Discover Awesome MCP Servers

PostgreSQL API SSH MCP Server

A universal MCP server that enables AI agents to securely manage PostgreSQL databases, make API requests, and execute SSH commands with features for database analysis, schema editing, and data operations.

GitLab MCP Server

Connects AI assistants to GitLab projects, enabling natural language queries to view merge requests, code reviews, discussions, pipeline test results, and respond to comments directly from chat.

Another™ MCP Server for Binary Ninja

Mais um servidor MCP™ para Binary Ninja com superpoderes 🥵

Jentic

Jentic

YouTube MCP Server Enhanced

Enables comprehensive YouTube data extraction and analysis using yt-dlp, including video metadata, channel statistics, playlists, comments, transcripts, search, trending videos, and engagement analytics with intelligent caching and batch processing.

Enhanced Reablocks MCP Server

A Model Context Protocol server that generates production-ready React components using the Reablocks design system through natural language processing.

1C Templates MCP Server

Provides storage, searching, and retrieval of 1C (BSL) code templates with a built-in web interface for easy template management. It enables AI assistants to fetch specific boilerplate code directly into editors using natural language search.

Jina Reader MCP Server

Jina Reader MCP Server

Zoom API MCP Server

An MCP Server that enables interaction with Zoom's API through the Multi-Agent Conversation Protocol, allowing users to access and control Zoom's functionality via natural language commands.

Video Quality MCP Server

Enables comprehensive video quality analysis including metadata extraction, GOP structure analysis, quality metrics comparison (PSNR, SSIM, VMAF), artifact detection, and transcoding effect assessment through FFmpeg-based tools.

Canvas MCP Server

Permite que assistentes de IA como o Claude interajam com o Canvas LMS através da API do Canvas, fornecendo ferramentas para gerenciar cursos, anúncios, rubricas, tarefas e dados de alunos.

Spring Web to MCP Converter 🚀

Converting a Spring REST API to an MCP (Minecraft Coder Pack) server using OpenRewrite is a complex task that involves significant architectural changes. It's not a simple "translation" but a complete rewrite leveraging MCP's structure and Minecraft's API. Here's a breakdown of the challenges, the general approach, and a conceptual outline of how OpenRewrite could *assist* in certain aspects of the process. **Understanding the Challenge** * **Different Paradigms:** Spring REST APIs are built on HTTP requests and responses, typically using JSON or XML for data exchange. MCP servers operate within the Minecraft environment, interacting with the game world, players, and other mods directly. There's no direct equivalent of HTTP requests. * **Minecraft API:** MCP servers rely on the Minecraft API (accessed through MCP's deobfuscated names) to interact with the game. This API is vastly different from the Spring framework. * **Event-Driven Architecture:** Minecraft modding is heavily event-driven. You'll need to hook into Minecraft's event system (e.g., `LivingEvent.LivingUpdateEvent`, `PlayerEvent.PlayerLoggedInEvent`) to trigger your logic. * **Data Persistence:** Spring often uses databases for persistence. Minecraft mods typically use configuration files or NBT data stored within the world. * **Threading:** Minecraft's main thread is critical. Long-running operations must be offloaded to separate threads to avoid freezing the game. **General Approach (Not a Direct Translation)** 1. **Conceptual Mapping:** Identify the core functionalities of your Spring REST API and how they could be represented within Minecraft. For example: * **REST Endpoint `/users/{id}` (GET):** Could become a command that a player executes in-game (`/getuser <id>`) or a system that automatically displays user information when a player interacts with a specific block. * **REST Endpoint `/items` (POST):** Could become a crafting recipe or a command that allows players to create items. * **Data Persistence:** Decide how to store data. Configuration files (e.g., JSON, TOML) are common for mod settings. NBT data can be attached to items, blocks, or entities for more complex data. 2. **MCP Project Setup:** Create a new MCP project using the appropriate version of Minecraft. Follow MCP's setup instructions. 3. **Event Handling:** Identify the Minecraft events that will trigger your logic. Register event handlers using Forge's event bus. 4. **Command Registration:** If you're using commands, register them using Forge's command system. 5. **Data Storage Implementation:** Implement the chosen data storage mechanism (configuration files, NBT data). 6. **Logic Implementation:** Rewrite the core logic of your API to work within the Minecraft environment, using the Minecraft API and event handlers. **How OpenRewrite Can Assist (Limited Scope)** OpenRewrite is primarily designed for refactoring and code modernization within a single language (Java in this case). It can't magically translate between fundamentally different architectures. However, it *could* help with some specific tasks: * **Code Style and Formatting:** Ensure your MCP code adheres to Minecraft modding conventions. OpenRewrite can apply formatting rules and code style guidelines. * **Dependency Updates:** Manage dependencies within your MCP project. OpenRewrite can help update Forge versions or other libraries. * **Simple Code Transformations:** If you have common utility functions or data structures that need to be adapted, OpenRewrite could automate some of the simpler transformations. For example, renaming classes or methods. * **Finding and Replacing:** OpenRewrite's find and replace capabilities can be useful for making consistent changes across your codebase. **Example: Using OpenRewrite for a Simple Transformation (Illustrative)** Let's say your Spring API used a class called `User` with a method `getName()`. You want to rename it to `MinecraftUser` and `getUsername()` in your MCP project. 1. **Create an OpenRewrite Recipe (Java):** ```java import org.openrewrite.*; import org.openrewrite.java.JavaParser; import org.openrewrite.java.RenameClass; import org.openrewrite.java.RenameMethod; import org.openrewrite.java.tree.J; import org.openrewrite.java.tree.JavaType; import org.openrewrite.java.tree.TypeUtils; import java.util.List; public class SpringToMcpRefactoring extends Recipe { @Override public String getDisplayName() { return "Refactor Spring User class to MinecraftUser"; } @Override public String getDescription() { return "Renames the User class to MinecraftUser and the getName() method to getUsername()."; } @Override public List<SourceFile> visit(List<SourceFile> before, ExecutionContext ctx) { return before.stream() .map(sourceFile -> { J.CompilationUnit cu = (J.CompilationUnit) sourceFile; // Rename the class SourceFile renamedClass = (SourceFile) new RenameClass("com.example.spring.User", "com.example.mcp.MinecraftUser", true).visit(cu, ctx); cu = (J.CompilationUnit) renamedClass; // Rename the method SourceFile renamedMethod = (SourceFile) new RenameMethod("com.example.mcp.MinecraftUser getName()", "getUsername()", true).visit(cu, ctx); cu = (J.CompilationUnit) renamedMethod; return (SourceFile) cu; }) .toList(); } } ``` 2. **Configure OpenRewrite:** Set up OpenRewrite to run on your MCP project. This typically involves adding the OpenRewrite Maven or Gradle plugin. 3. **Run the Recipe:** Execute the OpenRewrite recipe. It will automatically rename the class and method in your codebase. **Important Considerations:** * **Manual Effort:** The vast majority of the conversion will require manual coding and architectural design. * **Minecraft API Knowledge:** You'll need a strong understanding of the Minecraft API and Forge modding. * **Testing:** Thoroughly test your MCP server to ensure it functions correctly and doesn't introduce bugs or crashes. **In summary, while OpenRewrite can assist with some specific code transformations, it cannot automate the entire process of converting a Spring REST API to an MCP server. The conversion requires a deep understanding of both technologies and a significant amount of manual coding.** Focus on understanding the core functionalities of your API and how they can be implemented within the Minecraft environment using the Minecraft API and Forge modding framework.

