Discover Awesome MCP Servers

Sponge MCP Server

Provides a Model Context Protocol interface to the Sponge wallet API for managing digital assets and transaction histories. It enables users to securely check balances, retrieve addresses, and perform transfers using DAuth-style credential exchange.

Azure Resource Graph MCP Server

一个模型上下文协议服务器，用于使用 Azure 资源图大规模查询和分析 Azure 资源，使 AI 助手能够探索和监控 Azure 基础设施。

harcx-mcp

An MCP server that enables AI assistants to verify BibTeX citations and URLs against academic databases like Semantic Scholar and DBLP. It allows users to ensure bibliography accuracy and link accessibility directly within their research workflows.

Run Command MCP Server

Provides tools for executing shell commands both synchronously and asynchronously with real-time output streaming and process management capabilities. It enables users to start background tasks, monitor progress, and manage long-running processes via Stdio or HTTP transports.

Outlook MCP Server

Enables AI-powered email management for Microsoft Outlook, allowing users to search, compose, organize, and batch forward emails using natural language commands with 100% local processing.

MCP Server Demo

A WebSocket-based Model Control Protocol (MCP) server that processes model requests and provides responses. Supports chat and text completion actions with a standardized JSON protocol for AI model communication.

BatchIt

一个简单的聚合服务器，允许将多个 MCP 工具调用批量处理成单个请求，从而减少 AI 代理的 token 使用量和网络开销。

mcp-pandoc-ts: A Document Conversion MCP Server (TypeScript/Host Service Version)

使用本地 Pandoc 主机服务，从 Docker 环境控制主机上的 Pandoc 的 MCP-Server

CoderSwap MCP Server

Enables AI agents to autonomously create and manage topic-specific vector knowledge bases with end-to-end functionality including project creation, content ingestion from URLs, semantic search, and progress tracking. Provides a complete research workflow without exposing low-level APIs.

Alpaca API MCP Server

Enables trading and portfolio management through the Alpaca API, allowing users to place orders, manage positions and watchlists, access market data, and retrieve account information through natural language.

vSphere-MCP-Pro

Enables secure management of VMware vCenter 8.0+ environments through controlled operations including VM lifecycle management, snapshots, and resource discovery with built-in RBAC authorization, audit logging, and rate limiting.

TimeMCP

用 Golang 编写的 MCP 服务器，用于替换 modelcontextprotocol/time MCP 服务器。 (Yòng Golang biānxiě de MCP fúwùqì, yòngyú tìhuàn modelcontextprotocol/time MCP fúwùqì.) This translates to: "A MCP server written in Golang to replace the modelcontextprotocol/time MCP server."

Merge MCP Server

提供 Merge API 和支持 MCP 协议的 LLM 提供商之间的集成，从而实现与 HRIS、ATS 和其他类别中的 Merge 数据进行自然语言交互。

MySSL MCP Server

MySSL MCP 服务器 (MySSL MCP Fúwùqì)

AWS MCP Server

Enables AI assistants to execute AWS CLI commands and retrieve service documentation through the Model Context Protocol. It supports Unix pipes for output filtering and provides pre-defined prompt templates for common cloud management tasks.

agloop-mcp

An MCP server providing 14 introspection tools for AgLoop, a custom agent framework for VS Code Copilot. It enables users to monitor and manage agent states, tasks, execution logs, and plans through a set of specialized read and write tools.

readme-updater-mcp

Okay, here's the translation of "MCP server to update README.md using Ollama for conflict analysis." into Chinese, along with a few options depending on the nuance you want to convey: **Option 1 (Most Literal and General):** * **MCP服务器使用Ollama更新README.md，进行冲突分析。** * (MCP fúwùqì shǐyòng Ollama gēngxīn README.md, jìnxíng chōngtú fēnxī.) * This is a straightforward translation. It's clear and understandable. **Option 2 (More Emphasis on the *Purpose* of Using Ollama):** * **MCP服务器使用Ollama来更新README.md，并进行冲突分析。** * (MCP fúwùqì shǐyòng Ollama lái gēngxīn README.md, bìng jìnxíng chōngtú fēnxī.) * The addition of "来 (lái)" emphasizes that Ollama is *being used in order to* update the README.md. "并 (bìng)" adds a slight emphasis on the "and" connecting the two actions. **Option 3 (Slightly More Technical/Formal):** * **MCP服务器利用Ollama进行冲突分析，以更新README.md。** * (MCP fúwùqì lìyòng Ollama jìnxíng chōngtú fēnxī, yǐ gēngxīn README.md.) * This version uses "利用 (lìyòng)" which means "utilize" or "leverage." It's a bit more formal and suggests a more deliberate use of Ollama's capabilities. The "以 (yǐ)" means "in order to" or "so as to." This version puts the conflict analysis first, implying it's a prerequisite for the update. **Option 4 (Focus on Ollama's Role in Resolving Conflicts):** * **MCP服务器使用Ollama进行冲突分析，从而更新README.md。** * (MCP fúwùqì shǐyòng Ollama jìnxíng chōngtú fēnxī, cóng'ér gēngxīn README.md.) * This option uses "从而 (cóng'ér)" which means "thereby" or "thus." It emphasizes that the conflict analysis *leads to* the update of the README.md. It implies that Ollama's conflict analysis directly enables the update. **Which one to choose?** * If you want a simple, direct translation, use **Option 1**. * If you want to emphasize the *purpose* of using Ollama, use **Option 2**. * If you want a slightly more technical and formal tone, and emphasize the conflict analysis as a prerequisite, use **Option 3**. * If you want to emphasize that the conflict analysis *directly enables* the update, use **Option 4**. I would probably lean towards **Option 1** or **Option 2** for most general purposes. They are clear and easy to understand.

MCP Server NestJS

A robust server-side application that implements Model Context Protocol (MCP) for file operations, providing authentication and modular REST APIs for managing files, users, and posts.

Mcp Autotest

用于自动测试 MCP 服务器的实用程序

PocketBase MCP Server

一个综合性的服务器，通过模型上下文协议，能够使用 PocketBase 进行高级数据库操作，并提供集合管理、记录操作、用户管理和数据库管理等工具。

Riza MCP Server

一个 MCP 服务器，它包装了 Riza 代码解释器 API，并将端点呈现为单独的工具。

Appwrite MCP

Enables AI agents to fully automate Appwrite backend operations with 143 tools covering databases, users, storage, functions, messaging, and more. Supports advanced features like GeoJSON attributes, file uploads, function deployment, and bulk operations.

MariaDB / MySQL Database Access MCP Server

一个提供对 MariaDB 或 MySQL 数据库访问的 MCP 服务器。

MCP Boilerplate

A modern, lightning-fast starter template for building Model Context Protocol applications with Bun, enabling developers to create MCP servers with TypeScript support, validation, and environment configuration.

Browser Monitoring MCP Server

打开一个浏览器来监控和检索控制台日志和网络请求，为大型语言模型提供关于网页行为的结构化数据。

Caido MCP Server

Enables AI agents to perform automated security testing through Caido, providing 10 security tools for vulnerability scanning (XSS, SQLi, command injection), HTTP request manipulation, and penetration testing workflows with whitelist protection.

MCP Advisor

MCP 服务器，用于协助大型语言模型和人类理解并遵守模型上下文协议规范。

Paperless NGX

通过自然语言界面，实现与 Paperless-NGX API 服务器的交互，支持文档管理、标签和元数据操作。

Wikidata MCP Server

一个服务器实现，用于使用模型上下文协议与维基数据 API 交互，提供搜索标识符、提取元数据和执行 SPARQL 查询的工具。