Discover Awesome MCP Servers

ifly-spark-agent-mcp

这是一个使用 MCP Server 调用讯飞星火认知大模型平台任务链的简单示例。

WCAG MCP Server

Provides comprehensive access to WCAG 2.2 accessibility guidelines, including all 87 success criteria with full Understanding documentation, 400+ techniques, glossary terms, and ACT test rules from official W3C data.

Bing Search

一个模型上下文协议服务器，它与微软必应搜索 API 集成，允许 AI 助手执行网页、新闻和图像搜索。

Kie.ai MCP Server

Enables AI-powered image generation and editing with Nano Banana, plus professional video creation with Veo3, all through Kie.ai's APIs. Includes task tracking, status monitoring, and 1080p video upgrades.

MCPサーバの作り方 & 使い方

MCP Server/Client 指的是 **Minecraft Protocol Server/Client**，即 **Minecraft 协议服务器/客户端**。 更具体地说： * **Minecraft Protocol (MCP)**: 这是 Minecraft 客户端和服务器之间通信所使用的协议。它定义了客户端和服务器如何交换数据，例如玩家的位置、方块的变化、聊天消息等等。 它是一套规则和格式，确保双方能够理解彼此发送的信息。 * **MCP Server (Minecraft Protocol Server)**: 这是一个实现了 Minecraft 协议的服务器。 官方的 Minecraft 服务器就是一个 MCP 服务器。 但是，也存在许多其他的 MCP 服务器实现，例如用于创建自定义服务器或代理服务器。 它们负责接收来自客户端的请求，处理这些请求，并将响应发送回客户端。 * **MCP Client (Minecraft Protocol Client)**: 这是一个实现了 Minecraft 协议的客户端。 官方的 Minecraft 游戏客户端就是一个 MCP 客户端。 它负责连接到 MCP 服务器，发送请求（例如移动、挖掘、聊天），并接收来自服务器的响应，然后将这些响应呈现给玩家。 同样，也存在非官方的 MCP 客户端，例如用于自动化任务或测试。 **简单来说：** 想象一下，你在餐厅点餐。 * **MCP 协议** 就像餐厅的菜单，规定了你可以点什么菜，以及如何点菜（例如，你需要说出菜名和数量）。 * **MCP 服务器** 就像餐厅的服务员，负责接收你的订单，将订单交给厨房，然后将做好的菜端给你。 * **MCP 客户端** 就像你，负责阅读菜单，点菜，然后享用美食。 因此，MCP Server/Client 描述了 Minecraft 客户端和服务器之间基于 Minecraft 协议的通信关系。

xgmem

A TypeScript-based MCP server that provides project-specific knowledge graph memory for LLM agents to store and retrieve entities, relations, and observations. It features disk-persistent storage and supports cross-project knowledge sharing to enhance agent long-term memory.

AI Prediction MCP Server

A Model Context Protocol server that provides Claude with access to AI-powered trading predictions and analysis from the aiprediction.us API, handling authentication, date formatting, and data retrieval.

Git Spice Help MCP Server

一个模型上下文协议服务器，与 Cursor IDE 集成，提供实时的 git-spice 文档搜索功能。

UniFi MCP Server

Enables comprehensive management of UniFi Network infrastructure through 24 tools for monitoring and controlling devices, clients, wireless networks, security, and guest access. Supports network administration tasks like device restarts, client blocking, WLAN configuration, and backup creation.

Llama 4 Maverick MCP Server

Bridges Llama models with Claude Desktop through Ollama, enabling privacy-first local AI operations with 10+ built-in tools for file operations, web search, calculations, and custom model deployment. Features streaming support, hybrid intelligence workflows, and extensive Python ecosystem integration for research, development, and enterprise applications.

Mowen Notes MCP Server

Enables interaction with Mowen Notes to create, edit, and manage rich text content including file uploads and internal note links. It allows users to manage their notes directly within MCP-compatible environments like Cursor or Claude Desktop.

Eventfinda MCP

Provides access to event data from the Eventfinda API, allowing AI agents to search for events by location and retrieve detailed information including descriptions, dates, addresses, and ticket details.

SNC Cribl MCP

Enables querying and exploring Cribl Stream and Edge deployments, providing access to worker groups, fleets, sources, destinations, pipelines, routes, event breakers, and lookups through a structured interface.

OracleDB MCP Server

Enables LLMs to interact with Oracle Databases by providing specific table and column metadata as context. Users can generate SQL statements and retrieve query results directly through natural language prompts.

SEC EDGAR MCP

用于美国证券交易委员会 EDGAR 系统的模型上下文协议 (MCP) 服务器

Weather MCP Server

A Model Context Protocol (MCP) server that provides real-time weather alerts and forecasts from the US National Weather Service.

Renpho MCP Server

Provides access to body composition data from Renpho smart scales, enabling users to query weight, BMI, body fat percentage, muscle mass, and other health metrics with trend analysis over customizable time periods.

Claude-NWS Protocol Bridge

Integrates the US National Weather Service API with Claude Desktop to provide real-time weather conditions, forecasts, and detailed weather metrics for any US location through natural language queries.

MOIDVK

A comprehensive Model Context Protocol (MCP) server that provides 37+ intelligent development tools across JavaScript/TypeScript, Rust, and Python with security-first design and high-performance features.

mpc-test

一个能够测试 MCP 协议所有功能的 MCP 服务器

FL Studio MCP Server

Enables AI assistants to control FL Studio through MIDI communication, providing transport control, mixer adjustments, channel rack manipulation, plugin parameter automation, and piano roll note editing capabilities.

Red Team MCP

A multi-agent collaboration platform that provides access to over 1,500 models from 68 providers via the Model Context Protocol. It enables users to assemble and coordinate specialized AI teams using advanced orchestration modes like swarm, debate, and hierarchical workflows.

Bar Assistant MCP Server

Enables intelligent cocktail discovery and recipe retrieval from Bar Assistant instances with natural language search, similarity matching, batch processing, and ingredient analysis capabilities.

Evernote MCP Server

Enables AI assistants to search and read your Evernote notes using natural language queries through secure OAuth authentication. Supports containerized deployment with production-ready security features.

StarRocks MCP Server

StarRocks MCP (模型上下文协议) 服务器。通过在 GitHub 上创建一个帐户来参与 StarRocks/mcp-server-starrocks 的开发。

MCP News Scraper

A Model Control Protocol server that provides news scraping capabilities for Khaleej Times, allowing users to fetch headlines and full article content programmatically.

China Weather MCP Server

Enables querying weather forecasts (1-7 days) and meteorological warnings for Chinese cities using the QWeather API. Supports detailed weather data including temperature, humidity, wind, precipitation, UV index, and real-time weather alerts.

Jekyll MCP Server

Indexes and searches Jekyll blog content, enabling AI assistants to search posts by keyword/category/tags, retrieve full post content, compare drafts against published posts, and analyze blog categories and tags.