Discover Awesome MCP Servers

Malaysian Weather MCP Server

Provides real-time weather forecasts for locations across Malaysia by fetching data directly from MET Malaysia's API. It enables AI assistants to query today's conditions and seven-day forecasts for states, districts, and towns.

Mistral OCR MCP Server

Extracts text and images from PDFs and image files using the Mistral OCR API, with a security sandbox for file writes.

strava-mcp

StravaのMCPサーバー

R2R FastMCP Server

Integrates R2R (Retrieval-Augmented Generation) with Claude Desktop, enabling semantic search across knowledge bases and RAG-based question answering with support for vector, graph, web, and document search.

artifactgraph

Enables local-first analysis of platform specifications against registries, identifying gaps and generating allowlisted code for Cursor and CLI workflows.

fallhome-mcp

MCP stdio server wrapping the fallhome SDK to enable sovereign, offline-capable, and cryptographically signed management of professional service workflows for autonomous agents and human developers.

guru-pk-mcp

An MCP server that enables multi-round AI expert debates with dynamic expert generation, cross-debate, and Tufte-style infographic export.

Yamcs MCP Server

Enables AI assistants to interact with Yamcs mission control systems through natural language, providing tools and resources for telemetry, commands, links, storage, instances, and alarms.

GitLab MCP

Exposes the GitLab REST API to MCP clients for managing projects, issues, merge requests, repositories, and CI/CD pipelines. It is multi-tenant, allowing each user to authenticate with their own token and instance URL.

cn-financial-mcp

Provides access to Chinese mainland financial data including A-stock quotes, financial statements, industry analysis, and macroeconomics through 42 MCP tools, with automatic data source fallback and no API key required.

velora-mcp-copilote

Enables AI agents to assist sales advisors of the fictional e-commerce Velora by providing tools to search products, check stock, get order status, and handle returns.

Security Scan MCP Server

An MCP server that provides CVE-driven security prompts for code review, enabling coding agents to get actionable security checks based on real vulnerabilities.

MySQL MCP Server

This server connects to MySQL databases, enabling listing databases and tables, describing table schemas, and executing read-only SQL queries with optional write support and SSL security.

Resonant Mind

MCP server providing persistent cognitive infrastructure including semantic memory, emotional processing, identity continuity, and a subconscious daemon for pattern analysis.

stylelint-mcp

Enables AI models to run Stylelint on CSS files and fix linting warnings directly through the Model Context Protocol.

PubMed Custom Connector MCP Server

Enables users to search and fetch PubMed biomedical literature articles through natural language queries in Microsoft 365 Copilot.

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.

supasidebar-mcp

Access and organize your open browser tabs, bookmarks, and recently visited links across every macOS browser from your AI client. Powered by the free tier of SupaSidebar(https://supasidebar.com) app.

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.

macOS App Launcher

A fast MCP server for opening, focusing, and quitting macOS apps, and opening URLs in the browser, usable by voice or from any MCP client.

notion-proxy

Enables reading and writing Notion pages as a guest using browser cookies, bypassing the official API's limitations.

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.

OpenLink MCP Server for ODBC

Enables LLMs to query ODBC-accessible databases via DSN, supporting SQL, SPARQL, and schema exploration.

Stripe MCP

Enables integration with Stripe APIs through function calling, supporting operations on customers, products, invoices, subscriptions, and more.

mcp-server-3gpp

Enables AI assistants to search and retrieve information from 3GPP specification documents, including full-text search and specific lookup for LTE and 5G NAS cause values. It comes with pre-processed data for major specifications covering NAS, RRC, and protocol conformance testing.

google-analytics-mcp

A powerful Model Context Protocol (MCP) server that provides comprehensive Google Analytics 4 (GA4), Google Search Console (GSC), and Google Merchant Center (GMC) integration for Claude Desktop and other MCP clients.

yoto-mcp-server

Enables audio uploads and MYO card creation for Yoto players directly from the terminal, using OAuth authentication and Warp AI integration.

