Discover Awesome MCP Servers

SwaggerWatcher MCP Server

An MCP server that dynamically reads OpenAPI specs and registers every endpoint as an LLM-callable tool with automatic change detection and hot reload.

swift-patterns-mcp

An MCP server providing curated Swift and SwiftUI best practices from leading iOS developers, including patterns and real-world code examples from Swift by Sundell, SwiftLee, and other trusted sources.

MCP-DOE-PI

Allows querying the Diário Oficial do Estado do Piauí (DOE-PI) in natural language: list editions, search content, and read full texts without downloading PDFs.

agentic-sdlc-mcp

Enables AI coding agents to orchestrate the full software development lifecycle on GitHub, including planning, issue creation, code review, security triage, and release readiness checks.

email-mcp

MCP server for email + calendar via classic Outlook on Windows (COM automation). No Azure app registration, no OAuth — it just drives the Outlook desktop client you're already signed into.

github-commits-mcp

Enables querying today's GitHub commits, performing local git operations (status, diff, add, commit, push), and creating GitHub issues through natural language.

polymarket-toolkit

Read-only Polymarket data tools for AI agents: wallet profiles, fee-inclusive PnL cross-checks, Brier-score calibration, leaderboards, market scans and more (10 tools). No API keys, no order placement — data only. English + Chinese docs.

Solana Model Context Protocol (MCP) Server

A Solana blockchain interaction server that allows AI tools to query blockchain data using natural language, access structured token information, and generate human-readable explanations of complex blockchain concepts.

Telegram MCP Server

Enables interaction with Telegram channels through the Bot API, supporting comprehensive messaging operations including sending text/photos, creating polls, managing reactions, and editing/deleting messages. Provides complete channel management capabilities for automated Telegram bot operations.

Google Slides MCP Server

Servidor MCP para Google Slides

tr-eli-mcp

An MCP server for accessing Turkish legislation (laws, regulations, decrees) via the Adalet Bakanligi API, providing search, full-text retrieval, and structured citations.

ChatGPT Codex Bridge

Self-hosted MCP server that lets ChatGPT work with your local codebase through explicit tools.

mcp-tour

Integrates the Korea Tourism Organization's API to provide tourist spot recommendations and detailed information, including attractions, food, and accommodation.

GotFreeFax MCP Server

Enables AI agents to send free and paid faxes to US and Canada numbers, check fax status, and purchase prepaid credits, all without leaving the chat.

Financial Data MCP Server

Enables AI models to access real-time financial market data including stock quotes, fundamentals, daily prices, symbol search, and market status via the Alpha Vantage API. Works with any MCP-compatible client like Claude Desktop for natural language interaction.

ProxmoxMCP

Enterprise MCP server for Proxmox VE, offering 298 tools to manage VMs, containers, storage, cluster, firewall, and more via natural language.

MCP Discord

The most complete open-source MCP server for Discord — 80+ tools, dual-mode: integrated (plugin) or standalone

libvirt-mcp-server

Enables AI models to securely query and manage virtual machines and virtualized resources via the libvirt API through the Model Context Protocol.

QC Database MCP Server

Enables AI assistants to perform QC Database tasks such as uploading records, managing project turnover packages, and signing off on inspections via natural language.

snowflake-mcp

Enables AI agents to execute SQL queries and explore Snowflake databases using natural language, with schema discovery, table inspection, and readonly mode.

n8n MCP Server

Enables AI models to manage n8n workflow automation through a standardized interface. Supports creating, reading, updating, and deleting workflows with comprehensive access to workflow nodes, connections, and configurations.

E2B MCP Server

Enables managing E2B cloud sandboxes, templates, filesystems, and processes through Model Context Protocol tools.

Medical GraphRAG Assistant

Enables AI-powered medical information retrieval through FHIR clinical document search and GraphRAG-based exploration of medical entities and relationships. Combines vector search with knowledge graph queries for comprehensive healthcare data analysis.

WeatherTrax MCP Server

Provides real-time weather data and multi-day forecasts for any location worldwide.

champollion-sulcal-mcp

Exposes each stage of the Champollion sulcal embedding pipeline as MCP tools, enabling agents to run, monitor, and debug the pipeline without manual shell commands.

mc-iclone8-ui-mcp

A local MCP server to control iClone 8's visible interface like a human user, providing read-only inspection and screen capture tools.

