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Open-Source MCP servers

Production-ready MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

9,467 servers. Last updated -

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    A simple MCP server implementation in TypeScript that communicates over stdio, allowing users to ask questions that end with 'yes or no' to trigger the MCP tool in Cursor.
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    MCP-ORTools integrates Google's OR-Tools constraint programming solver with Large Language Models through the MCP, enabling AI models to: Submit and validate constraint models Set model parameters Solve constraint satisfaction and optimization problems Retrieve and analyze solution
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    Integrates I Ching divination with AI responses, allowing users to receive guidance through traditional Chinese philosophy using the bibliomantic approach described in Philip K. Dick's work.
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    A Laravel-based Model Context Protocol demonstration that enables users to manage orders and query e-commerce data in Traditional Chinese through an AI-powered chat interface.
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    Enables traditional Chinese divination calculations through Liu Ren (六壬) chart generation. Provides tools for calculating Liu Ren divination charts based on specified dates and times, along with current time retrieval functionality.
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    A MCP service based on the Xueqiu (Chinese stock market) API that enables users to query stock data directly through Claude or other AI assistants.
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    A Model Context Protocol server allowing Claude AI to interact with AWS resources through natural language, enabling users to query and manage AWS services without using the traditional AWS Console or CLI.
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    Native MCP Overview RongCloud Native MCP is a lightweight RongCloud IM service wrapper based on the MCP (Model Control Protocol) protocol. By directly wrapping the high-performance Rust IM SDK, it provides a simple and efficient instant messaging solution for client-side or local applications
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    A specialized MCP server for in-depth analysis of git repositories, offering tools for branch overview, time period analysis, file changes, and merge recommendations.
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    An advanced Medical Care Platform server designed for accessing and analyzing clinical evidence data to support precision medicine and oncology research.
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    A Multi-Call Protocol server providing comprehensive access to Chinese stock market data through a unified API, leveraging AKShare to fetch real-time and historical data from various Chinese exchanges.
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    Provide seamless access to Magic: The Gathering Chinese card data from 大学院废墟(sbwsz.com) through a set of powerful query tools. Search cards by complex criteria, retrieve card sets, and get detailed card information to enhance your applications or workflows.
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    A Model Context Protocol plugin for Chinese Tung Shing (黄历/通勝/通胜) almanac calculations
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    A standalone Model Context Protocol server that enables AI models to access the Australian Pharmaceutical Benefits Scheme (PBS) API data, including medicine listings, pricing, and availability information.
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    A basic example of a serverless Model Context Protocol (MCP) implementation using Netlify Functions, allowing developers to run MCP services without managing traditional server infrastructure.
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    A Model Context Protocol server that provides real-time database schema information to AI assistants, supporting both low-code system schema queries and traditional database metadata queries.
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    A server that translates Model Context Protocol (MCP) tool callings to traditional HTTP API requests, allowing existing HTTP APIs to be integrated into MCP territory through configurable mappings.
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    A Cloudflare Workers server that extends a traditional full-stack TODO application with Model Context Protocol support, enabling AI agents to interact with the app through Stytch authentication.
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    A Model Context Protocol server that provides real-time hot trending topics from major Chinese social platforms and news sites.
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    A MCP server that aggregates hot trends and rankings from various Chinese websites and platforms including Weibo, Zhihu, Bilibili, and more.
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    A Model Context Protocol server that bridges Microsoft Teams with MCP-compatible clients (LLMs, agentic frameworks, CLI), enabling chat integration, message search, and event streaming without traditional REST API endpoints.
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    A comprehensive Model Context Protocol server that bridges LLMs with self-hosted media services, enabling natural language control of TV shows, movies, downloads, and notifications while maintaining traditional API access.
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    A Model Context Protocol server that enables Claude Desktop to access and analyze Chinese and global financial market data through the AKShare library.
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    An AI-powered goal management system that transforms traditional goal tracking into storytelling, helping users focus on one goal at a time with personalized narratives and insights that increase motivation and achievement.
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    A Model Context Protocol server that allows large language models to search for and analyze Chinese railway (12306) tickets through a simple API interface.
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    Provides weather forecast data for locations in China through HeFeng Weather API, supporting real-time, hourly, and daily forecasts with full Chinese weather descriptions.
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    A Model Context Protocol server that provides AI models with real-time trending content from 18 major Chinese internet platforms, including Weibo, Zhihu, and Bilibili.
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    A multi-purpose MCP server that enables Reddit research for market validation, data visualization with charts, medicine information lookup, user preference management, and task management tools. Provides comprehensive utilities for research, data analysis, and personal productivity through natural language interactions.
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    A server that allows interfacing with the Chinese social media platform Xiaohongshu through HTTP requests, enabling searching notes, retrieving note content and comments, and posting comments.
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    interact with your WordPress site (s) using this MCP WordPress Server 100% created with Cline. If you use Cline you can have it evaluate the code by pointing it to the repository and asking if the code is safe to use. See the READ.me for a detailed overview. Enjoy!
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    An AI-powered metaphysical Bazi calculator that provides accurate Chinese astrological chart calculations for personality analysis and destiny forecasting, addressing inaccuracies in existing AI fortune-telling tools.
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    A Model Context Protocol server that enables users to automatically generate articles using large language models and publish them directly to Zhihu (a Chinese Q\&A platform).
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