認証済み AgentReady.md 証明書
発行日時 sig: 5e245ab15881e258 検証 →

分析済みURL

Https://mcpdir.net

別のURLを分析

AI-Readyスコア

76 / B

良好

/ 100

トークン削減量

HTMLトークン 17.924
Markdownトークン 85
削減率 100%

スコア内訳

セマンティックHTML 85/100
コンテンツ効率 70/100
AI発見可能性 45/100
構造化データ 100/100
アクセシビリティ 100/100

新興プロトコル

3件中0件検出

AIエージェントが探すwell-knownエンドポイント。検出されればエージェントが自動的にあなたのサービスを発見・接続できます。

  • OAuth Discovery RFC 8414
    /.well-known/oauth-authorization-server
  • MCP Server Card Anthropic
    /.well-known/mcp.json
  • A2A Agent Card Google
    /.well-known/agent.json

ページの実際のコンテンツとHTML全体の比率が低いです。ページ重量の多くがコンテンツではなくマークアップ、スクリプト、スタイルです。

実装方法

CSSを外部スタイルシートに移動し、インラインスタイルを削除し、JavaScriptを最小化し、HTMLがコンテンツ構造に集中するようにしてください。

サイトがMarkdown for Agentsに対応していません。このCloudflare標準により、AIエージェントがmarkdown形式でコンテンツをリクエストでき、トークン使用量を約80%削減できます。

実装方法

以下の1つ以上を実装してください:(1) Accept: text/markdownにmarkdownコンテンツで応答。(2) .md URL(例:/page.md)を提供。(3) <link rel="alternate" type="text/markdown">タグを追加。(4) markdown検出用のLink HTTPヘッダーを追加。

{\n res.setHeader('Vary', 'Accept');\n res.setHeader('Link', '; rel=\"alternate\"; type=\"text/markdown\"');\n if ((req.headers.accept || '').includes('text/markdown')) {\n res.type('text/markdown; charset=utf-8');\n return res.send(renderMarkdown('page'));\n }\n res.render('page');\n});"},{"id":"fastify","label":"Fastify","language":"javascript","filename":"server.js","code":"// Mechanisms 1 + 4: content negotiation + Link header\nfastify.get('/page', async (req, reply) => {\n reply.header('Vary', 'Accept');\n reply.header('Link', '; rel=\"alternate\"; type=\"text/markdown\"');\n if ((req.headers.accept || '').includes('text/markdown')) {\n return reply.type('text/markdown; charset=utf-8').send(renderMarkdown('page'));\n }\n return reply.view('/page.ejs');\n});"},{"id":"nextjs","label":"Next.js","language":"typescript","filename":"app/page/route.ts","code":"// Next.js App Router — Route Handler returning Markdown\nimport { NextRequest } from 'next/server';\nimport { renderMarkdown } from '@/lib/md';\nexport async function GET(req: NextRequest) {\n const accept = req.headers.get('accept') || '';\n if (accept.includes('text/markdown')) {\n return new Response(await renderMarkdown('page'), {\n headers: {\n 'Content-Type': 'text/markdown; charset=utf-8',\n 'Vary': 'Accept',\n },\n });\n }\n // Fall through to the page component\n return new Response(null, { status: 404 });\n}"},{"id":"wordpress","label":"WordPress","language":"php","filename":"functions.php","code":"post_content));\n exit;\n});"},{"id":"static","label":"Hugo / Jekyll / Astro","language":"txt","filename":"static/page.md","code":"# Mechanism 2: serve .md alongside .html\n# Hugo: place page.md in /static/ — built unchanged\n# Jekyll: drop page.md in /assets/ — copied as-is\n# Astro: src/pages/page.md.ts that exports a GET returning markdown\n\n# Then advertise with mechanism 3 in :\n# "}] }'>