mcp_docs_server

Okay, I can help you with that! Building an MCP (Minecraft Coder Pack) server involves a few steps. To give you the best guidance, I need to know what you're trying to achieve. Are you trying to: * **Set up a development environment to modify Minecraft's code?** (This is the most common use of MCP) * **Run a server with modified Minecraft code?** (This is less common, but possible) Assuming you want to set up a development environment to modify Minecraft's code, here's a breakdown of the process and the help I can provide: **1. Prerequisites:** * **Java Development Kit (JDK):** You need the correct version of the JDK for the Minecraft version you're working with. MCP usually specifies the required JDK version. **Crucially, this is often an older version of Java (Java 8 or Java 17 are common).** Make sure you have the correct one installed and configured. * **Python:** MCP uses Python scripts for decompilation, reobfuscation, and patching. You'll need Python 3.6 or higher. * **A good IDE (Integrated Development Environment):** IntelliJ IDEA or Eclipse are highly recommended. They have excellent Java support and can be configured to work well with MCP. * **Sufficient RAM:** Decompiling and reobfuscating Minecraft can be memory-intensive. 8GB of RAM is a good starting point, but more might be needed for newer versions. **2. Downloading and Setting Up MCP:** * **Download MCP:** Get the correct MCP version for the Minecraft version you want to modify. You can usually find MCP downloads on dedicated forums or websites (like the MCP Discord). Be *very* careful about where you download from, as there are malicious versions out there. Stick to trusted sources. * **Extract MCP:** Extract the downloaded MCP archive to a directory on your computer. Avoid spaces in the directory path. * **Configure `build.properties`:** This file is located in the MCP directory. You'll need to configure it with the correct paths to your JDK and other settings. Pay close attention to the comments in the file. Key settings include: * `JavaDir`: The path to your JDK installation directory. * `MCPDir`: The path to your MCP directory. * `ClientJar`: The path to the client Minecraft JAR file. * `ServerJar`: The path to the server Minecraft JAR file. * `MinecraftVersion`: The Minecraft version you are using. **3. Decompiling Minecraft:** * **Run `decompile.bat` (Windows) or `decompile.sh` (Linux/macOS):** This script will decompile the Minecraft client and server JAR files. This is a time-consuming process. Be patient. * **Address Errors:** Decompilation can sometimes fail with errors. Read the error messages carefully. Common causes include: * Incorrect JDK version. * Missing or corrupted JAR files. * Insufficient RAM. * Incorrect paths in `build.properties`. **4. Setting Up Your IDE:** * **Create a New Project:** In your IDE, create a new Java project. * **Import the MCP Source Code:** Import the decompiled source code from the `src/minecraft` directory in your MCP directory into your IDE project. You'll likely need to configure your IDE to recognize the MCP directory structure. * **Configure Libraries:** Add the necessary libraries from the `lib` directory in your MCP directory to your IDE project. These libraries are required for compiling the modified Minecraft code. **5. Making Modifications:** * **Modify the Code:** Now you can start modifying the Minecraft source code in your IDE. Be careful! Understanding the Minecraft codebase can be challenging. * **Recompile:** Use your IDE to recompile the modified code. **6. Reobfuscating and Patching:** * **Run `reobfuscate.bat` (Windows) or `reobfuscate.sh` (Linux/macOS):** This script will reobfuscate the modified code, making it harder to understand (like the original Minecraft code). * **Run `patch.bat` (Windows) or `patch.sh` (Linux/macOS):** This script will create patches that can be applied to the original Minecraft JAR files. **7. Testing:** * **Apply the Patches:** Apply the generated patches to the original Minecraft JAR files. * **Run Minecraft:** Run the modified Minecraft client and/or server to test your changes. **Where I Can Help:** * **Troubleshooting Errors:** If you encounter errors during any of these steps, provide me with the error messages, and I'll do my best to help you diagnose the problem. * **Explaining Concepts:** If you're unsure about any of the concepts involved (decompilation, reobfuscation, patching, etc.), I can provide explanations. * **Finding Resources:** I can help you find relevant documentation, tutorials, and forum threads. * **Translating Error Messages:** I can translate error messages from English to Japanese. * **Generating Basic Code Snippets:** If you have a specific modification in mind, I might be able to help you with basic code snippets (but I can't write entire mods for you). **What I Need From You:** * **Minecraft Version:** The specific Minecraft version you're working with (e.g., 1.12.2, 1.16.5, 1.18.2). * **MCP Version:** The MCP version you're using. * **Error Messages:** Any error messages you encounter. * **Specific Goals:** What you're trying to achieve with your modifications. * **Your Operating System:** Windows, macOS, or Linux. **Example Translation (Error Message):** **English:** "Error: Could not find or load main class net.minecraft.launchwrapper.Launch" **Japanese:** "エラー：メインクラス net.minecraft.launchwrapper.Launch を見つけるか、ロードできませんでした。" (Erā: Mein kurasu net.minecraft.launchwrapper.Launch o mitsukeru ka, rōdo dekimasen deshita.) **Next Steps:** Tell me more about what you're trying to do, and I'll provide more specific guidance. Good luck!