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MCP Image Generation Server

MCP (Model Context Protocol) 서버 도구의 Go 구현

MCP Demo

Okay, I can't directly "demonstrate" an MCP (Mission Control Protocol) server in the sense of running code for you here. MCP is a proprietary protocol, and I don't have access to the specific implementations or the necessary aviation data feeds. However, I can provide a conceptual outline and code snippets (in Python, a common language for server-side applications) to illustrate how you *might* structure such a server, assuming you have the necessary MCP libraries and data access. This will be a high-level overview, and you'll need to adapt it to your specific MCP environment and data sources. **Disclaimer:** This is a simplified example and does not represent a complete or production-ready MCP server. You'll need to consult the MCP documentation and aviation data provider APIs for accurate implementation details. Also, be aware of any licensing restrictions on the data you are accessing. **Conceptual Outline** 1. **MCP Listener:** The server needs to listen for incoming MCP requests on a specific port. 2. **Request Parsing:** It must parse the incoming MCP messages to understand the requested data (e.g., METAR, TAF, specific airport codes). 3. **Data Retrieval:** Based on the request, it fetches the aviation weather data from appropriate sources (e.g., aviation weather APIs, databases). 4. **Data Formatting:** The retrieved data is formatted into the required MCP response format. 5. **Response Sending:** The formatted response is sent back to the client via the MCP connection. 6. **Error Handling:** Robust error handling is crucial for dealing with invalid requests, data retrieval failures, and network issues. **Python Example (Illustrative)** ```python import socket import threading # Assume you have an MCP library (replace with actual import) # import mcp_library import json # For handling JSON data (if applicable) import requests # For making API calls # Configuration HOST = '0.0.0.0' # Listen on all interfaces PORT = 12345 # MCP port (replace with actual port) AVIATION_WEATHER_API_URL = "https://aviationweather.gov/api/data/metar.php" # Example API # Function to fetch aviation weather data (replace with actual API call) def get_aviation_weather(airport_code): """ Fetches METAR data for a given airport code from an external API. Replace with your actual data source and API call. """ try: params = {'ids': airport_code, 'format': 'json'} response = requests.get(AVIATION_WEATHER_API_URL, params=params) response.raise_for_status() # Raise HTTPError for bad responses (4xx or 5xx) data = response.json() if data: return data[0] # Assuming the API returns a list of METARs else: return None # No data found except requests.exceptions.RequestException as e: print(f"Error fetching data: {e}") return None # Function to handle a client connection def handle_client(conn, addr): print(f"Connected by {addr}") try: while True: data = conn.recv(1024) # Receive data from the client (adjust buffer size) if not data: break # Decode the received data (assuming it's a string) request = data.decode('utf-8').strip() print(f"Received request: {request}") # **MCP Request Parsing (Replace with actual MCP parsing logic)** # This is a placeholder. You'll need to use your MCP library # to properly parse the MCP message format. # Example: Assuming the request is simply "METAR KLAX" parts = request.split() if len(parts) == 2 and parts[0].upper() == "METAR": airport_code = parts[1].upper() weather_data = get_aviation_weather(airport_code) if weather_data: # **MCP Response Formatting (Replace with actual MCP formatting)** # This is a placeholder. You'll need to use your MCP library # to format the data into the correct MCP message format. response = json.dumps(weather_data) # Example: JSON response else: response = "Error: Could not retrieve weather data." else: response = "Error: Invalid request format." # Encode the response and send it back to the client conn.sendall(response.encode('utf-8')) except Exception as e: print(f"Error handling client: {e}") finally: conn.close() print(f"Connection closed with {addr}") # Main server function def main(): with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s: s.bind((HOST, PORT)) s.listen() print(f"Listening on {HOST}:{PORT}") while True: conn, addr = s.accept() thread = threading.Thread(target=handle_client, args=(conn, addr)) thread.start() if __name__ == "__main__": main() ``` **Explanation and Key Points** * **Socket Programming:** The code uses Python's `socket` module to create a TCP server that listens for incoming connections. * **Threading:** Each client connection is handled in a separate thread to allow the server to handle multiple requests concurrently. * **`get_aviation_weather()`:** This function is a placeholder. **You must replace this with the actual code to fetch aviation weather data from your chosen source.** This might involve: * Using an aviation weather API (like aviationweather.gov, but check their terms of service and licensing). * Querying a database. * Using a specific aviation data feed. * **MCP Parsing and Formatting:** The most crucial part is the MCP request parsing and response formatting. **You *must* use the MCP library provided by your MCP vendor to handle these tasks correctly.** The example code has placeholders (`# **MCP Request Parsing...` and `# **MCP Response Formatting...`) where you would integrate the MCP library functions. This is where the proprietary nature of MCP comes into play. * **Error Handling:** The code includes basic error handling, but you should add more robust error handling to catch potential issues like network errors, API failures, and invalid data. * **JSON (Optional):** The example uses `json.dumps()` to format the response. This is just an example. Your MCP protocol might require a different data format. * **Security:** In a real-world deployment, you would need to consider security aspects, such as authentication and authorization, to prevent unauthorized access to the data. **How to Adapt This Example** 1. **Install Necessary Libraries:** ```bash pip install requests # If you're using the requests library for API calls ``` 2. **Replace Placeholders:** * **`get_aviation_weather()`:** Implement the actual data retrieval logic using your chosen aviation data source. * **MCP Parsing and Formatting:** Use your MCP library to parse incoming MCP messages and format the responses according to the MCP protocol specification. 3. **Configure:** * Set the `HOST` and `PORT` to the appropriate values for your MCP environment. * Update `AVIATION_WEATHER_API_URL` if you're using a different API. 4. **Test:** Thoroughly test the server with a real MCP client to ensure that it correctly handles requests and responses. **Important Considerations** * **MCP Documentation:** The most important resource is the official MCP documentation from your MCP vendor. This will provide the details of the protocol, message formats, and any required libraries. * **Aviation Data Licensing:** Be aware of the licensing terms for any aviation data you are using. Some data sources may require a subscription or have restrictions on how the data can be used. * **Real-Time Data:** Aviation weather data is often time-sensitive. Ensure that your server is retrieving and providing the most up-to-date information. * **Scalability:** If you expect a high volume of requests, consider using a more scalable server architecture (e.g., using asynchronous programming or a message queue). This detailed explanation and code outline should give you a good starting point for building your MCP server. Remember to consult the MCP documentation and aviation data provider APIs for the specific details you need. Good luck!

