Discover Awesome MCP Servers

niuyin-mcp-server

芝士学爆 MCP 服务

Remote Calculator MCP Server

A containerized MCP server deployed on Amazon EKS that provides a simple calculator tool for adding two numbers. Demonstrates how to deploy and scale MCP servers in a Kubernetes environment with proper session management and HTTP endpoints.

Zoho Timeline MCP Server

Enables Claude Desktop to interactively capture and analyze Zoho CRM timeline screenshots, automatically extracting timeline events, workflows, and functions through OCR and vision API, with export to JSON and Markdown formats.

SQLite-MCP

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AutoBuildMCP

A profile-based build automation server powered by MCP that manages, executes, and monitors build processes across multiple projects with features like build queuing, asynchronous execution, and file-watching for automatic rebuilds.

mcp-agent-tool-adapter

使用现代 Agent 框架将 MCP 工具转换为协作式推理 Agent。

MCP Orquestrador

Advanced task automation system that reads codebases, divides complex tasks into specific steps, and rigorously executes them with complete testing, documentation, validation and automatic correction.

Prompt Manager

通过简化的SOLID架构，实现提示词的创建、管理和模板化，允许用户按类别组织提示词，并在运行时填充模板。

keyphrases-mcp

Enables AI-driven workflows to extract keyphrases more accurately and with higher relevance using the BERT machine learning model. It works directly with your local files in the allowed directories saving the context tokens for your agentic LLM.

Store Scraper MCP

Enables querying and retrieving data from App Store and Google Play Store, including app details, reviews, ratings, rankings, permissions, and search capabilities across both iOS and Android platforms.

Shogi MCP Server

Enables AI agents to analyze shogi (Japanese chess) positions and moves by integrating with USI protocol engines. Provides position analysis, move evaluation, and game state assessment through HTTP API bridge and MCP tools.

Master Brain MCP Hub

A central knowledge hub that connects AI tools to a unified 'Master Brain' with automated memory capabilities. It utilizes intelligent analysis to automatically capture and store key decisions, fixes, and learnings across various development environments.

mcp-odbc

为任何可通过 ODBC 连接器（驱动程序）访问的数据库管理系统 (DBMS) 提供通用的开放数据库互连 (ODBC)。

GitHub MCP TypeScript SDK Server

Provides comprehensive access to GitHub repositories, issues, pull requests, commits, user profiles, and statistics through 10 tools with natural language query support and advanced search capabilities.

App Store Connect Server

一个 MCP 服务器，用于与 App Store Connect API 通信，为 iOS 开发者服务。

MCP

一个使用 Claude 和 DuckDuckGo 的 Minecraft 服务器。 (Yī gè shǐyòng Claude hé DuckDuckGo de Minecraft fúwùqì.)

MCP-MCP

A Meta-MCP Server that acts as a tool discovery service, helping AI assistants find appropriate MCP servers from a database of 800+ servers when they need capabilities that aren't currently available.

Tableau MCP Server

Enables interaction with Tableau Cloud and Tableau Server through the REST API, supporting workbook management, view queries, extract refreshes, and content search operations.

JIRA

提供使用 JQL 搜索 Jira 问题并检索详细问题信息的功能。

Swagger/OpenAPI MCP Server

A Model Context Protocol server that enables LLMs to explore and interact with API specifications by providing tools for loading, browsing, and getting detailed information about API endpoints.

Serper MCP Server

一个模型上下文协议服务器，它使大型语言模型（LLM）能够通过 Serper API 执行 Google 搜索，从而允许模型从网络检索最新信息。

Graphiti MCP Server

Enables users to query a comprehensive knowledge graph of personality psychology containing over 16,000 nodes covering traits, frameworks, and assessments. It supports semantic search of facts and entities, relationship extraction, and the ability to add new information to the graph.

HashiCorp Vault MCP Server

Model Context Protocol (MCP) Server for HashiCorp Vault secret management

Majin Slide MCP

Generates AI-powered prompts for creating markdown slide presentations and saves them as Marp-compatible files. Supports customizable presentation styles, templates, and direct file creation for professional slideshows.

Twosplit MCP Server

一个 MCP 服务器，它利用多个 Claude 实例，通过将相同的提示发送到两个独立的实例，并使用第三个实例来组合或选择最佳元素，从而提供增强的响应。

PRIMS – Python Runtime Interpreter MCP Server

Enables LLM agents to execute arbitrary Python code in secure, isolated sandbox environments with automatic dependency management and file handling. Each code execution runs in a fresh virtual environment that gets destroyed after completion, providing safe and reproducible Python code execution.

kmcp

🚀 用于 Kubernetes 的 MCP 服务器。

Polymarket MCP Server

Enables Claude to autonomously trade, analyze, and manage positions on Polymarket prediction markets with 45 comprehensive tools including market discovery, real-time monitoring, portfolio management, and AI-powered trading recommendations with enterprise-grade safety features.

Hedgehog

A Model Context Protocol server that manages structured technical spike investigations and generates Architecture Decision Records through an enforced four-phase workflow. It enables developers to track exploration branches, document adversarial challenges, and maintain persistent state across multiple sessions.