info,
"capabilities": {
"tools": {}
}
}
return MCPResponse(jsonrpc="2.0", id=request.id, result=result)
elif method == "tools/list":
result = {
"tools": self.get_tool_list()
}
return MCPResponse(jsonrpc="2.0", id=request.id, result=result)
elif method == "tools/call":
tool_name = params.get("name")
tool_arguments = params.get("arguments", {})
tool_arguments.setdefault("origin", request.origin)
if tool_name not in self.tools:
return MCPResponse(
jsonrpc="2.0",
id=request.id,
error={
"code": -32601,
"message": f"Tool not found: {tool_name}"
}
)
tool = self.tools[tool_name]
result = await tool.execute(tool_arguments)
return MCPResponse(
jsonrpc="2.0",
id=request.id,
result={
"content": [
{
"type": "text",
"text": json.dumps(result, indent=2)
}
]
}
)
elif method == "ping":
return MCPResponse(jsonrpc="2.0", id=request.id, result={})
else:
return MCPResponse(
jsonrpc="2.0",
id=request.id,
error={
"code": -32601,
"message": f"Method not found: {method}"
}
)
except Exception as e:
return MCPResponse(
jsonrpc="2.0",
id=request.id,
error={
"code": -32603,
"message": f"Internal error: {str(e)}"
}
)
async def run(self):
"""Run the MCP server with stdio transport"""
# Write server info to stderr for debugging
sys.stderr.write(f"Starting {self.server_info['name']} v{self.server_info['version']}\n")
sys.stderr.flush()
while True:
try:
# Read line from stdin
line = await asyncio.get_event_loop().run_in_executor(
None, sys.stdin.readline
)
if not line:
break
# Parse JSON-RPC request
request_data = json.loads(line)
request = MCPRequest(
jsonrpc=request_data.get("jsonrpc", "2.0"),
id=request_data.get("id"),
method=request_data.get("method"),
params=request_data.get("params"),
)
# Handle request
response = await self.handle_request(request)
# Write response to stdout
response_dict = {
"jsonrpc": response.jsonrpc,
"id": response.id
}
if response.result is not None:
response_dict["result"] = response.result
if response.error is not None:
response_dict["error"] = response.error
sys.stdout.write(json.dumps(response_dict) + "\n")
sys.stdout.flush()
except json.JSONDecodeError as e:
sys.stderr.write(f"JSON decode error: {e}\n")
sys.stderr.flush()
except Exception as e:
sys.stderr.write(f"Error: {e}\n")
sys.stderr.flush()
async def run_http(self, host: str = "0.0.0.0", port: int = 8765, origin: Optional[str] = None):
"""Run the MCP server with HTTP transport
Args:
host: Host to bind the HTTP server to
port: Port to bind the HTTP server to
"""
try:
from aiohttp import web
except ImportError:
sys.stderr.write("Error: aiohttp is required for HTTP transport\n")
sys.stderr.write("Install it with: pip install aiohttp\n")
sys.exit(1)
enable_logging()
async def handle_mcp_request(request: web.Request) -> web.Response:
nonlocal origin
"""Handle MCP JSON-RPC request over HTTP POST"""
try:
# Parse JSON-RPC request from POST body
request_data = await request.json()
if origin is None:
origin = request.headers.get("origin")
mcp_request = MCPRequest(
jsonrpc=request_data.get("jsonrpc", "2.0"),
id=request_data.get("id"),
method=request_data.get("method"),
params=request_data.get("params"),
origin=origin
)
# Handle request
response = await self.handle_request(mcp_request)
# Build response dict
response_dict = {
"jsonrpc": response.jsonrpc,
"id": response.id
}
if response.result is not None:
response_dict["result"] = response.result
if response.error is not None:
response_dict["error"] = response.error
return web.json_response(response_dict, headers={"access-control-allow-origin": "*"})
except json.JSONDecodeError as e:
return web.json_response({
"jsonrpc": "2.0",
"id": None,
"error": {
"code": -32700,
"message": f"Parse error: {str(e)}"
}
}, status=400)
except Exception as e:
return web.json_response({
"jsonrpc": "2.0",
"id": None,
"error": {
"code": -32603,
"message": f"Internal error: {str(e)}"
}
}, status=500)
async def handle_health(request: web.Request) -> web.Response:
"""Health check endpoint"""
return web.json_response({
"status": "ok",
"server": self.server_info
})
# Create aiohttp application
app = web.Application()
app.router.add_options('/mcp', lambda request: web.Response(headers={"access-control-allow-origin": "*", "access-control-allow-methods": "POST, OPTIONS", "access-control-allow-headers": "Content-Type"}))
app.router.add_post('/mcp', handle_mcp_request)
app.router.add_get('/health', handle_health)
# Start server
sys.stderr.write(f"Starting {self.server_info['name']} v{self.server_info['version']} (HTTP mode)\n")
sys.stderr.write(f"Listening on http://{host}:{port}\n")
sys.stderr.write(f"MCP endpoint: http://{host}:{port}/mcp\n")
sys.stderr.write(f"Health check: http://{host}:{port}/health\n")
sys.stderr.flush()
runner = web.AppRunner(app)
await runner.setup()
site = web.TCPSite(runner, host, port)
await site.start()
# Keep server running
try:
await asyncio.Event().wait()
except KeyboardInterrupt:
sys.stderr.write("\nShutting down HTTP server...\n")
sys.stderr.flush()
finally:
await runner.cleanup()
def main(http: bool = False, host: str = "0.0.0.0", port: int = 8765, origin: Optional[str] = None):
"""Main entry point for MCP server
Args:
http: If True, use HTTP transport instead of stdio
host: Host to bind HTTP server to (only used when http=True)
port: Port to bind HTTP server to (only used when http=True)
"""
server = MCPServer()
if http:
asyncio.run(server.run_http(host, port, origin))
else:
asyncio.run(server.run())
if __name__ == "__main__":
main()