Discover Awesome MCP Servers

invest-gate-ksa

Enables conversational querying of structured, source-linked datasets about investing in Saudi Arabia, including fees, sectors, and SEZs, through 8 MCP tools.

ChatGPT Apps SDK Next.js Starter

A minimal MCP server demonstrating how to build ChatGPT-compatible applications using Next.js with widget rendering capabilities. Provides a starter template for integrating Next.js applications with the ChatGPT Apps SDK through the Model Context Protocol.

result-analyzer-mcp

MCP server for querying, validating, and analyzing student result data from a local database.

Puppeteer Swarm MCP

Enables browser automation with concurrent tab pool management using Puppeteer. Supports navigation, content extraction, screenshots, element interaction, and JavaScript execution across multiple browser tabs with auto-recovery and idle timeout features.

PromptingBox MCP Server

Allows users to save, organize, and manage AI prompts, folders, and tags directly within MCP-compatible tools like Claude and Cursor. It supports version history tracking, prompt searching, and the ability to save public templates to a personal collection.

Weather MCP Server

Enables to get current weather conditions for any location via the Open-Meteo API, returning temperature, humidity, wind, and more.

mcp-shield

Drop-in security primitives for MCP servers, addressing isError compliance, audit trails, input validation, output sanitization, and OAuth scoping.

pulp

Enables AI agents to collaboratively design and edit web pages on an infinite canvas using real HTML/CSS, with tools for reading, mutating, and exporting documents.

aemet-mcp

Enables querying official Spanish weather data from AEMET, including municipal forecasts, station observations, and weather alerts, through natural language.

@runapi.ai/happyhorse-mcp

Enables creating and managing HappyHorse video generation tasks (edit, image-to-video, text-to-video) via RunAPI, with optional polling for completion and pricing lookup.

codegraph-mcp

This MCP server enables managing Git repositories via shallow clones and analyzing them with CodeGraph. It provides tools for adding, listing, updating, deleting repositories, and exploring codegraph status and exploration.

EasyMCP

プログラムの知識がなくても、ユーザーが簡単にMCPサーバーに接続できるようにサポートします。

MoySklad MCP Server

MCP server for MoySklad (МойСклад) warehouse and CRM management API. 21 tools covering the full order lifecycle: products, stock, counterparties, customer orders, shipments, supplies, warehouses, organizations, reports, and webhooks.

Data Intelligence MCP Server

Enables natural language interaction with BigQuery, providing tools to list tables, fetch schemas, and generate/execute queries via MCP.

Google Admin MCP Server

Manages Google Workspace users through the Admin Directory API, enabling user listing, creation, suspension, and unsuspension.

Atom of Thoughts

Structured reasoning MCP server that decomposes problems into atomic steps (premise, reasoning, hypothesis, verification, conclusion) with confidence scoring, live visualization, and approval feedback.

Coda MCP Server

Provides 15 core tools for managing Coda documents, tables, and rows through HTTP, SSE, and stdio transports. It is specifically optimized for stability with LangSmith Agent Builder and supports document manipulation, data retrieval, and formula execution.

nextscan

MCP server that scans Next.js projects and returns a compact summary of routes, API endpoints, schema, and security issues.

Mnemosyne

A local memory and awareness layer for AI agents, allowing them to remember approved context and operate under user-governed boundaries.

Runbox Website Builder MCP

Provides a remote coding environment for AI to publish static websites as live URLs, with live code editing and sandbox execution.

Whooshly MCP

Enables creation of short links, dynamic QR codes, UTM templates, and hosted vCards with click/scan analytics through natural language conversations.

OP.GG Esports MCP Server

OP.GG Esports MCPサーバー

Website

AI を搭載した敵対的シミュレーションおよびレッドチームプラットフォーム

MCP DOS - Classic DOS Gaming Server

Provides access to classic DOS games like DOOM, Super Mario, Tetris, and Duke Nukem 3D through js-dos emulation, allowing users to play these legendary games directly from their AI assistant.

mcp-server

Provides read-only operational tools (sales summaries, orders, top customers) over a multi-tenant dataset, with tenant isolation enforced server-side so no tenant parameter appears in the tool schema.

Screenshot MCP Gateway

A unified MCP server that combines screenshot capture with HTTP/SSE gateway for remote access, enabling full-page and element-specific screenshots via Puppeteer.

hy3d-mcp

Turns a single concept image into a game-ready textured 3D model (GLB) locally on Apple Silicon by wrapping Hunyuan3D-MLX, with tools for generation, finishing, preview, and setup diagnostics.

Property Valuation Server

Provides professional property assessment capabilities including community ratings, community valuations, and individual property appraisals for real estate transactions, investment due diligence, and risk management in China.

PPT-MCP

Enables creating, analyzing, and managing PowerPoint presentations using pure Node.js. Supports generating professional presentations with custom templates, reading existing files, and performing content analysis through natural language commands.

notion-mcp-server

Enables natural language queries on your Notion workspace, with comprehensive search, page hierarchy mapping, and tools for reading and writing Notion pages.