サイトマップが見つかりません。サイトマップはAIエージェントがサイトのすべてのページを発見するのに役立ちます。

実装方法

すべての公開ページをリストした/sitemap.xmlを作成してください。ほとんどのCMSプラットフォームで自動生成できます。

Content-Signalディレクティブが見つかりません。これらはAIエージェントにコンテンツの使用方法(検索インデックス、AI入力、トレーニングデータ)を伝えます。推奨場所はrobots.txtです。

実装方法

robots.txtにContent-Signalを追加:User-agent: *\nContent-Signal: search=yes, ai-input=yes, ai-train=no。markdown応答のHTTPヘッダーとしても追加できます。

{\n res.setHeader('Content-Signal', 'search=yes, ai-input=yes, ai-train=no');\n next();\n});\n\n// Fastify\nfastify.addHook('onSend', (request, reply, payload, done) => {\n reply.header('Content-Signal', 'search=yes, ai-input=yes, ai-train=no');\n done();\n});"}] }'>

ページが<div>要素に大きく依存しています。<section>、<nav>、<header>、<footer>、<aside>などのセマンティック要素はAIエージェントに意味のある構造を提供します。

実装方法

汎用的な<div>コンテナを適切なセマンティック要素に置き換えてください。テーマ別グループには<section>、ナビゲーションには<nav>、ページ/セクションのヘッダーとフッターには<header>/<footer>を使用してください。

Markdownトークン: 85
© 2026 MCPdir.net. Built for discovering and comparing MCP servers.

Data sourced from MCP Registry, PulseMCP, Docker MCP Catalog & community

Project in development by [Color Vivo](https://colorvivo.com/) & [David Carrero](https://carrero.es/). Hosted on Cloudflare Pages.

Made with ❤️ from Madrid and Herencia (Ciudad Real) — Spain.
The multilingual MCP server directory | MCPdir

[![MCPdir — MCP Server Directory](https://mcpdir.net/logo.png)](https://mcpdir.net/)

🇬🇧 [🇪🇸](https://mcpdir.net/es/ "Español")

# Find the right MCP server for your AI tools

Discover, compare and install MCP servers. The open directory with original editorial content in English and Spanish.

3147 servers · 17 categories · 2 languages

## Featured

[

### AWS MCP Servers

by AWS Labs

Official AWS MCP servers for documentation, infrastructure, containers, and serverless

⭐ 8.3k 📅 1mo ago 📦 Python

Python Intermediate Self-hostable

🍎🐧🪟

](https://mcpdir.net/s/aws-mcp/)[

### Blender MCP

by ahujasid

Prompt-assisted 3D modeling — connect Blender to AI through MCP for scene creation and manipulation

⭐ 17.4k 📅 1mo ago 📦 Python

Python Intermediate Self-hostable

🍎🐧🪟

](https://mcpdir.net/s/blender-mcp/)[

### Chrome DevTools MCP

by dinesh-nalla-se

Give your AI agent full access to Chrome DevTools

📅 1mo ago 📦 Node.js

Node.js Beginner Self-hostable

🍎🐧🪟

](https://mcpdir.net/s/chrome-devtools-mcp/)[

### Context7 MCP

by Upstash

Up-to-date, version-specific code documentation for any library — right in your AI assistant

⭐ 47.2k 📅 1mo ago 📦 Node.js

Node.js Beginner

🍎🐧🪟

](https://mcpdir.net/s/context7-mcp/)[

### Firecrawl

by Mendable

The Web Data API for AI — turn entire websites into LLM-ready markdown or structured data

⭐ 86.7k 📅 1mo ago 📦 Node.js

Node.js Beginner Self-hostable

🍎🐧🪟

](https://mcpdir.net/s/firecrawl/)[

### GitHub MCP Server

by GitHub

GitHub's official MCP server — manage repos, issues, PRs, Actions, and security from any AI tool

⭐ 27.3k 📅 1mo ago 📦 Docker

Docker Beginner Self-hostable Docker

🍎🐧🪟

](https://mcpdir.net/s/github-mcp-server/)[

### GitHub MCP

by anthropics

Turn your AI coding agent into a full-powered GitHub collaborator

⭐ 5.2k 👁 320k 📅 1mo ago 📦 Node.js

Node.js Beginner Self-hostable

🍎🐧🪟

](https://mcpdir.net/s/github-mcp/)[

### MCP Reference Servers

by Anthropic

Official MCP reference implementations from Anthropic — the most starred MCP project

