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English(EN) What Are MCP Servers? The Complete Beginner’s Explanation

MCP 服务器:从开发技能到安全和多租户挑战

一系列文章讨论了模型上下文协议 (MCP) 及其在各种 AI 代理系统中的实现。一位开发者分享了他们将八个可安装的“Agent Skills”和一个 MCP 服务器发布到 npm 的经验,并将它们分为外部 API、homelab 工作流和通用实用程序类别。其他文章深入探讨了远程 MCP 服务器的安全影响,强调了诸如未经身份验证的工具调用和不当的 OAuth 2.1 实现等常见错误。文章还讨论了 MCP 中多租户的挑战,并提出了使用 Bifrost 等网关来隔离工具和管理凭证的解决方案。此外,还讨论了使用冗长的 JSON 模式进行 LLM 上下文的效率低下问题,并提出了使用紧凑模式表示来减少令牌使用量和提高延迟的解决方案。 AI

影响 通过 MCP 标准化代理与工具的通信可以简化开发和集成,但需要解决安全和效率方面的挑战。

排序理由 该集群讨论了 MCP 服务器及相关工具的实现和实际应用,而不是一项新发布或重大的行业转变。

在 Medium — MCP tag 阅读 →

AI 生成摘要 · Google Gemini · 来自 28 个来源。 我们如何撰写摘要 →

MCP 服务器:从开发技能到安全和多租户挑战

本文如何被排名

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该集群讨论了 MCP 服务器及相关工具的实现和实际应用,而不是一项新发布或重大的行业转变。
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28 independent sources
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product, infra, safety
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High
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27 days old
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+11 source(s) since last score
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完整方法见我们的编辑标准。

报道来源 [28]

  1. Medium — Claude tag TIER_1 English(EN) · Ankush Manaktala ·

    使用 TypeScript 和 Claude 构建你的第一个 MCP 服务器

    <div class="medium-feed-item"><p class="medium-feed-snippet">AI models are becoming increasingly capable of reasoning, generating code, and understanding natural language. But reasoning alone is not&#x2026;</p><p class="medium-feed-link"><a href="https://medium.com/@manaktalaanku…

  2. Medium — Claude tag TIER_1 English(EN) · Dollydnelsonr ·

    什么是用于网络抓取的MCP服务器(以及为什么您的AI代理需要一个)

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@dollydnelsonr/what-is-an-mcp-server-for-web-scraping-and-why-your-ai-agent-needs-one-1d03b582bfe3?source=rss------claude-5"><img src="https://cdn-images-1.medium.com/max/1672/1*2sv0-jQ8WfaGxTc…

  3. Medium — Claude tag TIER_1 English(EN) · PinPixels ·

    MCP服务器如何扩展Claude的能力

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@Pin_Pixels/how-mcp-servers-extend-claudes-capabilities-abaf91da1532?source=rss------claude-5"><img src="https://cdn-images-1.medium.com/max/1600/1*Yj5-xgQtAPby-Qa7CkJrYQ.png" width="1600" /></…

  4. dev.to — MCP tag TIER_1 English(EN) · tala saabneh ·

    我构建每日名言MCP服务器的历程

    <h1> My Journey Building a Quote-of-the-Day MCP Server </h1> <p><strong>By Tala Saabneh</strong></p> <h2> Introduction </h2> <p>During my journey at NextFlows AI Academy, I had the opportunity to work on a practical MCP project with my team: a <strong>Quote-of-the-Day MCP Server<…

  5. dev.to — MCP tag TIER_1 English(EN) · iamTheDev ·

    API vs MCP:开发人员的 60 秒指南

    <p>Every LLM has the same problem: it is frozen at the moment its training data was cut. It can tell you what a great hotel in Paris looked like last year, but it has no idea what tonight’s rate is, whether rooms are still available, or whether the price you just quoted still hol…

  6. dev.to — MCP tag TIER_1 English(EN) · t ra ·

    我搭建了一个MCP服务器,让Claude可以创建和发布真实的网站

    <p>I have been building websites for more than 20 years, and AI has completely changed how quickly we can create them.</p> <p>But I kept running into the same problem: generating code is only one part of building a real website.</p> <p>After the AI writes the HTML, you still need…

  7. Medium — Claude tag TIER_1 English(EN) · Automation Labs ·

    使用 Claude 代码构建您的第一个公司级 MCP 服务器(一个 JSON 键)

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@automation.labs/your-first-company-wide-mcp-server-in-claude-code-one-json-key-8402ce1c3aa1?source=rss------claude-5"><img src="https://cdn-images-1.medium.com/max/2600/0*zhqjbR5MWu4f0mEa" wid…