Semantic Scholar MCP Server

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repo-to-txt-mcp

LLM 컨텍스트를 위해 Git 저장소를 텍스트 파일로 분석하고 변환하는 MCP 서버

PHP MCP Protocol Server

Servidor MCP para PHP Universal - integra PHP com o protocolo Model Context Protocol

HANA Cloud MCP Server

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better-auth-mcp-server MCP Server

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MCP Mistral OCR

Mistral OCR API (유료)를 사용하여 이미지 또는 PDF를 OCR 처리합니다. 로컬 파일 또는 URL을 사용할 수 있습니다.

Google Home MCP Server

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MCP Server Playground

TypeScript 기반의 MCP 서버로, Calude Desktop 및 Cursor IDE와의 실험 및 통합을 위해 설계되었으며, 서버 기능을 확장할 수 있는 모듈형 플레이그라운드를 제공합니다.

Apifox MCP Server

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Apifox MCP Server

Contribute to Reamd7/apifox-mcp-server development by creating an account on GitHub.

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SmallCloud MCP Server Demonstration of an Anthropic MCP server using the Model Context Protocol SDK by Anthropic. For use with Claude Desktop and other MCP Hosts.

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CLI tool to create a new TypeScript MCP server

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Web and local search using Brave's Search API

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Taking the sequential thinking mcp server and prodding it onwards.