Discover Awesome MCP Servers

Unofficial PubChem MCP Server

A comprehensive Model Context Protocol server providing access to over 110 million chemical compounds with extensive molecular properties, bioassay data, and chemical informatics tools from the PubChem database.

AWS Common MCP Servers with CDK Deployment

使用 AWS CDK 为常见 AWS 服务（Location、S3、Aurora PG Data API）部署可部署的 MCP 服务器。

Jenkins MCP Server

Enables comprehensive Jenkins automation through MCP interface, allowing users to manage builds, jobs, artifacts, and queues with natural language commands. Supports build triggering, monitoring, artifact retrieval, and system status checks with automatic CSRF protection and authentication.

MCP Issue

Enables automatic GitHub issue creation from Git diffs. Generates structured issue templates with summaries, technical notes, and appropriate labels based on code changes.

PostgreSQL Remote Cloudflare MCP Worker

A Cloudflare Workers-based MCP server that provides PostgreSQL database access capabilities to AI assistants, allowing them to query and manipulate PostgreSQL databases through the Model Context Protocol.

Gemini MCP Server

Integrates Google's Gemini AI with Claude Code to provide advanced development assistance including code analysis, implementation planning, technical explanations, debugging support, and strategic development guidance.

Unity MCP with Ollama Integration

一个服务器，通过 Ollama 将 Unity 与本地大型语言模型连接起来，使开发者能够自动化工作流程、操作资源，并以编程方式控制 Unity 编辑器，而无需依赖基于云的 LLM。

Mantis MCP Server

镜子 (jìng zi)

Apifox MCP Server

Enables AI assistants to fetch and understand API endpoint definitions from Apifox projects in real-time. Supports retrieving complete API specifications including request methods, parameters, headers, and response schemas to improve development efficiency and code generation quality.

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.

Token Revoke MCP

一个 MCP 服务器，用于跨多个区块链检查和撤销 ERC-20 代币授权。

Gaia Health MCP Server

Exposes Supabase functionality for Gaia Health to n8n workflows, enabling appointment scheduling and management operations through MCP tools.

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.

Zilliz MCP Server

Enables AI agents to interact with Milvus vector databases and Zilliz Cloud through natural language, allowing users to create clusters, manage collections, insert vector data, and perform semantic searches directly from their AI assistants.

Zuora MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Zuora (beta): https://www.cdata.com/download/download.aspx?sku=HZZK-V&type=beta

Agent Knowledge MCP

A comprehensive Model Context Protocol server that integrates Elasticsearch search with file operations, document validation, and version control to transform AI assistants into powerful knowledge management systems.

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.

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.

Momento MCP Server

Enables interaction with Momento Cache to manage cache entries and perform administrative tasks like creating, listing, or deleting caches. It provides tools for getting and setting values with configurable TTLs through a serverless caching infrastructure.

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.

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.