Hello MCP Server

Here's a simple "Hello, World!" example using Minecraft Coder Pack (MCP), assuming you're setting up a basic mod: ```java package com.example.modid; // Replace with your mod's package import net.minecraft.init.Blocks; import net.minecraft.client.Minecraft; import net.minecraft.util.text.TextComponentString; import net.minecraftforge.fml.common.Mod; import net.minecraftforge.fml.common.event.FMLInitializationEvent; @Mod(modid = "examplemod", name = "Example Mod", version = "1.0") // Replace with your mod's ID, name, and version public class ExampleMod { @Mod.EventHandler public void init(FMLInitializationEvent event) { // Print to the console System.out.println("Hello Minecraft!"); // Send a message to the player's chat Minecraft.getMinecraft().player.sendMessage(new TextComponentString("Hello, World! From Example Mod!")); } } ``` **Explanation:** * **`package com.example.modid;`**: This defines the package for your mod. **Crucially, replace `com.example.modid` with your own unique package name.** A common practice is to use your domain name in reverse (e.g., `com.mydomain.mymod`). This helps prevent naming conflicts with other mods. * **`import ...;`**: These lines import necessary classes from the Minecraft and Forge APIs. * **`@Mod(...)`**: This annotation tells Forge that this class is a mod. * `modid = "examplemod"`: A unique identifier for your mod. **Replace `examplemod` with your own mod ID.** This *must* be lowercase and contain only letters, numbers, and underscores. * `name = "Example Mod"`: The human-readable name of your mod. * `version = "1.0"`: The version of your mod. * **`public class ExampleMod { ... }`**: This is the main class for your mod. * **`@Mod.EventHandler`**: This annotation marks the `init` method as an event handler. Forge will call this method when the game is initializing. * **`public void init(FMLInitializationEvent event) { ... }`**: This method is called during the initialization phase of the game. * `System.out.println("Hello Minecraft!");`: This prints "Hello Minecraft!" to the game's console. This is useful for debugging. * `Minecraft.getMinecraft().player.sendMessage(new TextComponentString("Hello, World! From Example Mod!"));`: This sends the message "Hello, World! From Example Mod!" to the player's chat window. `Minecraft.getMinecraft().player` gets the current player instance, and `sendMessage` sends the message. `TextComponentString` is used to create a simple text message. **How to Use (Simplified):** 1. **Set up your MCP environment:** Follow the instructions for setting up MCP for your desired Minecraft version. This usually involves downloading MCP, deobfuscating the Minecraft code, and setting up your development environment (like Eclipse or IntelliJ IDEA). 2. **Create the Java file:** Create a new Java file (e.g., `ExampleMod.java`) in the correct directory structure within your MCP source folder (e.g., `src/main/java/com/example/modid/`). 3. **Paste the code:** Paste the code above into the Java file, **remembering to change the `package`, `modid`, `name`, and `version` values.** 4. **Recompile and reobfuscate:** Use the MCP commands to recompile your code and reobfuscate it for distribution. 5. **Run Minecraft:** Place the compiled mod file (usually a `.jar` file) in your Minecraft's `mods` folder. Start Minecraft. 6. **Check the console and chat:** You should see "Hello Minecraft!" in the console and "Hello, World! From Example Mod!" in your chat window when the game loads. **Important Notes:** * **MCP Setup is Crucial:** This example assumes you have a properly configured MCP environment. Setting up MCP can be complex, so follow the official MCP documentation carefully. * **Forge:** This example uses Forge. Make sure you have the correct version of Forge installed and configured with MCP. * **Minecraft Version:** The code might need slight adjustments depending on the specific Minecraft version you are using. * **Error Handling:** This is a very basic example and doesn't include any error handling. In a real mod, you'll want to add error handling to make your mod more robust. * **Build System:** For larger mods, you'll want to use a build system like Gradle or Maven to manage dependencies and build your mod. This provides a starting point. From here, you can explore the Minecraft and Forge APIs to add more features to your mod.

Kafka MCP Server

An MCP server that enables interaction with Kafka clusters to manage topics, monitor consumer groups, and stream messages. It provides a comprehensive suite of tools for broker metadata inspection and local Kafka user management.

OpenSearch MCP Server

Enables AI assistants to interact with OpenSearch clusters for searching indices, retrieving mappings, and managing shards through the MCP protocol.