Discover Awesome MCP Servers

beatlyzer-mcp

Enables AI agents to analyze audio files, extracting tempo, key, beat drops, volume surges, high tones, loudness, brightness, and structure, and returning structured JSON and visualizations.

github-issue-tracker

A simple MCP server built with MCPize providing hello and echo tools for demonstration purposes.

TogoMCP

An MCP server that gives AI assistants access to biological and biomedical RDF databases via SPARQL at the RDF Portal, as well as selected REST APIs (NCBI E-utilities, UniProt, ChEMBL, PDB, Reactome, Rhea, MeSH, and more).

Change Risk Assessor MCP Server

Assesses code change risk with ultra-low token budget (50-100 tokens) and provides structured risk metadata for AI agents in IDEs.

Shift MCP Server

A lightweight coordination layer for multiple AI agents working on the same codebase, providing check-in and check-out tools via STDIO or Streamable HTTP.

coolify-mcp

Fleet-level MCP server for Coolify that supports multiple instances and teams from one connection, with full REST API coverage and cross-instance search.

Dear Agent

Automatically maintains a personal journal on behalf of an AI agent, storing text, photos, and voice notes as plain markdown files locally. Enables agents to add entries, recall memories, and reflect on patterns without user intervention.

wems-mcp-server

A powerful MCP server that connects AI assistants to authoritative natural hazard data sources, enabling monitoring of earthquakes, tsunamis, volcanoes, and solar events with configurable alerts and webhooks.

figma-to-markdown-mcp

Converts Figma to Markdown. Strips out visual noise to drastically reduce LLM token consumption.

Ai Doctor Api Ai Medical Chatbot Healthcare Ai Assistant MCP Server

Provides access to an AI medical chatbot API for healthcare assistance, enabling natural language interactions such as neurosurgery queries.

doctrine

MCP server exposing 33 software engineering skills grounded in named primary standards, covering the development lifecycle from TDD and code review to incident response and deployment.

rust-mcp-tutorial

好的，这是 "rustでmcp serverのお試し" 的中文翻译： **使用 Rust 尝试 MCP 服务器** 更自然的说法可能是： **用 Rust 尝试搭建 MCP 服务器** 或者更口语化： **用 Rust 试试 MCP 服务器** 选择哪个翻译取决于你想要表达的细微差别。 "搭建" 更强调了建立服务器的过程。

mcp_docs_server

Okay, to help you build an MCP (Mod Coder Pack) server, I need to understand what you're trying to achieve. MCP itself isn't a server, but a toolset for decompiling, deobfuscating, and re-compiling Minecraft code to make modding easier. You likely want to set up a development environment that *uses* MCP to create mods, and then test those mods on a Minecraft server. Here's a breakdown of the process and the help I can provide, along with common scenarios: **Understanding the Goal:** * **Are you trying to create a Minecraft server to *test* your mods?** This is the most common scenario. You'll use MCP to develop the mods, and then run a standard Minecraft server (Vanilla, Forge, Fabric, etc.) to test them. * **Are you trying to *modify* the server code itself using MCP?** This is a much more advanced scenario. It involves decompiling the server, making changes, and recompiling. It's generally not recommended unless you have a very specific reason. * **Are you trying to create a *modded* server for others to play on?** This involves installing mods (that you or others have created) onto a standard Minecraft server. **I'll assume you want to create a Minecraft server to *test* your mods, which is the most common use case. Here's a general outline and how I can help:** **1. Setting up your Development Environment (using MCP):** * **Download and Install MCP:** * Find the correct MCP version for the Minecraft version you're targeting. MCP is version-specific. A good place to start is often the MinecraftForge forums or related modding communities. * Follow the MCP installation instructions. This usually involves extracting the MCP archive to a directory. * **Decompile Minecraft:** * Use the MCP scripts (usually `decompile.bat` or `decompile.sh`) to decompile the Minecraft client and server. This will extract the source code. This is a crucial step. * **Set up your IDE (Integrated Development Environment):** * **IntelliJ IDEA (Recommended):** IntelliJ IDEA is a popular and powerful IDE for Java development. It has excellent support for Minecraft modding. * **Eclipse:** Another popular IDE. * Configure your IDE to use the MCP environment. This usually involves importing the MCP project into your IDE. MCP provides scripts to generate IDE-specific project files (e.g., `eclipse.bat` or `idea.bat`). * **Create your Mod Project:** * Within your IDE, create a new Java project or module. * Configure your project to depend on the MCP libraries. This allows you to use Minecraft classes and methods in your mod. * **Write your Mod Code:** This is where you actually write the Java code for your mod. **2. Setting up the Minecraft Server:** * **Choose a Server Type:** * **Vanilla:** The standard, unmodified Minecraft server. You'll need to use a mod loader (Forge or Fabric) to run mods on it. * **Forge:** A popular mod loader that provides a framework for mods to interact with Minecraft. Download the Forge installer for the Minecraft version you're using. * **Fabric:** Another mod loader, known for being lightweight and fast. Download the Fabric installer. * **Install the Server:** * **Vanilla:** Download the Minecraft server JAR file from the official Minecraft website. * **Forge/Fabric:** Run the Forge/Fabric installer and choose the "Install server" option. This will create the necessary server files. * **Configure the Server:** * Edit the `server.properties` file to configure server settings (e.g., port, game mode, difficulty). * **Install your Mod (and any dependencies):** * Place your mod's JAR file (the one you built in your IDE) into the `mods` folder in your server directory. If your mod has dependencies (other mods it relies on), you'll need to install those as well. * **Run the Server:** * Start the server using the appropriate command (e.g., `java -jar server.jar` or `java -Xmx4G -Xms4G -jar forge-xxx.jar nogui`). Adjust the memory allocation (`-Xmx4G -Xms4G`) as needed. **3. Testing and Debugging:** * **Connect to the Server:** Launch your Minecraft client and connect to the server's IP address and port. * **Test your Mod:** Verify that your mod is working as expected. * **Debug:** If you encounter issues, use your IDE's debugger to step through your code and identify the problem. Server logs are also invaluable for debugging. **How I can help you *specifically*:** To give you the best help, please tell me: * **What Minecraft version are you targeting?** (e.g., 1.20.1, 1.19.2, 1.16.5) * **Which mod loader are you using?** (Forge or Fabric) If you're not sure, start with Forge. * **What IDE are you using?** (IntelliJ IDEA, Eclipse, etc.) * **What specific problems are you encountering?** (e.g., "I can't decompile Minecraft," "My mod isn't loading on the server," "I'm getting a NullPointerException") * **What have you tried so far?** **Example Questions you might ask me:** * "I'm using Minecraft 1.18.2 and Forge. How do I set up my IntelliJ IDEA project to use the MCP libraries?" * "I'm getting an error when I run `decompile.bat`. The error message is '...' What does this mean?" * "My mod is crashing the server with a NullPointerException. How can I use the debugger to find the problem?" * "How do I add a new block to the game using Forge?" **Translation of Key Terms:** * **MCP (Mod Coder Pack):** 模组编码包 (Mózǔ biānmǎ bāo) * **Minecraft Server:** 我的世界服务器 (Wǒ de shìjiè fúwùqì) * **Mod:** 模组 (Mózǔ) * **Forge:** Forge (usually kept in English) * **Fabric:** Fabric (usually kept in English) * **Decompile:** 反编译 (Fǎnbiānyì) * **IDE (Integrated Development Environment):** 集成开发环境 (Jíchéng kāifā huánjìng) * **IntelliJ IDEA:** IntelliJ IDEA (usually kept in English) * **Eclipse:** Eclipse (usually kept in English) * **Server.properties:** 服务器配置文件 (Fúwùqì pèizhì wénjiàn) * **Mods Folder:** 模组文件夹 (Mózǔ wénjiànjiā) I'm ready to help you with specific steps once you provide more information. Good luck!

