Discover Awesome MCP Servers

alpaca-mcp-server

alpaca-mcp-server

demo

demo

Jira MCP Toolset

A collection of tools for interacting with Jira via the Model Context Protocol, providing core functionalities like fetching and analyzing issues, plus a guided Issue Creation Wizard.

DevFlow MCP

Provides AI agents with persistent, searchable memory using a knowledge graph stored in SQLite. Features semantic search, temporal awareness, and workflow-aware prompts for development projects.

MCP Smart Crawler

MCP Smart Crawler 是一个模型上下文协议 (MCP) 服务器，它使用 Playwright 来抓取网页内容、提取元数据，并下载视频和图像等资源。

Mailgun MCP Server

镜子 (jìng zi)

KubeGuard MCP Server

Enables security analysis of Kubernetes Role configurations using LLM-assisted prompt chaining and rule-based assessment. Provides comprehensive security scoring, hardened role generation, and runtime permission usage correlation to identify privilege escalation risks and over-permissive configurations.

code2prompt

一个代码提取工具，可以立即将您的代码转换为 AI 优化的提示词。在底层使用 code2prompt 来收集相关上下文。请访问 code2prompt.dev 了解更多信息。

AI Surge MCP

An open-source MCP server that tracks premier global AI information from sources like X and podcasts, enabling users to access relevant AI updates in their daily LLM conversations without searching multiple channels.

Zydsoft MCP Server

Enables medical symptom guidance and disease consultation through the Zydsoft API. Provides disease diagnosis guidance and access to lists of medical conditions and departments.

gemini-image-mcp

gemini-image-mcp

MCP Expr Lang

MCP Expr Lang

KPIC MCP Server

Enables users to search and retrieve detailed pharmaceutical drug information from the Korea Pharmaceutical Information Center (KPIC) API. Supports drug name searches and detailed lookups by drug code including ingredients, usage, precautions, and storage information.

OpenAI-Redis Conversation System

A persistent AI conversation system that uses OpenAI's API integrated with Upstash Redis for session storage, allowing users to maintain context across multiple conversations with support for tool integration via MCP architecture.

Columbia MCP Server

Facilitates deployment and management of services using the Model Context Protocol with a focus on high availability, scalability, and secure communication, leveraging Docker-based infrastructure, Prometheus, and Grafana for monitoring.

MCP Recherche d'entreprises

Enables interaction with the French business search API from data.gouv.fr, allowing users to search for French companies by text or geographical criteria and access essential business information.

Superjolt MCP Server

Enables AI-powered infrastructure management of JavaScript applications via natural language commands, allowing users to deploy, configure, and manage cloud services through Claude Desktop.

MCP Design System Bridge

Enables bidirectional synchronization between IDEs and Figma for Design System management, allowing developers to generate React components and synchronize design tokens, icons, and components across platforms.

AWS Nova Canvas

使用 Amazon Bedrock 的 Amazon Nova Canvas 提供图像生成功能，可以通过文本提示和调色板创建视觉效果——非常适合用于模型、图表和 UI 设计概念。

Cloudsword

一款帮助云租户发现和测试云上风险、增强云上防护能力的综合性开源工具

MCP Outlook Scheduler

Enables AI assistants to intelligently schedule meetings by checking Microsoft Outlook calendars, finding available time slots across multiple participants, and automatically booking meetings with Teams integration. Uses Microsoft Graph API with smart fallback logic for optimal scheduling.

MySQL MCP Server

Enables AI assistants to manage MySQL databases through natural language commands. Supports database operations, table management, data queries, and import/export functionality with built-in security features.

Amplify Data API MCP Server

This MCP server enables users to interact with AWS Amplify Gen2 application data through natural language, allowing AI assistants like Claude to perform operations on Amplify data models using conversational language instead of complex code.

MCP Remote Server for Kubernetes

Provides Kubernetes cluster management capabilities through natural language via MCP protocol over HTTP/SSE. Supports Pod, Service, Deployment operations, log retrieval, and resource management with JWT authentication and RBAC permissions.

MCP Server SPARQL

一个用于查询 SPARQL 端点的 MCP 服务器。

Data Planning Agent

Transforms high-level business intents into structured Data Product Requirement Prompts through AI-powered conversational refinement. Guides users through clarifying questions to gather comprehensive requirements for automated Business Intelligence dashboard generation.

mcp

MCP 服务器 (MCP fúwùqì)

MCP HTTP Requests

A comprehensive HTTP client MCP server for security testing, API testing, and web automation that provides full-featured HTTP tools with detailed logging capabilities.

PubTator-MCP-Server

🔍 一个基于 PubTator3 的生物医学文献标注和关系挖掘服务器，通过 MCP 接口提供便捷访问。

FlixBridge

FlixBridge is a Model Context Protocol (MCP) server that bridges AI assistants with media management services. It provides a unified interface for monitoring downloads, managing libraries, and automating media workflows.