Discover Awesome MCP Servers

MCP Protocol Validator

用于根据开放 MCP 协议规范验证 MCP 服务器实现的测试套件。 帮助开发人员确保协议合规性和互操作性。

IDS MCP Server

Enables AI agents to create, validate, and manage buildingSMART IDS (Information Delivery Specification) files with 100% compliance to the IDS 1.0 standard using IfcOpenShell's IfcTester library.

Alfresco MCP Server

Python-based server that provides AI-native access to Alfresco content management operations through the Model Context Protocol, enabling search, document lifecycle management, version control, and other content operations.

Kollektiv

Kollektiv

AI Consultant MCP Server

Enables AI agents to consult with multiple AI models (GPT, Gemini, Grok, etc.) through OpenRouter with intelligent auto-selection, conversation history, and caching. Allows your AI assistant to seek expert opinions from specialized models for different tasks like coding, analysis, or general questions.

MCP AI Service Platform

A powerful AI service platform that provides complete MCP tool calling capabilities and RAG knowledge base functionality, enabling users to connect to multiple MCP servers and perform intelligent document search.

Remote MCP Server Authless

A deployable MCP server on Cloudflare Workers that provides tools without requiring authentication, allowing users to connect from Cloudflare AI Playground or Claude Desktop.

Weather MCP Server

Provides weather forecasts and alerts for US locations using the National Weather Service API. Supports getting detailed forecasts by coordinates and active weather alerts by state code.

PDF Reader MCP Server (@shtse8/pdf-reader-mcp)

一个使用 Node.js/TypeScript 构建的 MCP 服务器，允许 AI 代理安全地读取 PDF 文件（本地或 URL），并提取文本、元数据或页数。使用 pdf-parse 库。

MySQL MCP Server

A Model Context Protocol server that provides secure, multi-database MySQL access with configurable security levels, enabling SQL queries across multiple databases directly from VS Code.

Swagger MCP

一个 MCP 服务器，它可以连接到 Swagger 规范，并帮助 AI 构建所有必需的模型，从而为该服务生成一个 MCP 服务器。

PrimeNG MCP Server

Provides access to PrimeNG component documentation and generates code examples. Supports searching components, retrieving documentation, and creating practical usage examples for Angular UI development.

Qiniu MCP Server

An S3 resource server based on Model Control Protocol (MCP) that supports accessing and managing Qiniu Cloud Kodo storage services, enabling users to list buckets, browse objects, read content, and handle multiple storage buckets concurrently.

Mermaid Chart MCP

A powerful Model Context Protocol server that automatically generates Mermaid diagrams from code and provides SVG beautification features.

WebSearch MCP Server

A server that enables web searches using different providers (currently Bing) and converts URL content to Markdown, with support for retrieving WeChat official account articles.

Nuxt MCP

一个服务器，旨在帮助人工智能模型更好地理解 Vite/Nuxt 应用程序，从而为开发支持提供更强的上下文感知能力。

mcp-for-apache-ofbiz

A proof of concept MCP server for Apache OFBiz

MCP DeepInfra AI Tools Server

Provides various AI capabilities through DeepInfra's OpenAI-compatible API including image generation, text processing, embeddings, speech recognition, object detection, and classification tasks. Enables users to access multiple AI models for diverse tasks like generating images from prompts, transcribing audio, analyzing text sentiment, and performing computer vision operations.

Personal Expense Manager

Enables tracking and analyzing personal expenses stored in CSV files. Supports adding expenses with categorization, retrieving recent spending data, and generating automated analytical summaries with spending patterns and recommendations.

Binance MCP Server

Enables AI agents to perform cryptocurrency trading operations on Binance exchange through 30 comprehensive tools supporting spot trading, futures contracts, options, account management, market data analysis, and risk control features. Provides enterprise-grade security with local encrypted API key storage and supports multiple account types with sandbox environment testing.

Dynamic MCP UI Generator

A sophisticated server that enables users to create, customize, and generate interactive UI components with features like dynamic form building, dashboard creation, and chart generation through a modern glassmorphism interface.

Text-to-SQL MCP Server

A secure database query service built on FastMCP framework that allows users to query MySQL databases using natural language, with comprehensive permission management and security controls.

Kobold MCP Server

A server enabling integration between KoboldAI's text generation capabilities and MCP-compatible applications, with features like chat completion, Stable Diffusion, and OpenAI-compatible API endpoints.

LlamaCloud MCP Server

一个本地 MCP 服务器，与 Claude Desktop 集成，启用 RAG 功能，使 Claude 能够从自定义 LlamaCloud 索引获取最新的私有信息。

Atlassian MCP

用于 Cursor IDE 的托管代码插件，提供与 Atlassian 产品（JIRA、Confluence、BitBucket）的集成，使开发人员能够直接从 IDE 搜索任务、创建新问题、查看文档和管理代码仓库。

Ensembl MCP Server

A Model Context Protocol server providing LLMs with access to the Ensembl genomics database, enabling AI assistants to query gene information, sequences, variants, and other genomic data across multiple species.

Claude File Management Server

Enables Claude AI to perform comprehensive file operations including reading, writing, notes management, PDF processing, and image handling with thread-safe operations. Provides a complete file management system with enhanced features like document processing and automatic directory creation.