Discover Awesome MCP Servers

Novita MCP Server

An MCP server that enables seamless management of Novita AI platform resources, currently supporting GPU instance operations (list, create, start, stop, etc.) through compatible clients like Claude Desktop and Cursor.

Basic MCP Application

一个简单的应用程序，演示了模型上下文协议（MCP）与 FastAPI 和 Streamlit 的集成，允许用户通过简洁的界面与 LLM 进行交互。

aws-mcp-cloud-dev

AI-powered cloud development with AWS MCP Servers

mcp-cloudflare

Slim Cloudflare MCP Server — 42 tools for managing DNS, zones, tunnels, WAF, Zero Trust, and security via Cloudflare API v4. Multi-zone support. No SSH, no shell, API-only with 3 runtime dependencies. AGPL-3.0 + Commercial dual-licensed.

FamilySearch MCP Server

一个模型上下文协议服务器，使像 Claude 或 Cursor 这样的 AI 工具能够直接与 FamilySearch 的家谱历史数据交互，包括搜索人物记录、查看详细信息以及探索祖先和后代。

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.

Garak-MCP

Garak LLM 漏洞扫描器的 MCP 服务器 https://github.com/EdenYavin/Garak-MCP/blob/main/README.md

SpiderFoot MCP Server

Enables interaction with SpiderFoot OSINT reconnaissance tools through MCP, allowing users to manage scans, retrieve modules and event types, access scan data, and export results. Supports both starting new scans and analyzing existing reconnaissance data through natural language.

Claude Runner MCP

An MCP server for scheduling and executing Claude Code CLI tasks via cron expressions, featuring a web dashboard and webhook support. It enables users to dynamically create custom MCP servers, manage recurring AI jobs, and track execution history with token and cost analytics.

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.

propublica-mcp

A Model Context Protocol (MCP) server that provides access to ProPublica's Nonprofit Explorer API, enabling AI models to search and analyze nonprofit organizations' Form 990 data for CRM integration and prospect research.

MCP客户端应用

移动应用程序连接到 Cloudflare MCP 服务器。 (Yídòng yìngyòng chéngxù liánjiē dào Cloudflare MCP fúwùqì.)

Text Analyzer

Provides comprehensive text analysis capabilities including character counting, word statistics, character type analysis, and text length validation for Korean and English text. Supports AI agents in analyzing and validating text content with detailed statistics and Unicode support.

MCP OI-Wiki

Enhances large language models with competitive programming knowledge by leveraging OI-Wiki content through vector search, allowing models to retrieve relevant algorithms and techniques.

Spotify MCP Server

Enables AI assistants to control Spotify playback, search for music, manage playlists, and interact with your Spotify library through natural language commands.

MCP APP

MCP 服务器应用程序，带有 RAG (检索增强生成)

Orchestrator MCP

An intelligent MCP server that orchestrates multiple MCP servers with AI-enhanced workflow automation and production-ready context engine capabilities for codebase analysis.

JobGPT MCP Server

Provides tools to search & auto-apply to jobs directly on company websites, generate custom resumes, get contacts of recruiters and referrals and track applications easily

AIOS Co-Founder MCP

Enables users to interact with a business co-founder/executive assistant that integrates with Google services (Gmail, Calendar, Contacts), web search, and includes approval gating for sensitive operations.

Sequential Thinking MCP Server

Enables structured, step-by-step problem-solving through dynamic thinking processes that can be revised, branched, and adjusted as understanding deepens. Supports breaking down complex problems into manageable steps with the ability to revise previous thoughts and explore alternative reasoning paths.

Mcp Difyworkflow Server

mcp-difyworkflow-server 是一个 mcp 服务器工具应用程序，它实现了 Dify 工作流的查询和调用，支持按需操作多个自定义 Dify 工作流。 ai, mcp, mcp-server

SurveyMonkey MCP Server by CData

This read-only MCP Server allows you to connect to SurveyMonkey data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

Remote MCP Server on Cloudflare

A Model Context Protocol server implementation that runs on Cloudflare Workers, allowing AI assistants like Claude to access external tools via MCP with OAuth login support.

Apple MCP Tools

A collection of tools that enable AI assistants to interact with Apple applications and services including Contacts, Notes, Messages, Mail, Reminders, Calendar, Maps, and Web Search through the Model Context Protocol.

Sefaria Jewish Library

提供访问 Sefaria 图书馆中犹太文本的权限。该服务器使大型语言模型能够通过标准化的界面检索和引用犹太文本。

MCP Context Hub

A local MCP server for RAG memory, semantic search, and context optimization using Ollama and SQLite. It serves as a central hub that manages document embeddings, text compression, and proxies calls to other sub-MCP servers.

Nano Banana Pro MCP

Enables AI agents to generate, edit, and analyze images using Google's Gemini image generation models including Nano Banana Pro (gemini-3-pro-image-preview).

Kaiza MCP Server

Enables secure, audited file operations with LLMs by enforcing implementation plans, restricting writes to approved file scopes, and maintaining a tamper-evident audit log with stub detection.