发现优秀的 MCP 服务器

Log Reader MCP

An MCP server that provides AI assistants with direct access to application logs for on-demand searching, filtering, and analysis. It enables tools like Cursor to summarize log entries and identify errors within the development environment to streamline debugging.

Figma MCP Server with Chunking

一个用于与 Figma API 交互的模型上下文协议服务器，它通过内存感知的分块和分页功能高效地处理大型 Figma 文件。

MD-PDF MCP Server

An MCP server that enables bidirectional conversion between Markdown and PDF formats, including text extraction from specific pages and metadata retrieval. It supports customizable PDF output sizes and document processing through standard MCP tools.

MCP-Server

请使用这个 MCP 服务器来告诉 AI 你是谁。

ArXiv MCP Server

使人工智能助手能够通过消息控制协议接口搜索、下载和阅读 arXiv 研究论文，并支持论文过滤和本地存储。

Bright Data MCP

Official Bright Data server for the Model Context Protocol that enables AI assistants like Claude Desktop to reference and make decisions based on real-time public web data.

Prompteka MCP Server

Enables AI assistants to directly access and manage your local Prompteka prompt library on macOS. It allows assistants to read, search, create, and organize prompts and folders by connecting directly to the app's SQLite database.

MCP Kubernetes Server

一个服务器，它使大型语言模型（LLM）能够通过自然语言命令来管理 Kubernetes 集群，通过封装 kubectl 操作，为常见的 Kubernetes 任务提供一个简化的界面。

dialog-reddit-tools

Dialog MCP Server enables AI assistants to conduct Reddit research through semantic search across 20,000+ indexed subreddits, fetching posts and comments with full citations and URLs. It provides a three-layer architecture (discover → schema → execute) for market research, competitive analysis, a

GCP MCP Server

Enables AI assistants to interact with and manage Google Cloud Platform resources including Artifact Registry, BigQuery, Cloud Build, Compute Engine, Cloud Run, Cloud Storage, and monitoring services through a standardized MCP interface.

BALLDONTLIE Sports MCP Server

Provides access to comprehensive sports data from 5 major leagues (NBA, NFL, MLB, EPL, NHL) including teams, players, games, statistics, standings, injuries, and betting odds through 67+ endpoints. Enables users to query sports information and analytics through natural language.

MySQL MCP Server

一个模型上下文协议服务器，它使人工智能模型能够通过自然语言与 MySQL 数据库交互，支持 SQL 查询、表创建和模式探索。

Netskope NPA MCP Server

提供一个界面来管理发布者、升级配置文件、访问策略以及Netskope网络私有访问 (NPA) API的转向。

freee MCP Server

Enables Claude to interact with freee accounting software through OAuth 2.0 authentication, supporting operations like transaction creation, account management, receipt uploads, and financial statement retrieval.

TaskFlow MCP

A task management Model Context Protocol server that helps break down user requests into manageable tasks with subtasks, dependencies, and notes, while enforcing a structured workflow with user approval steps.

MCP Server for Spinnaker

一个模型上下文协议（Model Context Protocol）服务器实现，它允许人工智能模型通过一个标准化的接口来交互和管理 Spinnaker 的部署、流水线和应用程序。

KiCad MCP Server

一个模型上下文协议服务器，能够与 KiCad 电子设计项目进行交互，允许用户通过自然语言列出项目、分析 PCB 设计、运行设计规则检查以及可视化 PCB 布局。

kube-mcp

一个 MCP 服务器，它可以通过自然语言与 Kubernetes/Minikube 集群进行交互，从而允许像“代号鹅”（Codename Goose）这样的 AI 代理通过模型上下文协议（Model Context Protocol）来管理 Kubernetes 资源。

UNLOCK MLS RESO Reference MCP Server

Enables AI applications to search and analyze UNLOCK MLS real estate data through Bridge Interactive's RESO Web API, supporting natural language property searches, market analysis, and agent discovery.

Headless IDA MCP Server

一个服务器，通过 IDA Pro 的无头模式提供远程二进制分析功能，允许用户通过多客户端协议管理和操作函数、变量以及其他二进制元素。

mcp-alapi-cn

这是一个基于 ALAPI 的 MCP (模型控制协议) 服务器实现，可以通过 MCP 协议直接调用 ALAPI 的接口。

Sound Notification MCP

一个 MCP 服务器，在 Windsurf 或 Cursor 等 AI 编码助手需要用户注意时播放通知声音，例如编码完成或需要用户批准时。 (Alternatively, a slightly more formal translation:) 一个 MCP 服务器，用于在诸如 Windsurf 或 Cursor 等人工智能编码助手需要用户关注时播放通知音效，例如当编码完成或需要用户批准时。

capsule-mcp-server

Capsule MCP server gives your AI agent the ability to safely run untrusted Python and JavaScript code in a secure WebAssembly sandbox.

Search MCP

Enables web search capabilities through the Brave Search API, including web search, local POI lookups, and rich search results retrieval for MCP-compatible clients.

JavaScript MCP Server

一个服务器，它使 AI 助手能够通过有状态的 REPL 会话、文件操作和包管理功能来执行具有持久上下文的 JavaScript 代码。

LODA MCP Server

Provides token-efficient document search and retrieval for LLMs by returning relevant document sections within specified token budgets. It utilizes section-aware parsing and Bloom filter elimination to offer high-speed, zero-dependency access to large documents.

MCP Example Simple Server

A basic example MCP server built with the FastMCP framework for demonstration and learning purposes. Provides a starting point for developers to understand MCP server implementation.

LangGraph Agent MCP Server

Provides a standardized interface to interact with LangGraph agents through ChatGPT Enterprise, enabling conversational AI workflows with tools for agent invocation, streaming responses, and thread management.

Token Analyzer MCP

Provides intelligent analysis of token usage patterns and optimization recommendations to improve efficiency and reduce costs in Claude Code sessions. Offers real-time analysis, cost metrics, and actionable insights for better context window and tool usage optimization.