Discover Awesome MCP Servers

Spotify MCP Server

Dual-mode tool server for controlling Spotify through terminal or AI assistants like Claude or ChatGPT.

GitHub Workflow Debugger

一个实用工具，通过分析运行日志、识别常见失败模式，并通过结构化的决策树提供具体的修复建议，来帮助诊断和修复 GitHub Actions 工作流失败的问题。

Calculator MCP Server

A Python-based MCP server that provides a suite of basic arithmetic tools, including addition, square roots, and percentage calculations, for AI assistants. It enables models to perform precise mathematical operations through the Model Context Protocol.

pb-hypernode-mcp

Enables AI assistants to create, sanitize, and manage disposable Hypernode Brancher preview environments cloned from production, with automatic PII anonymization, credential reset, and sandbox-forcing before any access URL is revealed.

screpy-seo-mcp

SEO MCP connects AI assistants to Search Console, technical SEO audits, crawl insights, Core Web Vitals, and uptime data.

hacienda-cr MCP Server

MCP server that enables AI assistants to issue electronic invoices (facturas electrónicas) in Costa Rica through the Hacienda API v4.4.

Windows File Tools MCP Server

Provides secure file read, write, and edit operations for Windows, with enterprise-grade features like atomic writes, file locking, and path validation.

EIP MCP Server

Bridges local development environments with the Engineering Intelligence Platform (EIP), enabling AI coding agents to manage SSOT, generate implementation/test/security plans, and synchronize architectural knowledge.

Enhanced GeoGebra MCP

A local stdio MCP server for a self-hosted GeoGebra 5.0 Web bundle. It enables executing GeoGebra commands with structured feedback, querying commands, evaluating CAS, managing state, and exporting images using headless Chromium.

MCP-Server-Inbox

一个与 inBox 笔记 API 集成的 MCP 服务器，允许用户通过任何 MCP 客户端使用基于对话的交互来创建笔记。 (Alternatively, a slightly more formal translation:) 一个集成了 inBox 笔记 API 的 MCP 服务器，它允许用户通过任何 MCP 客户端，以对话交互的方式创建笔记。

pifini-mcp

Thin stdio proxy to Pifini's hosted MCP server (real events, reviewed places, and ticket checkout across the Caribbean & Latin America). MIT, zero dependencies.

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.

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.

Claude Memory MCP Server

Provides a tiered, persistent memory architecture for Claude to automatically capture and retrieve user preferences, facts, and conversation history across sessions. It supports semantic search and seamless integration with the Claude desktop application using the Model Context Protocol.

TS-MCP

An MCP server for conversational FHIR testing that integrates with the Touchstone platform. It enables users to launch test executions, monitor status, and retrieve detailed results through natural language commands.

Security Copilot and Sentinel MCP Server

一个基于 Python 的 MCP 服务器，可以与 Microsoft Security Copilot 和 Microsoft Sentinel 集成，允许用户运行 KQL 查询、管理技能集/插件，并在 Security Copilot 中执行提示。

OP.GG Esports MCP Server

OP.GG Esports MCP 服务器 (OP.GG Esports MCP fúwùqì)

Website

具有人工智能的对抗模拟和红队平台 (Jùyǒu réngōng zhìnéng de duìkàng mónǐ hé hóng duì píngtái)

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.

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.

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.

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.