Discover Awesome MCP Servers

Pokemon Showdown MCP Server

Provides Pokemon Showdown competitive battle data to AI assistants, enabling lookup of Pokemon stats, moves, abilities, items, type matchups, and strategic information through natural language queries.

MCP Hybrid Forecasting

Enables algorithmic stock trading analysis by combining ARIMA, ARIMA-GARCH, and XGBoost models to generate buy/sell/hold signals with risk management, portfolio comparison, and volatility analysis for various market sectors.

MCP X++ Server

An MCP server for Microsoft Dynamics 365 Finance & Operations that enables the creation, modification, and analysis of D365 objects like classes, tables, and forms. It integrates with Visual Studio 2022 to provide tools for X++ code extraction, codebase search, and safe object deletion with dependency validation.

mcp-scan-qr

An MCP server that provides tools for scanning and extracting data from QR codes using single or multiple image URLs. It supports both individual and batch processing to retrieve encoded information from images hosted online.

3dprint-oracle

3D printing filament and materials knowledge MCP server. Gives LLMs authoritative access to 7,000+ filaments and curated material science knowledge.

PsiAnimator-MCP

Enables quantum physics simulations and visualizations by integrating QuTip for quantum computations with Manim for generating publication-quality animations of quantum states, circuits, and dynamics.

Slack Admin MCP Server

用于 Slack 频道管理的 MCP 服务器（创建、重命名、存档）

Exa MCP Server

Enables AI assistants to perform real-time web searches, company research, content crawling, LinkedIn searches, and deep research using the Exa AI Search API. Provides comprehensive web information retrieval capabilities in a safe and controlled manner.

Avanti Fellows PostgreSQL MCP Server

Read-only MCP server that enables AI tools like Claude and Cursor to query the Avanti Fellows PostgreSQL database, providing schema inspection, data sampling, and SELECT query execution capabilities.

cdmx-mcp

Provides direct access to Mexico City's open data including crime, 911 calls, air quality, ECOBICI bike sharing, and business registries through Claude without requiring data ingestion code.

MAVLinkMCP

用于通过 MAVLink 协议进行 LLM 与无人机通信的 MCP 服务器

Azure Java SDK MCP Server

A Model Context Protocol server that provides Azure Java SDK documentation to AI assistants, allowing them to access readme files with introductions, key concepts, and code samples.

QuantOracle

63 deterministic quant computation tools for autonomous financial agents. Options pricing, derivatives, risk metrics, portfolio optimization, statistics, crypto/DeFi, macro/FX, time value of money. 1,000 free calls/day, no signup required.

Node.js MCP Weather Server

An MCP server that provides weather information like forecasts and alerts for US locations using the National Weather Service API.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK, with example implementations of tools (calculator, greeting) and resources (server info).

k8s-mcp-assistant

A read-only Kubernetes MCP server that enables developers to inspect app status, view pod events, and fetch container logs from dev clusters without requiring full kubectl access.

Stock Market Data and Technical Indicators MCP Server

Provides stock market data and computes technical indicators like EMA, MACD, and RSI across multiple timeframes using the LongPort API and TA-Lib. It enables users to perform detailed financial analysis and multi-timeframe market reviews through standard MCP tools.

Aspire MCP Server

Enables Claude Cowork to interact with a PostgreSQL database for navigating educational content hierarchies and importing LaTeX-formatted quizzes. Users can fetch courses, units, and lessons while automatically parsing and inserting quiz questions into specific database tables.

Spreadsheet Remote MCP Server

Enables interaction with Google Spreadsheets through OAuth 2.0 authentication, supporting reading, writing, and creating spreadsheets via a remote MCP server using SSE.

Mermaid MCP Server

Enables agents to search official Mermaid diagram syntax documentation and validate Mermaid diagram code before presenting it to users, ensuring syntactically correct flowcharts, sequence diagrams, class diagrams, and other Mermaid visualizations.

KMA Weather MCP Server

Connects to the Korea Meteorological Administration (KMA) Open API to provide short-term and ultra-short-term weather forecasts for South Korea. It enables users to query current weather conditions and future forecasts based on latitude and longitude.

stockreport-mcp

A multi-market stock data server providing financial information, historical price data, and macroeconomic indicators for A-share, Hong Kong, and US markets. It leverages a hybrid data source model to enable comprehensive stock analysis and market reporting through MCP-compatible clients.

Snowflake Server

Snowflake 集成，实现读取和（可选）写入操作，以及洞察追踪。

Knowledge Graph MCP Server

Enables fast code analysis and navigation through hybrid semantic search, graph-based relationship tracking, and structure exploration across multiple programming languages with optimized indexing for large codebases.

SimDoc MCP Server

Enables access to scientific simulation documentation and code snippets for simulators like PyBaMM and Cantera. Provides AI-powered search and retrieval of simulation examples and documentation through natural language queries.

Telegram MCP Server

一个服务器，它允许通过与 MCP 兼容的主机（如 Claude for Desktop）直接与 Telegram 聊天互动，并提供检索聊天、获取消息和发送消息的工具。

Scryfall MCP Server

Enables AI assistants to search and retrieve Magic: The Gathering card data through the Scryfall API. Supports card searches, random card generation, autocomplete, set listings, and rulings lookup.

Cvent MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Cvent (beta): https://www.cdata.com/download/download.aspx?sku=TVZK-V&type=beta