⭐ 79.7k 📅 1mo ago 📦 Node.js

Node.js Beginner Self-hostable

🍎🐧🪟

](https://mcpdir.net/s/mcp-reference-servers/)[

### Notion MCP Server

by Notion

Official Notion MCP server for AI-powered workspace management

⭐ 4k 📅 1mo ago 📦 Node.js

Node.js Beginner Self-hostable Docker

🍎🐧🪟

](https://mcpdir.net/s/notion-mcp-server/)[

### Playwright MCP

by Microsoft

Browser automation for LLMs via accessibility snapshots, no vision models needed

⭐ 27.9k 📅 1mo ago 📦 Node.js

Node.js Beginner Self-hostable

🍎🐧🪟

](https://mcpdir.net/s/playwright-mcp/)

## Popular servers[See all →](https://mcpdir.net/servers/)

[

### Firecrawl

by Mendable

The Web Data API for AI — turn entire websites into LLM-ready markdown or structured data

⭐ 86.7k 📅 1mo ago 📦 Node.js

Node.js Beginner Self-hostable

🍎🐧🪟

](https://mcpdir.net/s/firecrawl/)[

### MCP Reference Servers

by Anthropic

Official MCP reference implementations from Anthropic — the most starred MCP project

⭐ 79.7k 📅 1mo ago 📦 Node.js

Node.js Beginner Self-hostable

🍎🐧🪟

](https://mcpdir.net/s/mcp-reference-servers/)[

### Slack MCP

by Anthropic

Official MCP reference server for Slack — send messages, read channels, and search conversations

⭐ 79.7k 📅 1mo ago 📦 Node.js

Node.js Beginner Self-hostable

🍎🐧🪟

](https://mcpdir.net/s/slack-mcp/)[

### Context7 MCP

by Upstash

Up-to-date, version-specific code documentation for any library — right in your AI assistant

⭐ 47.2k 📅 1mo ago 📦 Node.js

Node.js Beginner

🍎🐧🪟

](https://mcpdir.net/s/context7-mcp/)[

### Playwright MCP

by Microsoft

Browser automation for LLMs via accessibility snapshots, no vision models needed

⭐ 27.9k 📅 1mo ago 📦 Node.js

Node.js Beginner Self-hostable

🍎🐧🪟

](https://mcpdir.net/s/playwright-mcp/)[

### GitHub MCP Server

by GitHub

GitHub's official MCP server — manage repos, issues, PRs, Actions, and security from any AI tool

⭐ 27.3k 📅 1mo ago 📦 Docker

Docker Beginner Self-hostable Docker

🍎🐧🪟

](https://mcpdir.net/s/github-mcp-server/)

## Recently added

[

### Memory Graph MCP

by FlarelyLegal

Persistent shared memory for LLMs with knowledge graphs and semantic search

⭐ 2 📅 1mo ago 📦 Node.js

Node.js Advanced Self-hostable

🍎🐧🪟

](https://mcpdir.net/s/memory-graph-mcp/)[

### 1mcpserver

by particlefuture

MCP server — editorial content pending

⭐ 40 📅 3mo ago 📦 Python

Python Intermediate Self-hostable

🍎

](https://mcpdir.net/s/1mcpserver/)[

### 4everland-hosting-mcp

by 4everland

MCP server — editorial content pending

⭐ 2 📅 9mo ago 📦 Node.js

Node.js Intermediate Self-hostable

🍎🐧

](https://mcpdir.net/s/4everland-hosting-mcp/)[

### aaa-mcp

by ariffazil

MCP server — editorial content pending

⭐ 29 📅 1mo ago 📦 Python

Python Intermediate Self-hostable

🍎🐧🪟

](https://mcpdir.net/s/aaa-mcp/)

