发现优秀的 MCP 服务器

llms-txt-mcp

Enables fast, token-efficient access to large documentation files in llms.txt format through semantic search. Solves token limit issues by searching first and retrieving only relevant sections instead of dumping entire documentation.

Yandex Metrika MCP

A Model Context Protocol (MCP) server that provides access to Yandex Metrika analytics data through various tools and functions. This server allows AI assistants and applications to retrieve comprehensive analytics data from Yandex Metrika accounts.

MCP Product Management System

A comprehensive Model Context Protocol (MCP) server for product inventory management with PostgreSQL database backend, enabling natural language queries for product information across multiple AI platforms.

Context7 MCP Server

Context7 MCP 服务器 (Context7 MCP fúwùqì)

Git Polite

Enables AI agents to intelligently organize Git changes into clean, focused commits with autopilot mode or surgical line-by-line staging precision. Supports partial staging of untracked files and handles large diffs with smart truncation.

Sonarr & Radarr MCP Server

Enables interaction with Sonarr and Radarr APIs to query media libraries, check recent additions, view upcoming releases, manage download queues, and perform searches for TV shows and movies through natural language.

Junos MCP Server

Enables LLM interactions with Juniper Junos network devices, allowing natural language access to device configuration, monitoring, and management operations through secure SSH connections.

MCP Server Examples

MCP 服务器示例：使用纯 MCP Java SDK 构建 – 无需 Spring 框架

DiffuGen

一个强大的图像生成系统，利用多个 Stable Diffusion 模型（flux-schnell、flux-dev、sdxl、sd3、sd15）来创建具有精确定制的高质量 AI 生成图像。

Semantic Search MCP Server

Enables AI agents to perform semantic search over codebases by converting natural language queries into efficient search patterns like grep and ripgrep. It utilizes LLMs to verify relevance and find code snippets that traditional keyword-based searches might miss.

Blender MCP Server

Enables AI agents to control Blender 3D through 27 tools for scene manipulation, materials, modifiers, animation, and rendering, with native Python integration built in Rust.

Clockify MCP Server

Integrates with Clockify time tracking API to retrieve user information, manage projects, and log time entries with flexible time specifications across workspaces.

MCP Agentic AI Server

A dual-server MCP implementation with task-based AI processing using Google Gemini API, featuring tool integration, real-time monitoring dashboard, and extensible framework for custom AI workflows.

IP2Location IP Geolocation MCP Server

IP Geolocation MCP server using IP2Location.io API to ease the query of geolocation information.

Memory MCP Server

Exposes local persistent memory as an MCP server with Markdown storage, PARA organization, Zettelkasten linking, and SQLite FTS5 search. Enables Claude and other MCP-compatible agents to store, organize, and retrieve knowledge with context-based recommendations through the Olima association engine.

GoHighLevel MCP Server

Connects Claude Desktop directly to GoHighLevel CRM accounts with 269+ tools across contacts, messaging, opportunities, calendars, marketing automation, e-commerce, and business operations management.

wayne-mcp-servers

我自定义的 MCP（模型上下文协议）服务器。

Fathom MCP Server

Enables LLMs to interact with Fathom.video API for managing meeting recordings, retrieving transcripts and AI-generated summaries, searching meeting content, and accessing analytics and team data.

SeedDream 4.0 Replicate MCP Server

Enables high-quality image generation using Bytedance's SeedDream 4.0 model via Replicate, supporting bilingual prompts and high-resolution 2K outputs. It allows users to create photorealistic portraits and images with accurate text layout through simple natural language commands.

MCP Google Maps

Provides access to Google Maps functionality including places search, geocoding, directions, distance calculations, elevation data, and static map generation through the Model Context Protocol interface.

Figma Structured MCP

Enables automated export, compression, and cloud upload of Figma design assets by simply providing Figma links. Supports batch processing of nodes and children, returning structured data with publicly accessible image URLs.

Notes MCP Server

一个简单的笔记存储系统，允许用户使用 Claude 创建和总结不同详细程度的笔记。 (Alternatively, a slightly more formal translation:) 一个简易的笔记存储系统，该系统允许用户利用 Claude 创建并总结具有不同详细程度的笔记。

Inoreader MCP Server

Enables intelligent RSS feed management and analysis through Inoreader integration. Supports reading articles, search, bulk operations, and AI-powered content analysis including summarization, trend analysis, and sentiment analysis.

LaTeX PDF MCP Server

Enables AI assistants to convert LaTeX source code into professionally formatted PDF documents with comprehensive error handling and local file generation capabilities.

mcp-file-server

针对 Claude Desktop 的 MCP 文件系统服务器

Okta MCP Server

Enables LLM agents to manage Okta organizations through natural language, providing full CRUD operations for users, groups, applications, policies, and system logs via Okta's Admin Management APIs.

Twilio Verify MCP Server

An MCP server that enables interaction with Twilio's Verify API, allowing users to manage phone verification services through natural language commands.

