Discover Awesome MCP Servers

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GameDevBench MCP

Enables LLM agents to capture screenshots and visualize runtime behavior within the Godot game engine for game development benchmarking. It utilizes AppleScript to provide display capture functionality for agents running on macOS.

GIMP MCP

Generates images from text descriptions using Stable Diffusion AI, integrated with VS Code through Model Context Protocol. Supports both AI-powered realistic images and quick PIL-based sketches, with batch processing and animated GIF creation capabilities.

mcp-policy-guardian

A deterministic, network-free MCP server for validating repository release hygiene and version alignment in local projects. It enables automated repository health checks and generates standardized release checklists based on project state.

FlowStepMCP

Complete Model Context Protocol (MCP) server designed to facilitate seamless interaction between Large Language Models (LLMs) and end-users. It provides a robust set of tools for notifications, confirmations, selections, and text inputs, supporting multiple rendering modes including Console, GUI, and Telegram Bot.

TradeMemory Protocol

An MCP server that provides AI trading agents with persistent, outcome-weighted memory to learn from historical performance and detect behavioral biases. It enables agents to automatically adjust strategies and optimize position sizing based on context-aware recall of past trade outcomes.

Product Data Tools MCP Server

A basic MCP server setup guide demonstrating how to configure and run Python-based MCP servers with integration examples for Bright Data web scraping and Apify Actors for product data collection.

doc-lib-mcp

A Model Context Protocol server for ingesting, chunking and semantically searching documentation files, with support for markdown, Python, OpenAPI, HTML files and URLs.

Sports Trading Card Agent

Real-time sports card pricing, market analysis, arbitrage detection, grading ROI, investment advice, and player stats (NBA/NFL/MLB). 9 tools for AI agents helping collectors and investors.

Attio Simple MCP Server

Integrates Attio CRM with AI clients to manage companies, people, and notes through 14 specialized tools. It supports dynamic schema discovery, enabling users to search, create, and update records within their Attio workspace.

Google Search MCP Server by CData

This read-only MCP Server allows you to connect to Google Search data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

adaptive-cards-mcp

An MCP server that helps AI assistants generate valid, accessible Adaptive Cards for Teams, Outlook, Copilot, and other Microsoft and non-microsoft surfaces. 9 tools, 3 guided workflows, 924 tests to help you build an awesome AI experience.

Today's Headlines MCP Server

A full-featured content management platform for Today's Headlines that supports automated login, content publishing, and data analytics, with complete compatibility with Xiaohongshu's publishing tool format for one-click multi-platform publishing.

MunicipalMCP

Provides programmatic access to municipal codes, ordinances, and zoning regulations from thousands of US cities and counties through the Municode digital library, enabling search, navigation, and retrieval of local government legal documents.

Vybe Virtual Try-On MCP Server

A FastMCP server that provides virtual try-on functionality through the Replicate API, allowing users to visualize how clothing items would look on models.

kickflow MCP Server

Enables interaction with the kickflow workflow management API through MCP, supporting comprehensive operations for tickets, approvals, users, teams, workflows, comments, and organizational management.

Shodan MCP Server

Enables comprehensive security reconnaissance, vulnerability assessment, and threat intelligence gathering by integrating Shodan's API. It provides tools for searching internet-connected devices, performing DNS operations, and querying the Shodan exploit database.

MCP Pickaxe Server

Connects AI assistants to the Pickaxe platform for managing AI agents, knowledge bases, users, and analytics through natural language, including chat history analysis, document management, and multi-studio operations.

Unit Converter MCP

Provides precise conversions between different units of measurement including temperature, length, weight, and volume.

APM Terminal Operations Intelligence

Enables querying and analysis of container terminal operations including vessel tracking, crane management, and productivity metrics through natural language interactions with a MySQL database.

Task Master

A task management system for AI-driven development with Claude, designed to work seamlessly with Cursor AI and other code editors via MCP.

Confluence MCP

Un servidor de Protocolo de Contexto de Modelo que permite a los asistentes de IA interactuar con el contenido de Confluence, admitiendo operaciones como la recuperación, búsqueda, creación y actualización de páginas y espacios.

Redshift MCP Server

A Model Context Protocol server that enables AI assistants to interact with Amazon Redshift databases, allowing for schema exploration, query execution, and statistics collection.

SheetsData MCP

Provides AI agents with instant, structured access to electronic component datasheets, pinouts, and electrical specifications without requiring PDF uploads. It enables seamless part searching, design validation, and side-by-side component comparisons across major hardware providers.

Hyperliquid MCP for HL Coder

Servidor MCP de Hyperliquid para HL Coder

mcp-server-devutils

Zero-auth MCP server with everyday developer utilities: base64, UUID, hash, JWT decode, cron, timestamps, JSON, regex.

Moodle MCP Server

Enables interaction with Moodle learning management systems through the REST API. Supports course management, user enrollment, assignment handling, and forum operations through natural language.

RAG Anything MCP Server

An MCP server that provides comprehensive multimodal Retrieval-Augmented Generation (RAG) capabilities for processing and querying document directories, supporting text, images, tables, and equations.