## Browse by category[See all →](https://mcpdir.net/categories/)

[🌐

Browser & Web

35 servers

](https://mcpdir.net/categories/browser/)[🗄️

Database

99 servers

](https://mcpdir.net/categories/database/)[📁

Filesystem

36 servers

](https://mcpdir.net/categories/filesystem/)[🔧

DevOps & CI/CD

142 servers

](https://mcpdir.net/categories/devops/)[🤖

AI & ML

623 servers

](https://mcpdir.net/categories/ai-ml/)[📊

Data & Analytics

27 servers

](https://mcpdir.net/categories/data/)[💬

Communication

19 servers

](https://mcpdir.net/categories/communication/)[📝

Productivity

34 servers

](https://mcpdir.net/categories/productivity/)[🔒

Security

25 servers

](https://mcpdir.net/categories/security/)[☁️

Cloud Providers

16 servers

](https://mcpdir.net/categories/cloud/)[🎨

Design & Media

33 servers

](https://mcpdir.net/categories/design/)[💰

Finance

41 servers

](https://mcpdir.net/categories/finance/)[🔍

Search & Discovery

60 servers

](https://mcpdir.net/categories/search/)[🏗️

Code & Development

1536 servers

](https://mcpdir.net/categories/code/)[🧪

Testing

18 servers

](https://mcpdir.net/categories/testing/)[📡

API & Integration

390 servers

](https://mcpdir.net/categories/api/)[🗺️

Maps & Location

13 servers

](https://mcpdir.net/categories/maps/)

## Recommended Services

Other tools from our team

[### SpyOnWeb

Find hidden connections between websites by correlating domains, Analytics, AdSense, nameservers and IPs.

spyonweb.net →](https://spyonweb.net/)[### AgentReady

Evaluate and improve your website compatibility with AI agents through scoring and analysis.

agentready.md →](https://agentready.md/)[### NSlookup

Minimal DNS and IP diagnostics suite with fast lookups over HTTPS, history and caching.

nslookup.network →](https://nslookup.network/)[### Spider

Check if search engines, AI crawlers and bots can access your site by analyzing robots.txt and headers.

spider.es →](https://spider.es/)[### Password.es

Generate secure, customizable passwords online with a built-in strength checker.

password.es/en/ →](https://password.es/en/)[### Time Tracking

Free online Pomodoro timer for deep focus sessions with a distraction-free interface.

timetracking.uk/ →](https://timetracking.uk/)

このファイルをサーバーの/index.mdとしてアップロードし、AIエージェントがページのクリーンなバージョンにアクセスできるようにしましょう。Accept: text/markdownコンテンツネゴシエーションを設定して自動的に配信することもできます。

推奨内容

llms.txtをダウンロード
# MCPdir

> Discover, compare and install MCP servers for your AI tools

## Main
- [The multilingual MCP server directory](Https://mcpdir.net): Discover, compare and install MCP servers for your AI tools
- [About](https://mcpdir.net/about/)
- [Servers](https://mcpdir.net/servers/)
- [Categories](https://mcpdir.net/categories/)
- [🔥 Trending](https://mcpdir.net/trending/)
- [🇪🇸](https://mcpdir.net/es/)
- [RSS Feed](https://mcpdir.net/feed.xml)

完全なllms.txtにはドメイン全体の分析が必要です(近日公開)

このファイルをドメインのルートにhttps://mcpdir.net/llms.txtとしてアップロードしてください。ChatGPT、Claude、PerplexityなどのAIエージェントはこのファイルを確認してサイト構造を理解します。

このサイトにはすでにllms.txtファイルがあります。

有効な形式
# MCPdir — The multilingual MCP server directory

> MCPdir is an open directory of MCP (Model Context Protocol) servers. It helps developers discover, compare and install MCP servers for AI coding tools like Claude Code, Cursor, VS Code Copilot, Gemini CLI, and more.