Obsidian Diary MCP Server

Enables AI-powered journaling in Obsidian with dynamic reflection prompts generated from recent entries and automatic backlinks between related diary entries. Supports adaptive templates that learn from writing patterns and smart content similarity linking.

World Time By Api Ninjas

Enables querying current date and time information by city/state/country, geographic coordinates (latitude/longitude), or timezone using the API Ninjas World Time API.

Gmail MCP Server

Provides complete Gmail API integration for email management, including sending/receiving messages, managing labels and threads, creating drafts, and configuring settings through OAuth2 authentication.

LinkedIn Content Planner MCP

Enables AI agents to draft, format, and manage LinkedIn posts through a review pipeline, with human approval via a web UI before publication.

Getting Started with Create React App

用于 MCP 服务器测试的 React 应用程序

multimodal-mcp

Gives any MCP client (OpenCode, Claude Code, Claude Desktop, Cursor, etc.) the ability to process images by automatically converting them to text descriptions using a vision model, so that text-only LLMs can handle image-based queries.

caseware-ai-procurement-knowledge-platform

Enables AI assistants to retrieve, search, and compare procurement documents using hybrid retrieval and MCP integration.

safemap-uv-index-mcp

This MCP server provides UV index information for South Korean cities and districts, sourced from the Ministry of the Interior and Safety's living safety map, enabling filtered lookups by region and returning index values with occurrence times.

Tribunal TRT1: Consulta Processual

Enables querying labor court proceedings from TRT1 (Tribunal Regional do Trabalho da 1ª Região) directly from AI assistants, with read-only access and prepaid credit billing.

Light DevOps MCP Server

Enables AI agents to query build/deploy status and request operations on a self-hosted Docker/Compose deployment platform, with Observer and Operator skills and approval-based write actions.

SQLite MCP Server

A Model Context Protocol server that enables SQL operations (SELECT, INSERT, UPDATE, DELETE) and table management through a standardized interface with SQLite databases.

SIMPA

SIMPA is a Model Context Protocol (MCP) service that learns from every interaction to continuously improve prompt quality. It remembers what worked, refines what didn't, and automatically selects the best prompts for any situation.

Apple Health MCP

Local-first MCP server that reads Apple Health export files (export.xml/zip) and exposes activity, sleep, HRV, and workout data to AI agents, keeping all data on your machine.

Google Workspace MCP

Enables interaction with Google Sheets, Docs, Slides, and Drive through a remote MCP server hosted on Cloudflare Workers, with OAuth authentication and Claude-native connect.

attest-mcp

MCP server for Spazio Genesi's attestation service that enables AI agents to attest, verify, and check digital works with full privacy, as file bytes never leave the device.