Discover Awesome MCP Servers

Meta Marketing API MCP Server

Enables AI assistants to manage Facebook and Instagram advertising data through the Meta Marketing API. It supports full campaign lifecycle management, performance analytics, audience targeting, and creative optimization.

MCPMem

Enables AI assistants to store and retrieve memories with semantic search capabilities using vector embeddings. Provides persistent memory storage with SQLite backend for context retention across conversations.

Claude Code Review MCP

An MCP server that provides code review functionality using OpenAI, Google, and Anthropic models, serving as a "second opinion" tool that works with any MCP client.

Optuna MCP Server

A Model Context Protocol server that enables automated optimization and analysis using Optuna, allowing LLMs to perform hyperparameter optimization and interactively analyze optimization results via chat interfaces.

SearXNG MCP Server

Enables web search capabilities via a SearXNG instance, allowing for filtered searches across categories like news, images, and science. It supports multi-language queries, time-range filtering, and safe search options to provide formatted results with metadata.

Financial Modeling Prep MCP Server

Provides AI assistants access to comprehensive financial data including real-time stock quotes, company fundamentals, financial statements, market analysis, economic indicators, and 250+ financial tools across 24 categories from Financial Modeling Prep API.

mcp_repo_c11db53a

这是一个由 MCP 服务器的测试脚本为 GitHub 创建的测试仓库。

Web3 MCP Server

用于EVM链的Web3 MCP服务器（目前）。

MCP Project Context Server

A persistent memory layer for Claude Code that maintains project information, technology stack, tasks, decisions, and session history between coding sessions, eliminating the need to re-explain project context.

Self-hosted LLM MCP Server

Enables interaction with self-hosted LLM models via Ollama and Supabase database operations. Supports text generation, SQL queries, and data storage/retrieval through natural language commands.

MCP Dependencies Installer

安装 MCP 服务器的所有依赖项。

Gurobi MCP

Enables AI applications to solve optimization problems including linear programming, mixed-integer programming, and quadratic programming using the Gurobi solver installed on the local device.

Remote MCP Server on Cloudflare

Enables deploying MCP servers on Cloudflare Workers with OAuth authentication and SSE transport. Allows connecting Claude Desktop and other MCP clients to remotely hosted tools via HTTP.

Remote MCP Server (Authless)

A tool for deploying an authentication-free Model Context Protocol server on Cloudflare Workers that can be connected to AI clients like Claude Desktop or the Cloudflare AI Playground.

MCP Gateway Demo

A reference implementation of an MCP server built with Express that integrates full OAuth 2.1 authorization and RFC9728 protected resource metadata. It enables secure, authenticated communication between MCP clients and servers using streamable HTTP transport and built-in authorization flows.

tavily-mcp

tavily-mcp

RunwayML + Luma AI MCP Server

提供与 RunwayML 和 Luma AI API 交互的工具，用于视频和图像生成，包括文本到视频、图像到视频、提示增强和生成管理。

Microsoft Graph MCP Server

Enables management of Microsoft 365 users, licenses, and groups through Microsoft Graph API. Supports user provisioning, license assignment, group management, and automated M365 administration workflows.

Home Assistant MCP Server

智能设备控制 🎮 💡 灯光：亮度、颜色、RGB 🌡️ 气候：温度、暖通空调（HVAC）、湿度 🚪 遮盖物：位置和倾斜度 🔌 开关：开/关 🚨 传感器：状态监控 智能组织 🏠 具有上下文感知的分组。 稳健的架构 🛠️ 错误处理、状态验证...

Weather MCP Server

Provides weather data from OpenWeatherMap API through MCP tools and a REST API with OpenAPI support. Enables LLM agents to retrieve current weather, forecasts, and temperature ranges by city or coordinates.

HWP-MCP

An MCP server that enables AI models to control Hancom Office Hanword (HWP) documents on Windows. It allows for the automated creation, editing, and management of Korean word processor files, including text formatting and table manipulation.

Kali MCP Server

Provides access to 20+ Kali Linux penetration testing tools including nmap, sqlmap, nikto, and hydra for authorized security testing and vulnerability assessment through a Docker-based MCP interface.

