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Stdio Example

Implements a simple Model Context Protocol (MCP) server over stdio.

Ui Response

Formats and serializes JSON-RPC responses for user interfaces within a larger application.

Amazon Q Index

Connects Amazon Q Business cross-app index to applications via the Model Context Protocol (MCP).

Toolkittest

Provides a development practice repository for building MCP Servers using Node.js and TypeScript.

Demo

Demonstrates a simplified server implementation that responds with humorous messages.

ProudNet Documentation

Enables AI tools to access ProudNet documentation through an MCP server.

HPC/AI Cluster Tool

Queries Kubernetes to retrieve GPU node information and cluster topologies for Azure HPC/AI clusters.

Moodle

Facilitates Large Language Models interacting with Moodle through its REST API.

GitHub

Automate GitHub repository management and integrate with AI agents for enhanced development workflows.

Zyla

Connects large language models to any public API on the Zyla API Hub.

Any-API Server

Adapt any HTTP API into a Model Context Protocol (MCP) toolset for AI agent interaction.

Musings

Experiments with MCP server technology to explore its capabilities and behaviors.

Utility

Provides a suite of utility tools for computer agent ecosystem integration, enabling tasks like meeting data downloads and server status checks.

Color

Provides advanced color manipulation, palette generation, gradient creation, and visualization capabilities to AI applications via an MCP server.

Claude Hacker News

Integrates Claude Desktop with Hacker News to enhance information flow and streamline interactions.

Grule Connector

Integrates the Grule rules engine with the MCP protocol, enabling rule execution and management over MCP.

DovizApp

Provides real-time and historical currency exchange rates, cryptocurrency rates, and an interactive chat interface for currency information.

Pine Script V6

Assists AI coding clients like Claude Code and Gemini CLI with accurate Pine Script v6 programming by providing quick access to its reference manual.

ERPNext

Provides generic, doctype-agnostic access to ERPNext document types with robust permission controls, audit logging, and enterprise-grade security.

MQScript

Enables AI applications to generate and execute MQScript code for comprehensive mobile device automation.

DuckChain

Provides comprehensive access to blockchain data via the BlockScout API v2, enabling AI assistants to perform deep blockchain analysis across various networks.

Groupem

Facilitates cross-browser tab grouping through a secure server and an optional machine learning microservice for enhanced organization.

MySQL

Manages MySQL database operations, health monitoring, and AI-assisted insights through the Model Context Protocol.

Browser

Automates web browsers, enabling AI applications to interact with and control user sessions securely and locally.

Yahoo Finance

Provides real-time stock data, historical prices, news, and comparison features leveraging Yahoo Finance data.

Hypr

Manages and categorizes tools relevant to MCP Server environments.

YouTube Comments

Retrieves and expands YouTube video comments and their replies using the YouTube Data API v3, delivering the data as a structured JSON string.

OwlPay

Facilitates direct documentation search for large language models.

Cyberchef

Exposes CyberChef operations as structured tools via an MCP server for AI agents and applications.

Mecha Agent

Enables AI agents to interact with the Mecha Agent platform.