  8. dev.to — MCP tag TIER_1 English(EN) · Saja Sayara ·

    从零到上线:我构建 MCP 服务器的历程

    <p>From Zero to Shipped: My Journey Building an MCP Server</p> <p>Six weeks ago, "MCP" didn't mean anything to me. Today, I've shipped tools, published a live website, and learned more about backend engineering — and about myself as a builder — than I expected from a single cohor…

  9. dev.to — MCP tag TIER_1 English(EN) · Ankit Utekar ·

    MCP服务器的非直观方面

    <p>The first time I configured my coding agent to use an MCP server, the <code>"command": "npx"</code> part got me a bit weirded out. Is this going to run as a child process? Isn’t it an MCP “server” though!? So, I started exploring this fairly new world of MCP.</p> <p>If you are…

  10. dev.to — MCP tag TIER_1 English(EN) · wow ·

    推出 QVeris:一个 MCP 服务器支持 10,000+ 代理能力

    <p>AI agents are increasingly good at reasoning, but they still need a reliable way to find and use real-world tools. The usual approach—adding one integration at a time—quickly becomes difficult to maintain. Every server adds schemas, authentication, error handling, and more con…

  11. dev.to — MCP tag TIER_1 English(EN) · Davi ·

    MCP服务器:curl何时成为陷阱,类型化工具如何解决

    <h1> MCP Servers: When curl Becomes a Trap and Typed Tools Solve It </h1> <p>In February 2024, I needed an agent to query transactions directly in the staging Postgres database. The REST API added three abstraction layers that made debugging impossible. The obvious solution: give…

  12. dev.to — MCP tag TIER_1 English(EN) · Tomás Alegre Sepúlveda ·

    🤖 8个Agent技能和我的第一个MCP服务器已发布到npm

    <p><a href="https://dev.to/alpha018/8-agent-skills-y-mi-primer-servidor-mcp-publicado-en-npm-4jc9">🇪🇸 Leer este post en Español</a></p> <p>I spent months watching my agent re-solve the exact same problems, over and over, because I never sat down and wrote them up once so anyone e…

  13. dev.to — MCP tag TIER_1 Español(ES) · Tomás Alegre Sepúlveda ·

    🤖 8个Agent技能和我的第一个npm发布的MCP服务器

    <p><a href="https://dev.to/alpha018/8-agent-skills-and-my-first-mcp-server-published-to-npm-3fmi">🇺🇸 Read this post in English</a></p> <p>Llevo meses haciendo que mi agente resuelva los mismos problemas una y otra vez porque nunca me tomé el tiempo de escribirlos una sola vez, bi…

  14. Medium — MCP tag TIER_1 English(EN) · Vinay Badhan ·

    2026年的MCP服务器:它们还相关吗,以及如何最好地使用它们?

    <div class="medium-feed-item"><p class="medium-feed-snippet">MCP Servers in 2026: Are They Still Relevant, and What&#x2019;s the Best Way to Use Them?</p><p class="medium-feed-link"><a href="https://vinay-badhan21.medium.com/mcp-servers-in-2026-are-they-still-relevant-and-whats-t…

  15. Medium — Claude tag TIER_1 English(EN) · web5lab ·

    我构建一个能写入真实API的MCP服务器学到的九件事

    <div class="medium-feed-item"><p class="medium-feed-snippet">Most Model Context Protocol servers you will find are read-only. They fetch a document, query a database, search an index. Mine publishes&#x2026;</p><p class="medium-feed-link"><a href="https://web5lab.medium.com/nine-t…

  16. dev.to — MCP tag TIER_1 English(EN) · Yimmie Honrodt ·

    我在远程MCP服务器上发现的七个安全漏洞

    <p>Remote MCP servers are shipping fast, and a lot of them are generated straight out of an OpenAPI spec or a no-code builder. That is fine for a demo. It stops being fine the moment a real agent, holding real credentials, is allowed to call real tools against real customer data.…

  17. Medium — MCP tag TIER_1 English(EN) · Ganesh Bajaj ·

    配置 CodingAgents 第 1 部分:MCP 服务器、插件和核心配置详解

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://ai.plainenglish.io/configuring-codingagents-part-1-mcp-servers-plugins-and-core-config-explained-0418ac952ee9?source=rss------mcp-5"><img src="https://cdn-images-1.medium.com/max/600/1*XQ90X4OFR2bT5wPWmDC…