MCPStudio: The Postman for Model Context Protocol

For MCP (Minecraft Protocol) servers, using Postman directly isn't the typical workflow. The Minecraft protocol is a binary protocol, not a standard HTTP protocol that Postman is designed for. Postman excels at sending and receiving HTTP requests and displaying JSON, XML, or other text-based responses. However, you can use Postman in conjunction with a custom script or proxy to interact with an MCP server. Here's a breakdown of the approaches and considerations: **Why Postman Isn't Directly Compatible:** * **Binary Protocol:** The Minecraft protocol uses a custom binary format for communication. Postman is designed for text-based protocols like HTTP. * **Authentication:** Minecraft authentication is handled differently than standard web authentication. * **Stateful Connection:** Minecraft connections are typically stateful, maintaining a persistent connection between the client and server. Postman is designed for stateless requests. **Possible Approaches (with varying levels of complexity):** 1. **Custom Script/Proxy:** This is the most common and flexible approach. * **Concept:** You create a script (e.g., in Python, Node.js, Java) that acts as a proxy. This script: * Listens for HTTP requests from Postman. * Translates those HTTP requests into the appropriate Minecraft protocol packets. * Sends the packets to the MCP server. * Receives responses from the MCP server. * Translates the responses back into a format Postman can understand (e.g., JSON). * Sends the JSON response back to Postman. * **Example (Conceptual Python using `mcstatus` library):** ```python from flask import Flask, request, jsonify from mcstatus import JavaServer app = Flask(__name__) @app.route('/minecraft/status', methods=['GET']) def get_minecraft_status(): server_address = request.args.get('address', 'localhost:25565') # Get server address from Postman try: server = JavaServer.lookup(server_address) status = server.status() return jsonify({ "online": True, "players_online": status.players.online, "players_max": status.players.max, "version": status.version.name, "motd": status.description }) except Exception as e: return jsonify({"online": False, "error": str(e)}) if __name__ == '__main__': app.run(debug=True, port=5000) ``` * **Explanation:** * This Python code uses Flask to create a simple web server. * It uses the `mcstatus` library to query a Minecraft server. * The `/minecraft/status` endpoint accepts a server address as a query parameter. * It returns a JSON response with the server status. * **Postman Setup:** * In Postman, you would send a GET request to `http://localhost:5000/minecraft/status?address=yourserver.com:25565`. * Postman would display the JSON response from the Python script. * **Libraries:** * **Python:** `mcstatus`, `nbt`, `pymclevel` (for level data) * **Node.js:** `minecraft-protocol`, `prismarine-nbt` * **Java:** `minecraft-server-util` (for status pings), custom packet handling * **Pros:** Most flexible, allows you to implement any Minecraft protocol interaction. * **Cons:** Requires significant programming effort. You need to understand the Minecraft protocol. 2. **Pre-built Minecraft API (if available):** * Some Minecraft server implementations (e.g., some modded servers) might expose a REST API. If so, you can use Postman to interact with that API directly. * **Check the server documentation** to see if an API exists. * **Pros:** Easiest if an API is available. * **Cons:** Relies on the server providing an API, which is not standard. 3. **Wireshark (for Packet Analysis):** * While not directly using Postman, you can use Wireshark to capture and analyze the raw Minecraft protocol packets being sent between a Minecraft client and server. * This is useful for understanding the protocol and debugging your own implementations. * **Pros:** Excellent for understanding the protocol. * **Cons:** Doesn't allow you to send custom packets. **Important Considerations:** * **Minecraft Protocol Version:** The Minecraft protocol changes with each version of Minecraft. Make sure your script or library supports the correct version. * **Authentication:** You'll need to handle Minecraft authentication if you want to interact with a server that requires it. This typically involves using the Mojang authentication API. * **Server Security:** Be careful when sending custom packets to a Minecraft server. Malicious packets could potentially crash the server or cause other problems. * **Rate Limiting:** Some servers may have rate limits to prevent abuse. Be mindful of these limits when sending requests. **In summary:** Postman is not a direct tool for interacting with Minecraft servers due to the binary protocol. You'll need to use a custom script or proxy to translate between HTTP requests (from Postman) and the Minecraft protocol. The `mcstatus` library (in Python) provides a simple example for getting server status. For more complex interactions, you'll need to delve deeper into the Minecraft protocol and use more advanced libraries. If the server provides a REST API, that's the easiest way to interact with it using Postman. --- **Chinese Translation (Summary):** 由于 Minecraft 服务器使用二进制协议，Postman 无法直接与之交互。你需要使用自定义脚本或代理来在 HTTP 请求（来自 Postman）和 Minecraft 协议之间进行转换。`mcstatus` 库（在 Python 中）提供了一个获取服务器状态的简单示例。对于更复杂的交互，你需要深入研究 Minecraft 协议并使用更高级的库。如果服务器提供了 REST API，那是使用 Postman 与之交互的最简单方法。 (Simplified Chinese) 由于 Minecraft 服务器使用二进制协议，Postman 无法直接与之交互。你需要使用自定义脚本或代理来在 HTTP 请求（来自 Postman）和 Minecraft 协议之间进行转换。`mcstatus` 库（在 Python 中）提供了一个获取服务器状态的简单示例。对于更复杂的交互，你需要深入研究 Minecraft 协议并使用更高级的库。如果服务器提供了 REST API，那是使用 Postman 与之交互的最简单方法。

Pearch

This project provides a tool for searching people using the Pearch.ai, implemented as a FastMCP service.