Discover Awesome MCP Servers

Browser Automation MCP Server

Provides tools for browser-driven automation, HTTP API health checks, and visual regression testing using pixel comparison. It enables AI agents to interact with web pages, perform scripted UI actions, and verify service availability or visual consistency.

Spotify MCP Server

Connects Claude with Spotify, allowing users to control playback, search for music, get track/artist information, and manage the queue via the Spotify API.

SafeNest MCP Server

Provides AI-powered child safety tools to detect bullying, grooming, and unsafe content within digital conversations. It enables AI assistants to perform emotional analysis and generate age-appropriate safety action plans or incident reports.

MCP Shopify Admin Server

Exposes Shopify Admin API capabilities to LLMs, enabling product, order, customer, and inventory management via natural language.

FinanceMCP

A TypeScript-based MCP server that enables users to query financial news, stock data, and index information while managing text notes with creation and summarization capabilities.

Composer Kit MCP Server

This MCP server provides access to Composer Kit React component documentation, examples, and Celo Composer templates for building web3 applications on the Celo blockchain.

mcp-test

Tutorials on mcp server integration with LLM apps

Flight Planner MCP Server

Creates travel agent-level flight plans using the fast-flights API, allowing users to search for flights and generate comprehensive travel itineraries.

Bazi MCP

An AI-powered metaphysical Bazi calculator that provides accurate Chinese astrological chart calculations for personality analysis and destiny forecasting, addressing inaccuracies in existing AI fortune-telling tools.

X API AI Agent – Personal Learning Project

AI agent that can post on X(twitter) with the help of MCP(Model Text Protocol) Server.

MCP Devcontainers

An MCP server that enables interaction with development containers through the devcontainers CLI, allowing users to start, run commands in, and execute arbitrary shell commands inside devcontainers.

DWZ Short URL MCP Server

Enables AI assistants to create, manage, and analyze short URLs through complete URL shortening functionality. Supports batch operations, custom domains, click statistics, and comprehensive link management.

Monday.com MCP Server

Enables AI assistants to interact with Monday.com workspaces, allowing retrieval of board lists, board details, item content, and user information through the Monday.com API.

Neo0 MCP Server

A coordinate-based semantic addressing system for AI agents, providing tools to derive immutable addresses, search concepts, and manage personae via the Model Context Protocol.

powerbi-mcp

MCP server for Power BI — local PBIX file analysis, cloud API operations, report export, and semantic model extraction from Power BI Desktop.

Azan-MCP

Azan-MCP is an open-source Model Context Protocol (MCP) server that brings a comprehensive suite of Islamic utilities directly into AI assistants such as Claude Desktop.

rdap-mcp

Enables domain lookups using the RDAP protocol, returning structured registration data, nameservers, and contacts from over 50 supported TLDs.

flow-team-mcp

Enables interaction with the Flow Team API through MCP clients, allowing endpoint discovery, API calls, and project management operations like listing projects and participants.

Tuning Engines

Own your sovereign AI model. Domain-specific fine-tuning of open-source LLMs and SLMs with total control and zero infrastructure hassle. Tuning Engines provides specialized tuning agents to tailor top open models to your needs — fast, predictable, fully delivered. Fine-tune Qwen, Llama, DeepSeek, Mistral, Gemma, Phi, StarCoder, and CodeLlama models from 1B to 72B parameters on your data via CLI o

SlimWeb-MCP

Enables AI clients to manage SlimWeb/Webless e-commerce backend operations such as products, orders, categories, promotions, and settings through a secure Remote MCP server.

vCenter MCP Server

Enables interaction with VMware vCenter 8.0 REST API via a reverse proxy, providing read-only and write tools with dry-run protection and automatic session management.

Eraser MCP Server

Creates, validates, and fixes diagrams on Eraser.io using their API. Supports sequence diagrams, flowcharts, cloud architecture diagrams, and entity relationship diagrams with automatic syntax error correction.

Dify Workflow Server

mcp-difyworkflow-server is an mcp server Tools application that implements the query and invocation of Dify workflows, supporting the on-demand operation of multiple custom Dify workflows.

OpenStudio MCP Server

Enables AI assistants to interact with OpenStudio building energy models through natural language, allowing users to load, inspect, and manipulate OSM files including building geometry, HVAC systems, materials, schedules, and internal loads.

Graft

Enables building agent-ready APIs that expose tools as both HTTP and MCP endpoints from a single server definition, with automatic OpenAPI, discovery docs, and interactive API reference.

Fast Mode MCP Server

Enables AI assistants to convert, validate, and deploy websites to the Fast Mode CMS platform while managing content collections and schemas. It provides tools for template validation, CMS item management, and automated site deployment directly from the model context.

Universal Agent Economy OS

Foundational MCP/A2A-native core platform for secure credential injection, native x402 micropayments, and Agent-to-Agent routing.

Weather and Stock Information MCP Server

An MCP server that provides real-time weather alerts, forecasts, stock market data, and news information through various API integrations.

MCP iOS Simulator Screenshot

A server that captures screenshots from iOS Simulator using the Model Context Protocol (MCP) and saves them to a specified directory.