GitLab-MCP-Server

Espelho de

GitLab MCP Server

Connects AI assistants to GitLab projects, enabling natural language queries for merge requests, code reviews, pipeline status, test reports, and discussion management.

lsfusion-mcp

Enables RAG-powered documentation search using OpenAI embeddings and Pinecone vector database. Provides an extensible framework for adding additional tools with support for both local STDIO and production HTTP transports.

Auth0 OIDC MCP Server

A MCP server that requires user authentication via Auth0, allowing it to call protected APIs on behalf of authenticated users.

mcp-apple

Provides tools to search for apps and music via the iTunes Search API and monitor the operational status of various Apple system services.

Google Analytics MCP Server

Enables AI agents to interact with Google Analytics 4 data, providing tools for historical reporting, real-time activity monitoring, and property management. It supports secure service account authentication to access metrics like traffic summaries, user acquisition, and custom dimensions.

Starterbox

A meta-MCP server that helps users install and configure other MCP servers directly through Claude prompts, supporting both npm and PyPi packages.

Iris MCP

Enables Claude Code instances across different project directories to communicate and coordinate. Stay in one project while asking questions to teams in other codebases through cross-project messaging and coordination.

GoHighLevel MCP Server

Connects Claude Desktop to GoHighLevel CRM with 269+ tools for comprehensive contact management, messaging, sales pipelines, appointments, marketing automation, and e-commerce operations through natural language.

Alpaca Trading MCP Server

Um servidor de Protocolo de Contexto de Modelo que interage com a API de negociação Alpaca, permitindo que os usuários gerenciem portfólios, façam negociações e acessem dados de mercado por meio de interações em linguagem natural.

Unstructured API MCP Server

Enables interaction with the Unstructured API to manage data workflows, including creating and managing source connectors (S3, Azure, Google Drive, etc.), destination connectors (Weaviate, Pinecone, MongoDB, etc.), and workflows for document processing and data pipelines.

MCP CLI Command Server

Provides safe, controlled access to network and system diagnostic tools including ping, nmap, dig, traceroute, curl, and whois for troubleshooting connectivity, scanning ports, and performing DNS lookups through whitelisted commands with security validation.

VPS Initialize

Enables automated VPS initialization and management through SSH connections. Supports installing common services like Node.js, Nginx, and Redis, configuring domains with SSL certificates, and setting up GitHub CI/CD pipelines with deploy keys.

PromStack MCP Server

Enables Claude Desktop and other MCP-compatible tools to directly access and execute prompts from PromStack, including prompt discovery, selection recommendations, and exporting prompts as Claude Skills.

Synology MCP Server

Enables AI assistants to manage Synology NAS devices with file operations (create, delete, move, search) and Download Station control through secure authentication and session management.

Supabase MCP Server

Enables AI assistants to interact with Supabase databases through standardized CRUD operations including querying, inserting, updating, and deleting records with support for filtering, pagination, and column selection.

Memory Shell Detector MCP

A tool for detecting and cleaning Java memory shells via local or SSH remote execution. It enables AI agents to scan Java processes, analyze suspicious class code, and safely remove memory shells after user confirmation.