发现优秀的 MCP 服务器

🎯 Kubernetes AI Management System

AI驱动的Kubernetes管理系统：一个将自然语言处理与Kubernetes管理相结合的平台。用户可以进行实时诊断、资源监控和智能日志分析。它通过对话式AI简化了Kubernetes管理，提供了一种现代化的替代方案。

ChainGPT AI News MCP Server

Provides access to AI-related crypto and Web3 news through the ChainGPT AI News API. Supports filtering by categories, blockchains, tokens, keywords, and date ranges across 40+ blockchains and 20+ categories.

MCP 学习项目⚡

个人学习MCP (Gèrén xuéxí MCP) - This translates to "Personal study of MCP."

Appointment Manager MCP Server

Enables users to manage appointments through a FastAPI backend with PostgreSQL database. Supports creating, listing, updating, and deleting appointments via natural language interactions through Claude.

Questrade MCP Server

An unofficial MCP server that integrates with the Questrade API to provide access to trading accounts, market data, and portfolio information. It enables users to view balances, track positions, search symbols, and analyze market trends through natural language.

Custom MCP Database Server

A Middleware/Control Plane server that allows AI code agents to securely execute queries against various databases (PostgreSQL, MySQL, MongoDB, Oracle) without directly exposing credentials.

Wireshark MCP Server

A containerized server that enables AI clients to perform automated network packet analysis, protocol inspection, and traffic forensics using Wireshark/tshark. It features a stateless design that synchronizes PCAP files directly from GitHub for secure and ephemeral analysis sessions.

KubeBlocks Cloud MCP Server

KubeBlocks Cloud 的 MCP 服务器

ALA API MCP Server

Enables interaction with the Atlas of Living Australia API to search and access 152+ million biodiversity records. Supports occurrence searches, spatial queries, bulk data downloads, and taxonomic data retrieval through natural language.

Documentation Generator MCP Server

Enables AI assistants to generate professional documentation using structured templates based on the POWER framework. Provides access to standardized templates for README, architecture, API, components, and schema documentation.

Kynver

Unverified AI agents are a growing security risk. Kynver's MCP server brings agent trust directly into your IDE — resolve agents by DID, check verification status and trust scores, register new agents, and complete ownership challenges or KYC without switching context.

API Health Check MCP Server

Monitors API endpoint health by checking availability, measuring response times, and providing detailed status reports with error handling and timeout protection for the localhost:8080/api/ticket endpoint.

mcp-atendeai

atendeAi 的服务器 MCP

MCP Server with OpenAI Integration

Production-ready MCP server that integrates OpenAI API with extensible tool support, enabling dynamic plugin loading and knowledge search capabilities through multiple interfaces including CLI and browser UI.

GullakAI MCP Server

Enables personal finance management through conversational AI, including expense tracking, budget monitoring, financial news simplification, and purchasing power comparisons across South Asian cities. Designed for WhatsApp integration with natural language commands for financial assistance.

Vault Mcp Server

YZi Labs 黑客马拉松的 Vault MCP 服务器仓库

Math Agent with Microsoft Word and Gmail Integration

用于数学代理的 MCP 服务器，集成 Microsoft Word 和 Gmail

Scenario.com MCP Server

Provides access to Scenario.com's generative AI API for text-to-image and image-to-image generation, model training, upscaling, background removal, and 70+ other AI image tools.

🌐 Welcome to Fetch-MCP Repository 🌟

一个用于获取 URL / Youtube 视频文字稿的 MCP 服务器。

oda-mcp

Enables agentic grocery shopping on Oda (Norway) and Mathem (Sweden) platforms through an MCP-compatible interface. Users can search for products, manage their shopping cart, and access order history using natural language commands.

Houtini-lm

Houtini LM - LM Studio MCP Server with Expert Prompt Library and Custom Prompting - Offload tasks to LM Studio from Claude Desktop.

LibraryAI

[C#/AI] (LibraryAI/ConsoleAI) AI Knowledge Base and Data Processing Program

FM8 MCP Server

Enables AI assistants to control Native Instruments FM8 synthesizer parameters through MIDI CC messages, allowing natural language programming of FM synthesis sounds including operator routing, frequency ratios, and modulation matrix settings.

Security Infrastructure MCP Server

A comprehensive implementation of Model Context Protocol servers enabling natural language interactions with security platforms including Splunk SIEM, CrowdStrike EDR, and Microsoft MISP for threat intelligence querying and analysis.

Property MCP Server

Connects Claude AI to real estate data via the ATTOM Data API, enabling property information lookup and analysis using natural language queries.

Gemini MCP Server

A Model Context Protocol server that enables Claude to collaborate with Google's Gemini AI models, providing tools for question answering, code review, brainstorming, test generation, and explanations.

Python MCP Server Examples

A collection of Python-based Model Context Protocol servers that extend AI assistant capabilities with tools for calculations, AWS services (S3 and RDS), and PostgreSQL database operations.

Scanpy MCP server

Scanpy 的 MCP 服务器

MCP Server for Spotify

一个 Spotify MCP 服务器 (Yī gè Spotify MCP fúwùqì)

Homra Heartbeat 2.0

A Python-based MCP server and React dashboard designed for system monitoring and automated notifications via PushPlus and Notion. It enables users to deploy a secure heartbeat tracking system with real-time updates through SSE.