Smart Search MCP Server

Enables web search capabilities through a remote smart search API with configurable result count, pagination, language, and safety filters, returning structured JSON results.

Remote MCP Server on Cloudflare

A Model Context Protocol server that runs on Cloudflare Workers with OAuth login, allowing clients like Claude Desktop to connect to it for tool-augmented AI interactions.

VMware-Monitor

Read-only VMware vCenter/ESXi monitoring. 8 MCP tools for VM inventory, host status, datastore capacity, cluster info, alarms, events, and VM details. Code-level enforced safety — no destructive operations exist in the codebase. Supports vSphere 6.5–8.0. Works with local models via Ollama/LM Studio.

Tandoor MCP Server

一个用于与 Tandoor Recipe Manager 交互的模型上下文协议 (MCP) 服务器。

DataDog MCP Server

Enables AI assistants to interact with DataDog's observability platform through a standardized interface. Supports monitoring infrastructure, managing events, analyzing logs and metrics, and automating operations like alerts and downtimes.

BluestoneApps Development Standards (Remote)

通过 HTTP 协议实现模型上下文协议 (MCP)，以提供对 BluestoneApps 编码标准和 React Native 代码示例的远程访问。

Google Calendar MCP Server

提供异步操作支持的 Model Context Protocol 服务器，可无缝访问 Google 日历 API，并通过标准化接口实现高效的日历管理。

Slidespeak

Okay, here's a translation of "Generate PowerPoint presentations using the Slidespeak API" into Chinese, along with some considerations for different nuances: **Option 1 (Most Common & General):** * **Simplified Chinese:** 使用 Slidespeak API 生成 PowerPoint 演示文稿 (Shǐyòng Slidespeak API shēngchéng PowerPoint yǎnshì wéngǎo) * **Traditional Chinese:** 使用 Slidespeak API 生成 PowerPoint 演示文稿 (Shǐyòng Slidespeak API shēngchéng PowerPoint yǎnshì wéngǎo) * This is a direct and straightforward translation. It's suitable for most contexts. **Option 2 (More Emphasis on "Creating"):** * **Simplified Chinese:** 使用 Slidespeak API 创建 PowerPoint 演示文稿 (Shǐyòng Slidespeak API chuàngjiàn PowerPoint yǎnshì wéngǎo) * **Traditional Chinese:** 使用 Slidespeak API 創建 PowerPoint 演示文稿 (Shǐyòng Slidespeak API chuàngjiàn PowerPoint yǎnshì wéngǎo) * This uses "创建/創建" (chuàngjiàn) which means "to create" or "to build." It emphasizes the act of making the presentation. **Option 3 (More Technical/Formal):** * **Simplified Chinese:** 利用 Slidespeak API 生成 PowerPoint 演示文稿 (Lìyòng Slidespeak API shēngchéng PowerPoint yǎnshì wéngǎo) * **Traditional Chinese:** 利用 Slidespeak API 生成 PowerPoint 演示文稿 (Lìyòng Slidespeak API shēngchéng PowerPoint yǎnshì wéngǎo) * This uses "利用" (lìyòng) which means "to utilize" or "to make use of." It's slightly more formal and suggests leveraging the API's capabilities. **Explanation of Terms:** * **Slidespeak API:** Slidespeak API (This is generally kept as is, as it's a proper noun.) * **生成 (shēngchéng):** To generate, to produce * **创建/創建 (chuàngjiàn):** To create, to build * **利用 (lìyòng):** To utilize, to make use of * **PowerPoint 演示文稿 (PowerPoint yǎnshì wéngǎo):** PowerPoint presentation. "演示文稿" literally means "demonstration document." **Which option to choose?** * For general use, **Option 1** is perfectly fine. * If you want to highlight the *creation* aspect, use **Option 2**. * If you're in a more technical or formal setting, **Option 3** might be more appropriate. Therefore, the best translation depends on the specific context and the nuance you want to convey. I would recommend **Option 1** as the default unless you have a specific reason to choose otherwise.