Discover Awesome MCP Servers

FastMCP Tools Calculator

A demonstration MCP server that provides calculator functionality through both stdio and FastAPI implementations. Enables users to perform mathematical calculations via MCP tools using the FastMCP framework.

WildFly MCP

WildFly MCP 服务器和其他工具，用于将 WildFly 集成到 AI 领域 - wildfly-extras/wildfly-mcp

Grok2 Image MCP Server

grok2-image MCP 服务器

OpenTofu MCP Server

A Model Context Protocol server that allows AI assistants to search for and retrieve information about OpenTofu providers, modules, resources, and data sources from the OpenTofu Registry.

OrgBrain MCP Server

Provides knowledge extraction and cross-repo analysis tools for multi-repository organizations. It enables users to query type definitions, service dependencies, and infrastructure configurations across an entire organization's codebase.

MCP Server

一组轻量级的服务器，通过模型上下文协议（Model Context Protocol）暴露天气和金融功能，允许用户访问天气警报、预报以及包含技术分析的金融市场数据。

Laundry Timer MCP

Helps plan optimal laundry times by providing access to laundry preferences and real-time weather forecasts, particularly useful for determining when to line-dry clothes.

MantraChain MCP Server

一个服务器，通过模型上下文协议提供与 MantraChain 区块链交互的工具，允许用户管理代币、质押资产、查询余额以及执行各种区块链操作。

Azure AI Foundry MCP Server

Enables interaction with Azure AI Foundry services including model exploration and deployment, knowledge management through AI Search, evaluation of text and agents, and fine-tuning operations. Provides unified access to Azure's AI capabilities through natural language commands.

ViperMCP

A mixture-of-experts visual question-answering server that enables visual grounding, compositional image question answering, and external knowledge-dependent image question answering through code generation and execution. Built on the ViperGPT framework with support for multiple computer vision models including Grounding DINO, SegmentAnything, and GPT-4o.

Deploy FastAPI on AWS: Fargate & ALB

Running an MCP Server on AWS Fargate on Amazon ECS

LinkedIn MCP Server

通过模型上下文协议，使人工智能助手能够与领英数据互动，从而实现个人资料搜索、职位发现、消息传递和人脉分析。

Interactive Brokers MCP Server

Enables AI assistants to interact with Interactive Brokers trading accounts to retrieve market data, check positions, and place trades. Includes pre-configured IB Gateway and handles OAuth authentication automatically.

Instructa AI Prompts MCP

一个模型上下文协议的实现，用于在单体仓库结构中，使用基于 TypeScript 的架构来管理和提供 AI 提示词。 (Alternative, slightly more literal translation): 一个模型上下文协议的实现，用于在单体仓库结构中，通过基于 TypeScript 的架构来管理和提供 AI 提示（prompt）。

Twilio MCP Server

An implementation of the Model Context Protocol (MCP) server that exposes Twilio APIs to AI assistants and tools, allowing them to interact with Twilio services through the MCP protocol.

Business Unit MCP Server

A Multi-Agent Conversation Protocol server that enables interaction with HubSpot's Business Units API, allowing users to manage company business units through natural language.

Microsoft Teams MCP Server

一个 MCP 服务器，它可以通过一个简单的工具界面，将 Markdown 格式的通知发送到 Microsoft Teams 频道。 (Alternative, slightly more formal translation): 一个 MCP 服务器，其功能是通过简易的工具界面，向 Microsoft Teams 频道发送 Markdown 格式的通知。

Arc Memory MCP Server

A bridge that exposes structured, verifiable context and query capabilities of a local Temporal Knowledge Graph to MCP-compatible AI agents, enabling them to access explicit project history and relationships rather than just semantic content.

Notifications MCP Server

Enables AI assistants to send native macOS notifications for task completion alerts and reminders. Supports interactive features like custom system sounds, action buttons, and user replies directly from the notification center.

Jira MCP Toolset

A collection of tools for interacting with Jira via the Model Context Protocol, providing core functionalities like fetching and analyzing issues, plus a guided Issue Creation Wizard.

mcp-after-effects

A Model Context Protocol (MCP) server for Adobe After Effects that enables AI assistants and other applications to control After Effects through a standardized protocol.

WhatsApp MCP Server

一个 Node.js 应用程序，它可以通过 AppleScript 自动化实现与 macOS 上的 WhatsApp 桌面版的程序化交互，允许用户发送消息和检查 WhatsApp 状态，而无需直接的 UI 交互。 (Alternatively, a slightly more formal translation:) 一个 Node.js 应用程序，旨在通过 AppleScript 自动化，实现与 macOS 桌面版 WhatsApp 的程序化交互。该应用允许用户发送消息并检查 WhatsApp 状态，无需直接操作用户界面。

Spamshieldpro MCP Server

Enables spam detection and content filtering by integrating with the Spamshieldpro API to check form submissions and text content for spam.

Docs MCP Server

一个灵活的模型上下文协议服务器，它使得文档或代码库可以通过 AI 助手进行搜索，允许用户通过简单地指向一个 Git 仓库或文件夹来与代码或文档进行对话。

Thesaurus By Api Ninjas

Provides access to synonyms and antonyms for words through the API Ninjas Thesaurus API, enabling vocabulary enhancement and word exploration.

python-mcp-server

构建 Python MCP 服务器 (Gòu jiàn Python MCP fúwùqì)

AWS CDK MCP Server

Provides guidance and tools for the AWS Cloud Development Kit, including infrastructure patterns, GenAI constructs, and security compliance via CDK Nag. It streamlines development by generating Bedrock Agent schemas and providing comprehensive documentation for Lambda layers and AWS Solutions Constructs.

search-fusion-mcp

🔍 High-Availability Multi-Engine Search Aggregation MCP Server - Intelligent Failover, Unified API, LLM-Optimized Content Processing.