发现优秀的 MCP 服务器

Actor-Critic Thinking MCP Server

Provides dual-perspective analysis through alternating actor (creator/performer) and critic (analyzer/evaluator) viewpoints, generating comprehensive performance evaluations with balanced, actionable feedback.

PuchAI MCP Server

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.

Polarion MCP Servers

Polarion 的 MCP 服务器

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.

Stimulus Docs MCP Server

An MCP server that provides access to up-to-date Stimulus JS documentation directly within Claude conversations and VS Code.

dy-mcp

Enables automation of Douyin (TikTok China) tasks including parsing share links to get watermark-free download URLs and uploading videos from specified local paths.

Build MCP Server

Enables AI assistants to manage development workflows by running build commands, executing tests, analyzing package.json files, installing dependencies, and performing code linting. Supports multiple package managers (npm, yarn, pnpm) and provides detailed error reporting for development operations.

Sequential Thinking MVP Server

Enables AI assistants to perform structured, step-by-step reasoning by breaking down complex problems into numbered thoughts, with support for revising previous steps and exploring alternative reasoning paths.

Homello MCP

Provides access to Homello platform product documentation and configuration metadata through a single tool that returns API settings and bundled documentation.

ESA MCP Server

用于 Claude Desktop 的 ESA.io 模型上下文协议服务器

Gyazo MCP Server

一个基于 TypeScript 的 MCP 服务器，它使 AI 助手能够通过模型上下文协议与 Gyazo 图片进行交互，并通过 Gyazo API 提供对图片 URI、元数据和 OCR 数据的访问。

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.

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.

MCP Calculator

A protocol interface that extends AI capabilities by enabling models to interact with external systems for calculations, email operations, knowledge search, and more.

KubeBlocks Cloud MCP Server

KubeBlocks Cloud 的 MCP 服务器

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.

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.

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 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.

🎯 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。

Tencent Cloud COS MCP Server

A server based on MCP protocol that allows large language models to directly access Tencent Cloud Object Storage (COS) and Cloud Infinite (CI) services without coding, enabling file storage, retrieval, and processing operations.

Logo MCP

An intelligent website logo extraction system built on the Model Context Protocol (MCP) that automatically identifies and extracts logo icons from websites.

Jokes MCP Server

A Model Context Protocol server that delivers jokes on demand, supporting different joke categories like Chuck Norris jokes and Dad jokes through Microsoft Copilot Studio and GitHub Copilot.

🌐 Welcome to Fetch-MCP Repository 🌟

一个用于获取 URL / Youtube 视频文字稿的 MCP 服务器。

LibraryAI

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

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.

mcp-atendeai

atendeAi 的服务器 MCP

MCP Server for Spotify

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