Discover Awesome MCP Servers

MCP Database Filesystem

Enables SQL Server database operations (queries, table management) and file system access (read, write, directory listing) with security controls. Supports comprehensive database interactions and file management through a unified MCP interface.

Gemini MCP Server

Enables Claude Code to use Google Gemini AI capabilities for analyzing PDFs and images, generating and translating text, and reviewing code. Supports both CLI and API backends with different quota limits.

Simple Snowflake MCP

Simple Snowflake MCP Server to work behind a corporate proxy.

MySQL MCP Server

允许 Cursor 通过 MCP 协议与 MySQL 数据库交互，从而能够创建、查询、修改和删除数据库表和记录。

MCP Server Boilerplate

A starter template for building custom MCP servers with example tools, TypeScript support, and multi-client installation scripts for Claude Desktop, Cursor, and other MCP-compatible AI assistants.

Ubuntu MCP Server

A secure protocol server that allows AI assistants to safely interact with Ubuntu systems through controlled file operations, command execution, package management, and system information retrieval.

Apple RAG MCP

Provides AI agents with instant access to official Apple developer documentation, Swift docs, design guidelines, and Apple Developer YouTube content through advanced semantic and hybrid search capabilities. Features AI-powered reranking for accurate retrieval of Apple platform knowledge including iOS, macOS, watchOS, tvOS, and visionOS development resources.

OpenReplay MCP Server

Enables AI-powered analytics for OpenReplay user sessions through natural language queries. Supports session search, user journey analysis, error tracking, performance metrics, and funnel analysis to understand user behavior patterns.

Moltbook MCP Server

An MCP server that enables integration with Moltbook, a social network designed for AI agents. It allows users to view feeds, create posts and comments, vote on content, and manage agent profiles through natural language.

Shadcn Registry manager

MCP server for Shadcn UI, enabling automated, remote, or containerized project management via local or remote registries

Frontend Review MCP

An MCP server that reviews UI edit requests by comparing before and after screenshots, providing visual feedback on whether changes satisfy the user's requirements.

Deno MCP Template Repo

一个使用 Deno 编写和发布 MCP 服务器的模板仓库。

Instagram MCP Investigator

Automates Instagram profile scraping using Playwright with saved login sessions and generates AI-powered analytical reports. Enables users to extract profile data, recent posts metadata, and receive OpenAI-generated summaries through natural language interactions.

Remote MCP Server (Authless)

A template for deploying an authentication-free MCP server on Cloudflare Workers. Enables easy deployment and connection to MCP clients like Claude Desktop or Cloudflare AI Playground via Server-Sent Events.

MCP API Bridge Server

A Model Context Protocol server that bridges Google Sheets, Azure AI, and MQTT APIs to facilitate spreadsheet code generation, AI chat integration, and comprehensive IoT device management. It allows users to perform CRUD operations on spreadsheets, integrate Azure AI models, and handle real-time MQTT messaging for IoT applications.

Unleash Mcp

一个与 Unleash Feature Toggle 系统集成的模型上下文协议 (MCP) 服务器实现。

MCPServerDemo

A demonstration server that implements JSON-RPC 2.0 methods for basic arithmetic using FastAPI. It provides integration examples for the Model Context Protocol (MCP) using FastMCP to connect with Claude Desktop.

Firebase Realtime Database API MCP Server

An MCP Server that provides natural language access to Google's Firebase Realtime Database API, enabling database operations and management through conversation.

🛠️ Simple MCP Example with Claude and a Local JSON HTTP Server

Okay, here's a translation of "Simple MCP server using Claude to interact with a local JSON server" into Chinese, along with a few options depending on the nuance you want to convey: **Option 1 (Most Literal and Common):** * **使用 Claude 与本地 JSON 服务器交互的简单 MCP 服务器** * (Shǐyòng Claude yǔ běndì JSON fúwùqì jiāohù de jiǎndān MCP fúwùqì) This is a direct translation. It's clear and understandable. **Option 2 (Slightly More Natural Flow):** * **一个简单的 MCP 服务器，使用 Claude 来与本地 JSON 服务器进行交互** * (Yī gè jiǎndān de MCP fúwùqì, shǐyòng Claude lái yǔ běndì JSON fúwùqì jìnxíng jiāohù) This adds "一个" (yī gè - "a/an") at the beginning and "来进行" (lái jìnxíng - "to perform") before "交互" (jiāohù - "interact"). It makes the sentence flow a bit more naturally in Chinese. **Option 3 (Emphasizing the Purpose):** * **一个简单的 MCP 服务器，用于使用 Claude 与本地 JSON 服务器交互** * (Yī gè jiǎndān de MCP fúwùqì, yòng yú shǐyòng Claude yǔ běndì JSON fúwùqì jiāohù) This uses "用于" (yòng yú - "used for") to explicitly state the purpose of the MCP server. **Breakdown of the terms:** * **Simple:** 简单的 (jiǎndān de) * **MCP server:** MCP 服务器 (MCP fúwùqì) (MCP is usually kept as is) * **using Claude:** 使用 Claude (shǐyòng Claude) * **to interact:** 交互 (jiāohù) or 进行交互 (jìnxíng jiāohù) * **with:** 与 (yǔ) * **a local JSON server:** 本地 JSON 服务器 (běndì JSON fúwùqì) **Which option is best?** Option 1 is perfectly acceptable and the most straightforward. Option 2 is slightly more natural-sounding. Option 3 is good if you want to emphasize the purpose. Choose the one that best fits the context of where you're using the translation.

Armor Crypto MCP

Enables AI agents to interact with cryptocurrency ecosystems through wallet management, trading operations (swaps, DCA, limit orders), staking, and multi-chain support starting with Solana.

PDF Reader MCP Server

Empowers AI agents to securely read and extract information (text, metadata, page count) from PDF files within project contexts using a flexible MCP tool.

AWS Athena MCP Server

Enables execution of SQL queries against AWS Athena databases with schema discovery, query status management, and result retrieval through a standardized Model Context Protocol interface.

mailchimp-mcp

An MCP server that interfaces with the Mailchimp Marketing API to manage audiences, email campaigns, and subscribers. It enables users to create and schedule campaigns, handle member lists, and send test or live emails through natural language commands.

Social Search MCP

A Model Context Protocol (MCP) server that empowers LLMs to search across specific social media platforms using the industry's best search engines.

MCP Self-Learning Server

Enables autonomous learning from interactions through pattern recognition and machine learning techniques. Continuously improves performance by analyzing tool usage, providing predictive suggestions, and sharing knowledge across MCP servers.

RespCode MCP Server

Enables multi-architecture code generation and execution across platforms including x86_64, ARM, and RISC-V directly within Claude. It allows users to run code, compare outputs from multiple AI models, and perform hardware simulations for Verilog and VHDL.

Organization Policy API Server

An MCP Server that enables interaction with Google's Organization Policy API, allowing users to manage organization policies that control resource behavior within Google Cloud environments.

MetaTrader5 MCP Server

Enables access to MetaTrader5 market data and trading functionality, including real-time quotes, historical OHLCV data, tick data, symbol information, and technical indicators for forex and other trading instruments.

Spotify MCP Server

A Model Context Protocol server that enables Claude to interact with Spotify, allowing users to search for songs, create playlists, add tracks, and get recommendations using their Spotify account.