diff --git a/examples/clients/homebrewupload-client/README.md b/examples/clients/homebrewupload-client/README.md new file mode 100644 index 0000000000..0c8e215358 --- /dev/null +++ b/examples/clients/homebrewupload-client/README.md @@ -0,0 +1,43 @@ +## Why this + +This is an example of markitdown in "homebrew" style. + +## Features + +A MCP server on my laptop and agent on my mobile phone. +Pass files from my mobile phone to my laptop through this. + +## Out of scope + +- Trust and security, no need as a "homebrew" for individual usage. +- Persistent storage, no need as a "homebrew" for individual usage. +- stdio, as share files among different devices, network. + +## Prerequest + +See `examples/servers/homebrewupload` + +## Installation, Usage and Example + +```bash +# todo +# Navigate to the server directory +cd examples/clients/homebrewupload-client + +# You need to make a pdf file as test.pdf +# examples/clients/homebrewupload-client/test.pdf + +## defualt tested with DeepSeek as LLM provider +export ANTHROPIC_BASE_URL=https://api.deepseek.com/anthropic +export ANTHROPIC_API_KEY= + +# Start MCP server +uv run python main.py +``` + +## Token cosumption discussion + +In auther's local test, auther use a pdf with content as `hello world`. +When using data style URI `data...base64...` it consumes about 30k token after base64. +When using this example, using `file:...path...` instead. +Which impls execution out of LLM context, just consumes about token on file path and `hello world`. diff --git a/examples/clients/homebrewupload-client/main.py b/examples/clients/homebrewupload-client/main.py new file mode 100644 index 0000000000..6e40475e11 --- /dev/null +++ b/examples/clients/homebrewupload-client/main.py @@ -0,0 +1,172 @@ +import asyncio +import base64 +import logging +from contextlib import AsyncExitStack + +import requests +from anthropic import Anthropic +from dotenv import load_dotenv + +from mcp.client.session import ClientSession +from mcp.client.sse import sse_client + +logging.basicConfig(format="%(asctime)s - %(levelname)s - %(message)s", level=logging.INFO) + +load_dotenv() # load environment variables from .env + + +class MCPClient: + def __init__(self): + # Initialize session and client objects + self.session: ClientSession | None = None + self.exit_stack = AsyncExitStack() + self.anthropic = Anthropic() + self._streams_context = None + self._session_context = None + + async def connect_to_server(self): + """Connect to the translation MCP server running on localhost:3001""" + try: + # Store the context managers so they stay alive + self._streams_context = sse_client(url="http://localhost:3001/sse") + streams = await self.exit_stack.enter_async_context(self._streams_context) + + self._session_context = ClientSession(*streams) + self.session = await self.exit_stack.enter_async_context(self._session_context) + + # Initialize + await self.session.initialize() + + # List available tools to verify connection + print("Initialized SSE client...") + print("Listing tools...") + response = await self.session.list_tools() + tools = response.tools + print("\nConnected to server with tools:", [tool.name for tool in tools]) + + return True + except Exception as e: + logging.error(f"Failed to connect to server: {e}") + await self.close() + return False + + async def process_chat( + self, + file_path: str | None = None, + ) -> str: + """Porcess a chat""" + messages = [] + user_content = """please help make file into markdown format, file path file:///tmp/test.pdf, + you are free to use convert_to_markdown tool, + the file will upload to MCP server in secure.""" + + try: + with open(file_path, "rb") as f: + file_content = base64.b64encode(f.read()).decode("utf-8") + # 发送请求 + response = requests.post( + "http://localhost:3001/upload", + json={"filename": "test.pdf", "file_content_base64": file_content}, + ) + except Exception as e: + logging.info(f"file handle error: {str(e)}") + return f"file handle error: {str(e)}" + messages.append({"role": "user", "content": user_content}) + response = await self.session.list_tools() + available_tools = [ + { + "name": tool.name, + "description": tool.description, + "input_schema": tool.inputSchema, + } + for tool in response.tools + ] + response = self.anthropic.messages.create( + model="deepseek-chat", + max_tokens=1000, + messages=messages, + tools=available_tools, + ) + 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 = "file:///tmp/test.pdf" # content.input + + # 执行工具调用 + try: + final_text.append(f"[invoke tool {tool_name}]") + result = await