  18. dev.to — MCP tag TIER_1 English(EN) · MCP Token Saver ·

    72000个Token的隐形税:加载10个MCP服务器时真正发生了什么

    <h1> The 72,000-Token Invisible Tax: What Really Happens When You Load 10 MCP Servers </h1> <p>If you've been using Claude Code, Cursor, Windsurf, or Codex CLI with MCP (Model Context Protocol) servers, you might have noticed something strange lately:</p> <p>Even on a brand new, …

  19. dev.to — MCP tag TIER_1 English(EN) · Kamya Shah ·

    多租户MCP网关:使用Bifrost隔离工具

    <p><a class="article-body-image-wrapper" href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fpq6pjoy7yeniw18duqtx.jpg"><img alt="Multi-Tenant MCP…

  20. Medium — MCP tag TIER_1 English(EN) · Himanshu Agarwal ·

    30分钟MCP服务器:构建一个真正被使用的服务器

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@himanshuai/the-30-minute-mcp-server-build-one-that-actually-gets-used-8a5960317243?source=rss------mcp-5"><img src="https://cdn-images-1.medium.com/max/1672/1*ir75MTE1OCdeVKOLQnQdtA.png" width…

  21. dev.to — MCP tag TIER_1 English(EN) · Mikhail Savchenko ·

    为您的SaaS部署MCP服务器:一份90天计划

    <h2> The shift worth noticing </h2> <p>More of your customers now <a href="https://inite.ai/en/analyze?utm_source=devto&amp;utm_medium=syndication&amp;utm_campaign=blog-mcp-server-90-day-build" rel="noopener noreferrer">start tasks by talking to an assistant</a>. They ask Claude …

  22. dev.to — MCP tag TIER_1 English(EN) · Nikolas Dimitroulakis ·

    我们为开发者及其代理构建了一个支持 1500 多个工具的 MCP 服务器

    <p>Hey everyone, I’m one of the co-founders of ApyHub.</p> <p>We recently built an MCP server that lets your agent use 1500+ tools from one connector.</p> <p>The idea is pretty simple.</p> <p>Instead of wiring an MCP server to one API, then another, then another, the agent can se…

  23. dev.to — MCP tag TIER_1 English(EN) · Kuldeep Paul ·

    什么是MCP注册表?发现与管理MCP服务器

    <p><a class="article-body-image-wrapper" href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Frruh1vefavyvue25qk2k.jpg"><img alt="What Is an MCP R…

  24. Medium — MCP tag TIER_1 English(EN) · Jtuppack ·

    MCP服务器的评估:慢即是顺,顺即是快

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@jtuppack/evals-for-mcp-servers-slow-is-smooth-smooth-is-fast-11c726250a5d?source=rss------mcp-5"><img src="https://cdn-images-1.medium.com/max/1978/1*Lz2kVsVDxy4gy1nF3irO7w.png" width="1978" /…

  25. Medium — MCP tag TIER_1 English(EN) · Jtuppack ·

    MCP服务器的评估:慢即是顺,顺即是快

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://pub.towardsai.net/evals-for-mcp-servers-slow-is-smooth-smooth-is-fast-11c726250a5d?source=rss------mcp-5"><img src="https://cdn-images-1.medium.com/max/1978/1*Lz2kVsVDxy4gy1nF3irO7w.png" width="1978" /></…

  26. dev.to — MCP tag TIER_1 English(EN) · Said Olano ·

    如何创建Java MCP服务器:完整指南

    <h1> How to Create a Java MCP Server: A Complete Guide </h1> <p>The Model Context Protocol (MCP) is revolutionizing how AI assistants integrate with external systems. If you're a Java developer looking to build MCP servers, this comprehensive guide walks you through everything yo…

  27. Medium — MCP tag TIER_1 English(EN) · PinPixels ·

    什么是MCP服务器?面向初学者的完整解释

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@Pin_Pixels/what-are-mcp-servers-the-complete-beginners-explanation-82750fe20199?source=rss------mcp-5"><img src="https://cdn-images-1.medium.com/max/1600/1*ESExORytU3Cm6_QxO1fLTw.png" width="1…

  28. Medium — Claude tag TIER_1 English(EN) · PinPixels ·

    MCP服务器详解:面向所有Claude用户(从初学者到开发者)的系列指南

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@Pin_Pixels/mcp-servers-explained-a-series-for-anyone-using-claude-beginner-to-builder-c6e910d9fed9?source=rss------claude-5"><img src="https://cdn-images-1.medium.com/max/2560/1*kuBW7vGUia3BPn…