发现优秀的 MCP 服务器

textlint MCP Server

A server that enables real-time checking and automated correction suggestions for Japanese technical documents using textlint's linting capabilities.

mcp-server-test

MCP服务器测试 (MCP fúwùqì cèshì)

GonMCPtool

一个基于 TypeScript 的模型上下文协议工具包，使 AI 能够与代码文件交互、管理翻译、构建项目以及搜索文件和代码内容。

AWS SSO MCP Server

用于 AWS 单点登录 (SSO) 的 Node.js/TypeScript MCP 服务器。使 AI 系统（LLM）能够使用工具来启动 SSO 登录（设备授权流程）、列出账户/角色，并使用临时凭证安全地执行 AWS CLI 命令。简化 AI 与 AWS 资源的交互。

Spec MCP Server

Streamlines development workflows through AI-assisted codebase analysis, comprehensive planning, task breakdown with dependencies, and automated implementation verification. Enables systematic approach to complex development tasks like framework migrations and feature implementation.

Cloud Vision API MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that provides a standardized interface for interacting with Google's Cloud Vision API, enabling AI agents to analyze images and extract visual information through natural language.

Remote MCP Server (Authless)

A template for deploying authentication-free MCP servers on Cloudflare Workers that can be accessed remotely by MCP clients like Claude Desktop or the Cloudflare AI Playground.

DateTime MCP Server

Provides timezone-aware date and time information with configurable time formats and timezone support. Enables users to get current date and time in their preferred timezone and format through simple MCP tools.

Altary MCP Server

Enables Claude to integrate with Altary error management service for retrieving, analyzing, and completing errors directly within the IDE. Supports project management, AI-powered error analysis, and automated completion of similar errors through similarity detection.

Simple MCP Server Example

镜子 (jìng zi)

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK, featuring example tools (calculator, greet), resources (server info), and AI image generation capabilities via Hugging Face.

Voice MCP

一个使用 Piper 的最简语音 MCP 服务器。

Logseq MCP Server

Enables AI assistants to interact with your local Logseq knowledge base through advanced search, content creation, template management, and knowledge organization with privacy-first, local-only operations.

Skulabs MCP Server

Enables AI agents to interact with Skulabs inventory management system through comprehensive tools for managing products, orders, customers, and analytics. Supports voice agents like Retell AI and desktop applications like Claude for natural language inventory operations.

CodeSavant

提供代码操作、执行和版本控制功能。它允许 AI 助手读取、编写和执行代码，同时保持更改历史记录。

web-search-agent

展示：让一个自主编码助手使用 Pydantic AI 和 MCP 服务器创建一个小型网络搜索代理

Instagram Engagement MCP

提供分析 Instagram 互动指标、提取人口统计学见解以及从 Instagram 帖子和帐户中识别潜在客户的工具。

Research MCP

Enables LLMs to search, analyze, and summarize academic research papers in real-time from arXiv, Semantic Scholar, and PubMed. Provides automatic deduplication, citation analysis, and BibTeX generation across multiple research databases.

Laravel Helpers MCP

一套用于与 Cursor IDE 集成的 Laravel 辅助工具，提供诸如日志查看、错误搜索、Artisan 命令执行以及模型信息显示等功能，所有这些都直接在编辑器内完成。

JLCPCB Parts MCP Server

A server that assists users in finding electronic components compatible with JLCPCB PCBA services through a searchable interface with filtering capabilities.

MCP Server for Intercom

一个符合 MCP 协议的服务器，使像 Claude Desktop 这样的 AI 助手能够访问和分析包含完整对话历史的 Intercom 支持工单。

URL Shortener MCP

提供一个简单的工具，使用 CleanURI API 来缩短 URL，该工具被设计成可以作为 FastMCP 服务器运行，并能与基于代理或工具的系统集成。

Excel MCP Server

通过模型上下文协议实现对 Excel 文件的无缝读取、写入和分析，并提供工作表管理、结构分析和自动缓存等功能。

Figma MCP Server

Connects AI applications to Figma API for extracting design data, generating production-ready HTML/CSS from designs, and capturing screenshots in multiple formats.

BundlerMCP

Enables agents to query information about gems in a Ruby project's Gemfile, including source code and metadata.

Remote MCP Server on Cloudflare

Enables deployment of MCP servers on Cloudflare Workers with OAuth authentication and remote connectivity. Provides a template for creating cloud-hosted MCP servers that can be accessed by Claude Desktop and other MCP clients over HTTP/SSE.

mcp-server

面试准备 (Miànshì Zhǔnbèi) 的 MCP 服务器