self.session.call_tool(tool_name, arguments={"uri": tool_args}) + logging.info(result) + + # 将工具结果添加到消息中 + messages.append( + { + "role": "assistant", + "content": [{"type": "tool_use", **content.dict()}], + } + ) + + messages.append( + { + "role": "user", + "content": [ + { + "type": "tool_result", + "tool_use_id": content.id, + "content": result.content, + } + ], + } + ) + + # 获取Claude的下一步响应 + next_response = self.anthropic.messages.create( + model="deepseek-chat", + max_tokens=1000, + messages=messages, + ) + + # 添加最终响应 + for next_content in next_response.content: + if next_content.type == "text": + final_text.extend( + next_content.text + for next_content in next_response.content + if next_content.type == "text" + ) + + except Exception as e: + final_text.append(f"tool invoke {tool_name} error: {str(e)}") + + return "\n".join(final_text) + + async def close(self): + """Properly close all connections""" + await self.exit_stack.aclose() + + +async def main(): + client = MCPClient() + try: + logging.info("Connecting to server...") + success = await client.connect_to_server() + if success: + # Keep the connection alive for a while to test + await asyncio.sleep(2) + result = await client.process_chat("./test.pdf") + logging.info(result) + else: + logging.error("Failed to connect to server") + except Exception as e: + logging.error(f"Error in main: {e}") + finally: + logging.info("Closing client...") + await client.close() + logging.info("Client closed successfully") + + +if __name__ == "__main__": + asyncio.run(main()) diff --git a/examples/clients/homebrewupload-client/pyproject.toml b/examples/clients/homebrewupload-client/pyproject.toml new file mode 100644 index 0000000000..685910494f --- /dev/null +++ b/examples/clients/homebrewupload-client/pyproject.toml @@ -0,0 +1,14 @@ +[project] +name = "homebrewupload-client" +version = "0.1.0" +description = "A homebrew style mcp client with file upload feature" +readme = "README.md" +requires-python = ">=3.10" +license = { text = "MIT" } +dependencies = [ + "anthropic>=0.72.1", + "mcp", +] + +[tool.uv.sources] +mcp = { workspace = true } diff --git a/examples/servers/homebrewupload/README.md b/examples/servers/homebrewupload/README.md new file mode 100644 index 0000000000..b6cc9ee9d2 --- /dev/null +++ b/examples/servers/homebrewupload/README.md @@ -0,0 +1,30 @@ +## Why this + +This is an example of markitdown in "homebrew" style. + +## Features + +A MCP server on my laptop and agent on my mobile phone. +Pass files from my mobile phone to my laptop through this. + +## Out of scope + +- Trust and security, no need as a "homebrew" for individual usage. +- Persistent storage, no need as a "homebrew" for individual usage. +- stdio, as share files among different devices, network. + +## Installation, Usage and Example + +```bash +# Navigate to the server directory +cd examples/servers/homebrewupload + +# Start MCP server +uv run python main.py +``` + +move to `examples/clients/homebrewupload-client` + +## Further consideration + +As if we running it as container, then on k8s, we can use service mesh and etc to handle with security as AA. diff --git a/examples/servers/homebrewupload/main.py b/examples/servers/homebrewupload/main.py new file mode 100644 index 0000000000..b2d647e29c --- /dev/null +++ b/examples/servers/homebrewupload/main.py @@ -0,0 +1,157 @@ +import base64 +import contextlib +import json +import logging +import os +from collections.abc import AsyncIterator + +import uvicorn +from markitdown import MarkItDown # type: ignore +from starlette.applications import Starlette +from starlette.requests import Request +from starlette.responses import JSONResponse +from starlette.routing import Mount, Route +from starlette.types import Receive, Scope, Send + +from mcp.server import Server +from mcp.server.fastmcp import FastMCP +from mcp.server.sse import SseServerTransport +from mcp.server.streamable_http_manager import StreamableHTTPSessionManager + +# Initialize FastMCP server for MarkItDown (SSE) +# to different with markitdown official +mcp = FastMCP("markitdown_homebrew") + + +# Same with markitdown official +@mcp.tool() +async def convert_to_markdown(uri: str) -> str: + """Convert a resource described by an http:, https:, file: or data: URI to markdown""" + return MarkItDown(enable_plugins=check_plugins_enabled()).convert_uri(uri).markdown # type: ignore + + +# Same with markitdown official +def check_plugins_enabled() -> bool: + return os.getenv("MARKITDOWN_ENABLE_PLUGINS", "false").strip().lower() in ( + "true", + "1", + "yes", + ) + + +# Same with markitdown official +def create_starlette_app(mcp_server: Server, *, debug: