发现优秀的 MCP 服务器

Azure ML MCP Server

Deploys an MCP server on Azure Container Apps that exposes Azure ML managed online endpoints as tools, enabling AI agents like Azure AI Foundry to invoke machine learning models via natural language.

closeread-verify

Provides verified dependency-audit verdicts for AI agents, checking installed versions against OSV advisories and splitting direct vs transitive dependencies.

devtools-mcp

A comprehensive toolkit of 23 developer utilities that enables AI assistants to perform tasks like encoding, cryptography, and data generation locally without requiring API keys. It streamlines workflows by providing tools for JWT decoding, UUID generation, regex testing, and JSON formatting directly within the chat interface.

Mineru MCP Server

Enables document parsing through the Mineru API with support for multiple formats (PDF, DOC, DOCX, PPT, images), OCR, formula recognition, and table extraction in multiple languages.

Sage MCP

A multi-tenant MCP server platform that hosts isolated MCP servers with OAuth/API key authentication for 23+ services, enabling integration with Claude Desktop and other clients via a web interface and CLI.

password_generator20

Generates passwords with customizable length, special characters, numbers, and umlauts via the Password Generator20 API.

ERPipe

Enables AI agents to interact with Odoo ERP through natural language, providing tools and prompts for data operations and record management.

aso-audit-mcp

Model Context Protocol (MCP) server for App Store Optimization. Score your App Store / Google Play listing metadata, check character limits, and clean up the iOS keyword field — right inside Claude, Cursor, or any MCP client.

Optimist MCP Server

An intelligent code optimization MCP server that analyzes and improves codebases across multiple dimensions including performance, memory, code smells, and complexity.

godot-mcp

Enables MCP clients to inspect, validate, test, export, and query Godot projects, including live state from an open editor via a bridge addon.

RendShot MCP Server

Enables AI agents to generate images from HTML/CSS, capture URL screenshots, and manage reusable templates through the RendShot API. Provides tools for rendering visual content programmatically within AI workflows.

MCP-Serve 多语言翻译服务

A custom MCP protocol service that enhances AI models by providing multilingual translation capabilities and resource management, allowing for automatic text extraction and translation through external APIs.

Gmail MCP Assistant

Enables Claude to read unread emails and create draft responses using the Gmail API.

MCP Server - Twitter NoAuth

一个无头的 MCP 服务器，提供 Twitter API 访问，无需本地凭据设置，即可实现核心 Twitter 操作，例如搜索推文、获取用户推文、发布推文和回复推文。

mcp-screenshot

为 macOS 提供屏幕截图和 OCR 功能。

Quality Screener MCP Server

Enables AI agents to screen and filter stock universe, compute custom quality scores, inspect score history, manage scoring systems, and generate shareable screen links, acting as the signed-in user.

AI-Code-Reviewer

An installable MCP server that reviews diffs/PRs against a target repository's own coding conventions, learned via RAG over its code, docs, and lint config, citing specific file:line sources.

maiat-protocol

Trust infrastructure for the agent economy.

Google Workspace MCP Server

Provides read/write access to Google Sheets and Google Docs through MCP tools, enabling operations like reading sheets, appending rows, and editing documents.

UK Property Data

UK property data MCP server — Land Registry comps, EPC, Rightmove, rental yields, stamp duty, Companies House. 13 tools.

pyBTMCP

A BLE fitness device simulator that enables AI agents to control simulated heart rate monitors, treadmills, and cycling trainers via the Model Context Protocol. It integrates ESP32 firmware, an MQTT broker, and a FastAPI backend for comprehensive device management and real-time interaction.

Workplace Program Detector MCP Server

MCP server that wraps the Apify Workplace Program Detector actor, taking a company domain and returning the employee programs it publishes, such as ERGs, DEI, wellbeing, parental leave, and volunteering.

