发现优秀的 MCP 服务器

CircleCI MCP Server

Enables natural language interactions with CircleCI through Model Context Protocol, allowing users to retrieve build logs, find flaky tests, check pipeline statuses, and manage workflows without leaving their IDE.

Netlify Serverless MCP

Demonstrates how to deploy and run Model Context Protocol (MCP) servers using Netlify's serverless functions. Provides a basic example of serverless MCP implementation with customizable URLs and automated deployment pipeline.

CodeM

Okay, to translate "Coding MCP server that does things" into Chinese, we need to consider the context and the level of formality desired. Here are a few options, ranging from more literal to more natural-sounding: **Option 1 (Literal, but understandable):** * **编码一个能做事的 MCP 服务器** (Biānmǎ yī gè néng zuòshì de MCP fúwùqì) * 编码 (biānmǎ): Coding * 一个 (yī gè): a * 能 (néng): can, able to * 做事 (zuòshì): do things, work * 的 (de): (possessive particle) * MCP 服务器 (MCP fúwùqì): MCP server This is a direct translation and easily understood, but might sound a bit robotic. **Option 2 (More natural, emphasizing functionality):** * **开发一个能执行功能的 MCP 服务器** (Kāifā yī gè néng zhíxíng gōngnéng de MCP fúwùqì) * 开发 (kāifā): Develop, develop * 一个 (yī gè): a * 能 (néng): can, able to * 执行 (zhíxíng): execute, perform * 功能 (gōngnéng): function, features * 的 (de): (possessive particle) * MCP 服务器 (MCP fúwùqì): MCP server This option uses "开发" (develop) which is more common when talking about creating software. It also uses "执行功能" (zhíxíng gōngnéng) which means "execute functions" or "perform features," making it sound more professional. **Option 3 (Most natural, focusing on purpose):** * **编写一个实现特定功能的 MCP 服务器** (Biānxiě yī gè shíxiàn tèdìng gōngnéng de MCP fúwùqì) * 编写 (biānxiě): Write (code), program * 一个 (yī gè): a * 实现 (shíxiàn): realize, implement * 特定 (tèdìng): specific, particular * 功能 (gōngnéng): function, features * 的 (de): (possessive particle) * MCP 服务器 (MCP fúwùqì): MCP server This option uses "编写" (write code) and "实现特定功能" (shíxiàn tèdìng gōngnéng) which means "implement specific functions/features." This is the most natural and professional-sounding option. **Which one to choose?** * If you want a simple, easily understood translation, choose **Option 1**. * If you want a more natural and professional translation that emphasizes the server's functionality, choose **Option 2**. * If you want the most natural and professional translation that focuses on implementing specific features, choose **Option 3**. Therefore, **Option 3 is generally the best choice** for most situations.

LLM Gateway MCP Server

镜子 (jìng zi)

RyanNg

Cipher is an opensource memory layer specifically designed for coding agents. Compatible with Cursor, Windsurf, Claude Desktop, Claude Code, Gemini CLI, AWS's Kiro, VS Code, and Roo Code through MCP, and coding agents, such as Kimi K2.

MCP Email Server

一个模型上下文协议服务器，它使大型语言模型（LLM）能够撰写和发送带有附件的电子邮件，以及在指定目录中搜索与给定模式匹配的文件。

Grok MCP Server

Enables interaction with the Grok AI through an MCP server, supporting chat completions, text completions, embeddings, and model operations with streaming capabilities.

Amazon Security Lake MCP Server

Provides structured access to OCSF-normalized security data stored in Amazon Security Lake, enabling AI assistants to search for IP addresses, GuardDuty findings, and explore available data sources.

Example MCP SSE Server

A Model Context Protocol server that enables real-time communication using Server-Sent Events (SSE), providing standardized model management and resource templating capabilities.

Wikipedia MCP Server

An MCP server that retrieves and provides Wikipedia content for requested topics, enabling easy access to Wikipedia information directly through the Model Control Protocol.

MCP Jupiter

镜子 (jìng zi)

Remote MCP Server (Authless)

A template for deploying authentication-free MCP servers on Cloudflare Workers. Enables quick deployment of custom tools accessible via SSE from Claude Desktop or Cloudflare AI Playground.

Jenkins MCP Server

Enables interaction with Jenkins to manage jobs, trigger builds with parameters, and monitor build queues. It provides comprehensive access to build histories, console logs, and organizational folder structures via the Jenkins REST API.

AI Humanizer MCP Server

Detects AI-generated content and transforms robotic text into natural, human-like writing while improving grammar, readability, and preserving key terminology.

Outline Wiki MCP Server

Enables LLMs to interact with Outline wiki for document management, search, and collections, with optional AI-powered features including RAG-based Q\&A, semantic search, and document summarization.

MBTI MCP Server

Enables AI assistants to guide users through MBTI personality tests with two modes (28-question simplified or 48-question cognitive functions), track progress, and provide detailed personality type analysis and results.

Railway MCP Server

Enables management of Railway.app infrastructure through natural language, including deploying services, managing environment variables, monitoring deployments, and handling databases and volumes.

Linode MCP Server

一个模型上下文协议（MCP）服务器，使像 Claude 这样的 AI 助手能够与您的 Linode 云平台环境进行交互。

clickhouse-mcp-server

一个 MCP 服务器实现，使 Claude AI 能够与 ClickHouse 数据库交互。功能包括安全数据库连接、查询执行、只读模式支持和多查询功能。

CFM Tips - Cost Optimization MCP Server

A comprehensive Model Context Protocol server that analyzes AWS costs and provides optimization recommendations by integrating with services like Cost Explorer, Cost Optimization Hub, and Trusted Advisor.

HubSpot MCP Server

使人工智能模型能够通过标准化界面与 HubSpot CRM 数据和操作进行交互，同时为团队提供一个集中的共享空间，以便实时分享对话摘要。

HT-MCP

ht-mcp is useful for enabling Agents to use terminals (e.g. bash, zsh, fish) in the same way a human does. It solves the challenge of agents stalling when they encounter interactive terminal commands.

MCP Ayd Server

用于 Ayd 状态监控服务的 MCP (模型上下文协议) 服务器。

Screenshot Website Fast

Captures high-quality screenshots of web pages with automatic resolution limiting and tiling optimized for Claude Vision API and other AI models.

mcp-run-python

模型上下文协议服务器，用于在沙箱中运行 Python 代码。

MCP Deep Search

Enables deep web search across multiple providers including Google, Bing, Brave, DuckDuckGo, and Perplexity, with support for comprehensive AI-powered research using intelligent multi-engine queries.

NWC MCP Server

使用 Nostr Wallet Connect 将比特币闪电钱包连接到你的 LLM，从而在像 Claude 这样的语言模型中启用支付功能。

SingleStore MCP Server by CData

SingleStore MCP Server by CData

MCP Document Parse

Parses various document formats (PDF, Word, Excel, PowerPoint) into Markdown content using NiuTrans API, enabling extraction and reading of document text through natural language interactions.