Discover Awesome MCP Servers

MCP-RAG

基于 MCP 服务器的 RAG 系统 (Jīyú MCP fúwùqì de RAG xìtǒng) This translates to: **"RAG system based on MCP server"** While this is a direct translation, it might be helpful to provide a little more context depending on the intended audience. Here are a few options: * **More formal/technical:** 使用 MCP 服务器的检索增强生成系统 (Shǐyòng MCP fúwùqì de jiǎnsuǒ zēngqiáng shēngchéng xìtǒng) - "Retrieval-Augmented Generation system using an MCP server." This is more literal and emphasizes the technical aspects. * **Slightly more descriptive (but still concise):** 利用 MCP 服务器的 RAG 系统 (Lìyòng MCP fúwùqì de RAG xìtǒng) - "RAG system that leverages an MCP server." **Therefore, the best translation depends on the context. However, the first option, "基于 MCP 服务器的 RAG 系统 (Jīyú MCP fúwùqì de RAG xìtǒng)" is a good general translation.**

Maid-MCP

Gives Claude Desktop a maid personality with Japanese-accented text-to-speech, an interactive visual avatar with 16+ poses and animations, and speech recognition for voice input. Designed for fun rather than productivity.

https://github.com/Streen9/react-mcp

react-mcp 与 Claude Desktop 集成，能够根据用户提示创建和修改 React 应用程序。

WSAPI WhatsApp MCP Server

Enables AI assistants to interact with WhatsApp through the WSAPI service, supporting comprehensive messaging, contact management, group operations, and account management functionality. Allows sending various media types, managing chats, and controlling WhatsApp sessions through natural language.

mcp-server-dlis

A Model Context Protocol server that provides DLIS (Digital Log Interchange Standard) file analysis capabilities. This server enables LLMs to extract information from DLIS files, including channel data and metadata, with support for hierarchical data structures.

TestFlight Feedback MCP Server

Enables AI assistants to access TestFlight beta tester feedback, including screenshots, crash logs, and text comments from App Store Connect. It works across any platform without requiring Xcode, using official API keys and optional browser automation for full text feedback.

pipelock

Security proxy that wraps any MCP server with bidirectional scanning for credential leaks, prompt injection, and tool description poisoning. Also provides an HTTP fetch proxy with a 9-layer scanner pipeline for capability-separated agent deployments.

Finviz MCP Server

Provides comprehensive stock screening and fundamental analysis capabilities using Finviz data, including earnings tracking, volume surge detection, technical indicators, dividend growth screening, and SEC filing retrieval.

FitSlot MCP Server

Integrates with FitSlot API to manage support tickets, provide chatbot assistance with FAQs, and analyze bioimpedance PDF documents with health metrics and personalized recommendations.

MCP

MCP 服务器 (MCP fúwùqì)

IteraTools MCP

Production-ready MCP server with 40+ tools — QR codes, PDFs, text processing, TTS, web scraping, image generation and more. Built for AI agents.

MCP Shell Server

A secure interface that enables language models to execute shell commands on the host operating system through the Model Context Protocol.

OpenAPI to MCP Server

Automatically converts any OpenAPI specification into an MCP server, exposing all HTTP endpoints as callable tools with support for various authentication methods and request types.

MCP Time Server

镜子 (jìng zi)

Concierge Voyage MCP

An interactive travel planning server that integrates flight searching, weather forecasting, and route calculation through external APIs like Amadeus and OpenWeather. It uses the Model Context Protocol to enable AI assistants to autonomously manage travel logistics and discover local services.

live2d-mcp

A simple MCP server that implements a note storage system allowing users to add and summarize notes with customizable detail levels.

Qiita MCP Server

一个模型上下文协议（Model Context Protocol, MCP）服务器，使人工智能代理能够与 Qiita 互动，允许通过标准化的 MCP 工具创建、读取和更新文章。

Signoz MCP Server

An MCP server that enables AI assistants to interact with Signoz observability platform, providing tools to query dashboards, metrics, traces, logs, and APM data with time range support.

MCP Starter

构建自定义本地模型上下文协议 (MCP) 服务器的基础，这些服务器提供可供 AI 助手（如 Cursor 或 Claude Desktop）访问的工具。

Uptrace MCP Server

An MCP server for the Uptrace observability platform that enables querying traces, spans, logs, and metrics through natural language. It provides tools for error analysis, service discovery, and trace visualization within MCP-compatible clients.

devdocs-mcp

An MCP server that provides version-pinned, deterministic documentation sourced from DevDocs.io to AI assistants (Claude, RooCode, Cline, Copilot etc.) and also via offline mode. Not via Scraping! But using the supported downloading option from devdocs.

Kibana MCP Server

Kibana SecOps 的 MCP 服务器

TypeScript MCP Server Boilerplate

A starter template for quickly developing Model Context Protocol (MCP) servers using the TypeScript SDK and Zod for schema validation. It includes example implementations for custom tools and resources like calculators, weather services, and system information.

BigCommerce API MCP Server

Enables AI assistants to interact with BigCommerce stores through comprehensive REST API integration. Provides tools for managing products, customers, and orders with advanced filtering and relationship tracking capabilities.

MCP Chess Server

A server that enables users to play chess against any LLM, with features for visualizing the board, making moves in standard notation, and analyzing positions from PGN files.

Alpaca MCP Server

Provides tools for interacting with the Alpaca Trading API, enabling trading operations like getting account information, placing/canceling orders, listing positions, and accessing market data.

MCP Server Semgrep

A Model Context Protocol compliant server that integrates Semgrep static analysis tool with AI assistants like Anthropic Claude, enabling advanced code analysis, security vulnerability detection, and code quality improvements through a conversational interface.

Loki MCP Server

An MCP ( Model Context Protocol ) Server for Grafana Loki

Remote MCP AuthKit Server

Enables remote MCP client connections with WorkOS AuthKit authentication and organization-based permission controls. Demonstrates permission-gated tool access, such as image generation tools restricted by user permissions.

Shopify MCP Server

Enables interaction with Shopify store data via the GraphQL Admin API to manage products, customers, orders, and collections. Supports multi-store configurations and provides comprehensive management tools for e-commerce administration in both local and remote environments.