Weather MCP Server

Okay, here's the translation of "MCP Server 和风天气API例子" and some context to help you understand what it means and how to use it: **Translation:** * **MCP Server:** MCP服务器 (MCP fúwùqì) * **和风天气API:** 和风天气API (Héfēng Tiānqì API) * **例子:** 例子 (lìzi) **Full Translation:** MCP服务器 和风天气API 例子 **Pinyin:** MCP fúwùqì Héfēng Tiānqì API lìzi **Meaning:** MCP Server HeWeather API Example(s) **Explanation and Context:** This phrase likely refers to examples of how to use the HeWeather API (a popular weather API in China) within the context of an MCP Server. An MCP Server could be a server running a Minecraft mod, or some other type of server. **To provide a more helpful example, I need more information. Specifically, what kind of MCP server are you using? For example:** * **Are you using a Minecraft MCP server?** If so, what modding framework are you using (Forge, Fabric, etc.)? * **What programming language are you using?** (Java, Python, etc.) * **What specific weather data do you want to retrieve?** (Current conditions, forecast, etc.) **However, I can give you a general example of how to use the HeWeather API in Python (which is a common language for server-side scripting):** ```python import requests import json # Replace with your HeWeather API key API_KEY = "YOUR_HEWEATHER_API_KEY" # Replace with the city you want weather data for (e.g., Beijing) CITY = "Beijing" # API endpoint for current weather conditions URL = f"https://devapi.qweather.com/v7/weather/now?location={CITY}&key={API_KEY}" try: response = requests.get(URL) response.raise_for_status() # Raise an exception for bad status codes data = response.json() if data["code"] == "200": current_weather = data["now"] temperature = current_weather["temp"] condition = current_weather["text"] print(f"Current weather in {CITY}:") print(f"Temperature: {temperature}°C") print(f"Condition: {condition}") else: print(f"Error: {data['code']} - {data['status']}") except requests.exceptions.RequestException as e: print(f"Request error: {e}") except json.JSONDecodeError as e: print(f"JSON decode error: {e}") ``` **Explanation of the Python Example:** 1. **Import Libraries:** Imports the `requests` library for making HTTP requests and the `json` library for parsing JSON data. 2. **API Key and City:** You **MUST** replace `"YOUR_HEWEATHER_API_KEY"` with your actual HeWeather API key. You can get one by signing up for a free account on the HeWeather website ([https://www.qweather.com/en/](https://www.qweather.com/en/)). Also, replace `"Beijing"` with the city you want weather data for. 3. **API Endpoint:** Constructs the URL for the HeWeather API endpoint to retrieve current weather conditions. 4. **Make the Request:** Uses `requests.get()` to make a GET request to the API endpoint. 5. **Error Handling:** `response.raise_for_status()` checks for HTTP errors (like 404 Not Found). 6. **Parse JSON:** Parses the JSON response from the API using `response.json()`. 7. **Check Status Code:** Checks the `code` field in the JSON response. `"200"` indicates success. 8. **Extract Data:** Extracts the temperature and weather condition from the `now` object in the JSON data. 9. **Print Results:** Prints the weather information to the console. 10. **Error Handling (Exceptions):** Includes `try...except` blocks to handle potential errors during the request or JSON parsing. **Important Notes:** * **Get an API Key:** You *must* register for a HeWeather API key to use their service. * **API Usage Limits:** Be aware of the API usage limits for your HeWeather account. The free tier has limitations. * **Location Codes:** HeWeather uses specific location codes. You can use their API to find the correct code for a city. * **MCP Server Integration:** To integrate this into your MCP server, you would need to adapt this code to run within your server's environment. This will depend on the specific server framework you are using. For example, if you are using a Minecraft Forge server, you would need to create a Forge mod that uses this code to fetch weather data and then display it in the game. **To get a more specific example, please provide more details about your MCP server and what you are trying to achieve.**

mcp-tung-shing

一个用于中国黄历（黄历/通胜/通胜）吉凶计算的模型上下文协议插件

Convertway WhatsApp MCP Server

Enables sending WhatsApp, SMS, and Email messages via the Convertway API, with tools for template management, delivery status, and conversation logging.

Living Atlas MCP

Enables local tools to interact with a private-first knowledge graph, with full CRUD access to authorized data while remote AI providers only see approved plaintext through policy-scoped MCP surfaces.

ai-first-scraper-mcp

Ad-free web scraping and search exposed as 3 MCP tools. fetch_page, fetch_pages_batch, search_web. Works with Claude Desktop, Cursor, Cline.

youtube-transcript-mcp

Fetches YouTube transcripts and metadata (title, channel, duration) for URLs, using subtitles or on-device Whisper STT when no subtitles are available, enabling chat-based YouTube video analysis.

Typefully MCP Server

Enables AI assistants to create and manage Twitter drafts through Typefully, including creating single tweets or threads, scheduling posts, and retrieving scheduled or published drafts.