Browse All MCP Servers

Servers

Provides reference implementations for Model Context Protocol (MCP) servers, demonstrating how to give Large Language Models (LLMs) secure, controlled access to tools and data sources.

Postgres

Enables Cursor to utilize a PostgreSQL database for storing model contexts.

TapData

Enables Large Language Models to interact with TapData for database connection inspection, schema retrieval, and CRUD operations.

JNews

Provides access to current trending news headlines and detailed content for use by Large Language Models.

MAMP MySQL

Provides access to MySQL databases through a Model Context Protocol (MCP) server.

Dockerized Paper Server

Deploys a Paper Minecraft server within a Docker container.

Hunter

Enables AI assistants to query information about internet-connected devices and services using the Hunter API.

Master

Demonstrates potential security attack vectors against Model Control Protocol (MCP) architectures.

Oracle by CData

Enables querying of live Oracle data from LLMs like Claude Desktop using natural language through a read-only MCP interface.

FastMCP Lab

Develops an MCP client to interact with tools, resources, and prompts exposed by an MCP server using the FastMCP framework.

Zuora Billing

Transforms a Zuora OpenAPI specification into a Model Context Protocol (MCP) server for streamlined API interaction.

Metro

Provides real-time information and trip planning for the Washington, DC Metro system through natural language queries.

Tesseract

Integrates Tesseract OCR functionality as a Model Context Protocol server for efficient text extraction from images and PDFs.

Phala

Facilitates confidential AI computing and TEE infrastructure on the Phala Network as a production-ready Model Context Protocol server.

Mingmai

Provides a headless integrated development environment for AI agents.

Groupem

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

Ragtag

Indexes local documents and runs Retrieval Augmented Generation (RAG) search to provide context for AI tools.

Playground

Implements a Model Context Protocol (MCP) server, enabling AI assistants to securely interact with external tools and data sources.

Poke Production

Provides a production-ready server for Pokémon Model Context Protocol (MCP) tools, featuring secure deployment, authentication, and comprehensive monitoring.

Doc Manager

Automates the entire lifecycle of documentation, including creation, maintenance, quality assessment, and synchronization for software projects.

Z-Image-Turbo

Generate high-quality images rapidly from text prompts using an intuitive web interface.

Classmcp

Generates semantic class names for CSS using AI, streamlining development, optimizing AI output, and enhancing SSR safety with support for popular frameworks.

Dev Brain

Empower AI assistants with deep code analysis capabilities for test generation, security audits, and refactoring suggestions.

Copus

Enables AI assistants to access a database of human-curated content recommendations.

Model ID Cheatsheet

Prevents AI coding agents from hallucinating outdated model names by providing instant access to accurate API model IDs, pricing, and specifications for over 46 models across 7 providers.

Shellguard

Enables secure, read-only SSH access for AI agents and other programs to audit servers, run diagnostics, and inspect logs without risking data changes.

Wisdom Store

Enhances AI coding assistants with persistent memory, real-time context control, and robust anti-hallucination capabilities.

Agent Hub

Facilitates real-time communication and structured collaboration for AI agents by providing a central hub for message exchange and conversation management.

Afkbot

Manages time-off requests and team availability through any MCP client.

Render

Converts various content types including PDFs, HTML, URLs, and images into PNG screenshots.