Discover Awesome MCP Servers

snowflake-mcp

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

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.

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.

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.

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.

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.

mcp-server

Web search MCP server using Tavily API, enabling natural language queries to search the web.

ai-progress-monitor

MCP server that lets AI coding agents report task progress and milestones, providing a real-time web dashboard and macOS notifications for monitoring multiple AI workbenches.

WeatherTrax MCP Server

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

coolify-mcp-server

MCP server for Coolify API integration, enabling management of applications, databases, services, servers, and deployments via Claude Code or any MCP-compatible client.

Google Sheets MCP Server

Provides tools to read, write, append, and create Google Sheets via MCP, using OAuth2 authentication shared with gmail_mcp.

nodel-mcp

MCP sidecar that exposes a local Nodel runtime via the Model Context Protocol, read-only by default with optional write/lifecycle/delete operations and approval workflows.

disasm.dev MCP server

Enables AI assistants to generate DataDome and Incapsula clearance tokens without a headless browser, for development and prototyping.

voz-knowledge-mcp

Crawl and archive VOZ threads, with search and summarization capabilities for AI agents.

faucet-mcp

Enables a coding agent to request small dev funds (ETH/WETH/USDC/USDT) from a personal hot wallet with per-call and 24h caps, plus TOTP approval for amounts over soft caps.

clevertap-mcp

Enables an LLM agent to directly control CleverTap for planning, launching, and measuring CRM campaigns, including multi-channel sends, profile and event management, and trend analysis.

vap-mcp-server

Execution control layer for AI agents - Reserve, execute, burn/refund pattern for media generation

Congress.gov MCP Server

A proxy server that standardizes access to the Congress.gov API by automatically injecting API keys and exposing all endpoints through a unified interface with FastAPI documentation.

text-to-model

Turn natural language into 3D models in Fusion 360. 64 CAD tools including sketches, extrudes, fillets,and JIS standard parts.

@cryptoapis-io/mcp-utils

MCP server for Crypto APIs Utils, enabling address validation, raw transaction decoding, and XRP X-Address encoding/decoding for UTXO, EVM, and XRP blockchains.

Reactome MCP Server

Model Context Protocol server for accessing Reactome pathway and systems biology data.

pyslang-mcp

Provides AI agents with compiler-backed, read-only context for Verilog and SystemVerilog projects using pyslang.

mcpgql

A federated bridge connecting any GraphQL endpoint to the Model Context Protocol (MCP) ecosystem, enabling LLMs to query and mutate graph data with zero-config integration.

Ploomes MCP Server

Exposes 153 tools to connect AI assistants to the Ploomes CRM, enabling CRUD operations, funnel configuration, CPQ, automations, and webhooks.