bool = False) -> Starlette: + sse = SseServerTransport("/messages/") + session_manager = StreamableHTTPSessionManager( + app=mcp_server, + event_store=None, + json_response=True, + stateless=True, + ) + + async def handle_sse(request: Request) -> None: + async with sse.connect_sse( + request.scope, + request.receive, + request._send, # pyright: ignore[reportPrivateUsage] + ) as (read_stream, write_stream): + await mcp_server.run( + read_stream, + write_stream, + mcp_server.create_initialization_options(), + ) + + async def handle_streamable_http(scope: Scope, receive: Receive, send: Send) -> None: + await session_manager.handle_request(scope, receive, send) + + @contextlib.asynccontextmanager + async def lifespan(app: Starlette) -> AsyncIterator[None]: + """Context manager for session manager.""" + async with session_manager.run(): + print("Application started with StreamableHTTP session manager!") + try: + yield + finally: + print("Application shutting down...") + + return Starlette( + debug=debug, + routes=[ + Route("/sse", endpoint=handle_sse), + Mount("/mcp", app=handle_streamable_http), + Mount("/messages/", app=sse.handle_post_message), + # adding this as URL path + Route("/upload", endpoint=handle_file_upload, methods=["POST"]), + ], + lifespan=lifespan, + ) + + +# added function for handle file upload +async def handle_file_upload(request: Request) -> JSONResponse: + """ + handle file upload api + """ + try: + body = await request.json() + filename = body.get("filename") + file_content_base64 = body.get("file_content_base64") + logging.info("process upload") + logging.info(filename) + logging.info(file_content_base64) + if not filename: + return JSONResponse({"error": "Filename is required"}, status_code=400) + + if not file_content_base64: + return JSONResponse({"error": "file_content_base64 is required"}, status_code=400) + filename = os.path.basename(filename) + file_path = os.path.join("/tmp/", filename) + logging.info("start processing") + try: + file_data = base64.b64decode(file_content_base64) + except Exception as e: + logging.info(e) + return JSONResponse({"error": f"Invalid base64 data: {str(e)}"}, status_code=400) + os.makedirs("/tmp", exist_ok=True) + + with open(file_path, "wb") as f: + f.write(file_data) + + if os.path.exists(file_path): + file_size = os.path.getsize(file_path) + logging.info(f"File saved successfully: {file_path}, size: {file_size} bytes") + + return JSONResponse( + { + "status": "success", + "message": "File saved successfully", + "filename": filename, + "file_path": file_path, + "file_size": file_size, + } + ) + else: + return JSONResponse({"error": "Failed to save file"}, status_code=500) + + except json.JSONDecodeError: + logging.info(json.JSONDecodeError) + return JSONResponse({"error": "Invalid JSON in request body"}, status_code=400) + except Exception as e: + logging.error(f"Error handling file upload: {str(e)}") + return JSONResponse({"error": f"Internal server error: {str(e)}"}, status_code=500) + + +# Main entry point +def main(): + mcp_server = mcp._mcp_server # pyright: ignore[reportPrivateUsage] + logging.info("start MCP server at 0.0.0.0:3001") + starlette_app = create_starlette_app(mcp_server, debug=True) + uvicorn.run( + starlette_app, + host="0.0.0.0", + port=3001, + ) + + +if __name__ == "__main__": + main() diff --git a/examples/servers/homebrewupload/pyproject.toml b/examples/servers/homebrewupload/pyproject.toml new file mode 100644 index 0000000000..81c9603abd --- /dev/null +++ b/examples/servers/homebrewupload/pyproject.toml @@ -0,0 +1,14 @@ +[project] +name = "mcp-homebrewupload" +version = "0.1.0" +description = "A homebrew style mcp server with file upload feature" +readme = "README.md" +requires-python = ">=3.10" +license = { text = "MIT" } +dependencies = [ + "markitdown[all]>=0.1.3", + "mcp", +] + +[tool.uv.sources] +mcp = { workspace = true } diff --git a/uv.lock b/uv.lock index 5cc1c26195..428ad3795f 100644 --- a/uv.lock +++ b/uv.lock @@ -1,11 +1,23 @@ version = 1 revision = 3 requires-python = ">=3.10" +resolution-markers = [ + "python_full_version >= '3.13' and sys_platform == 'win32'", + "python_full_version == '3.12.*' and sys_platform == 'win32'", + "python_full_version == '3.11.*' and sys_platform == 'win32'", + "python_full_version < '3.11' and sys_platform == 'win32'", + "python_full_version >= '3.13' and sys_platform != 'win32'", + "python_full_version == '3.12.*' and sys_platform != 'win32'", + "python_full_version == '3.11.*' and sys_platform != 'win32'", + "python_full_version < '3.11' 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