## What is MCP?

MCP (Model Context Protocol) is an open standard that lets AI assistants connect to external tools and data sources. MCP servers expose capabilities (tools, resources, prompts) that AI clients can use.

## Site structure

- `/` — Homepage with featured and popular MCP servers
- `/servers/` — Full directory with search and filters
- `/s/{slug}/` — Individual MCP server detail page
- `/categories/` — Browse by category (browser, database, devops, etc.)
- `/categories/{slug}/` — Servers in a specific category
- `/es/` — Spanish version of all pages

## Data

Each MCP server entry includes:
- Canonical registry data (name, version, author, license)
- GitHub metrics (stars, downloads, last commit)
- Original editorial content (description, pros/cons, use cases, tips)
- Installation instructions for 8+ AI clients
- Client compatibility matrix
- Category, tags, difficulty level

## API

- `/feed.xml` — RSS feed with latest MCP servers
- `/sitemap-index.xml` — XML sitemap with hreflang

## Contact

Website: https://mcpdir.net

セマンティックHTML

articleまたはmain要素を使用 (100/100)

Has <main>

適切な見出し階層 (100/100)

Clean heading hierarchy

セマンティックHTML要素を使用 (24/100)

11 semantic elements, 141 divs (ratio: 7%)

意味のある画像alt属性 (100/100)

2/2 images with meaningful alt text

低いdivネスト深度 (100/100)

Avg div depth: 1.2, max: 3

コンテンツ効率

良好なトークン削減率 (100/100)

100% token reduction (HTML→Markdown)

良好なコンテンツ対ノイズ比 (0/100)

Content ratio: 0.5% (290 content chars / 60888 HTML bytes)

最小限のインラインスタイル (100/100)

0/656 elements with inline styles (0.0%)

適切なページ重量 (100/100)

HTML size: 59KB

AI発見可能性

llms.txtファイルあり (100/100)

llms.txt exists and is valid

robots.txtファイルあり (100/100)

robots.txt exists

robots.txtがAIボットを許可 (100/100)

All major AI bots allowed

sitemap.xmlあり (0/100)

No sitemap found

Markdown for Agentsサポート (0/100)
&#10007; Accept: text/markdown &#10007; .md URL &#10007; <link> tag &#10007; Link header
Content-Signalあり(robots.txtまたはHTTPヘッダー) (0/100)
&#10003; robots.txt &#10003; HTTP header &#10007; Policy

構造化データ

Schema.org / JSON-LDあり (100/100)

JSON-LD found: WebSite, Organization

Open Graphタグあり (100/100)

All OG tags present

メタディスクリプションあり (100/100)

Meta description: 59 chars

正規URLあり (100/100)

Canonical URL present

lang属性あり (100/100)

lang="en"

アクセシビリティ

JavaScript不要でコンテンツ利用可能 (100/100)

Content available without JavaScript

適切なページサイズ (100/100)

Page size: 59KB

HTML内でコンテンツが早い位置に配置 (100/100)

Main content starts at 11% of HTML

{
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  "timestamp": 1776589460527,
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    "mode": "simple",
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    "markdownAgents": {
      "contentNegotiation": false,
      "mdUrl": {
        "found": false,
        "url": null
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      "linkTag": {
        "found": false,
        "url": null
      },
      "linkHeader": {
        "found": false,
        "url": null
      },
      "responseHeaders": {
        "contentSignal": null,
        "xMarkdownTokens": null,
        "vary": null
      },
      "frontmatter": {
        "present": false,
        "fields": [],
        "level": "none"
      },
      "level": "none"
    },
    "statusCode": 200
  },
  "extraction": {
    "title": "The multilingual MCP server directory",
    "excerpt": "Discover, compare and install MCP servers for your AI tools",
    "byline": null,
    "siteName": "MCPdir",
    "lang": "en",
    "contentLength": 290,
    "metadata": {
      "description": "Discover, compare and install MCP servers for your AI tools",
      "ogTitle": "The multilingual MCP server directory",
      "ogDescription": "Discover, compare and install MCP servers for your AI tools",
      "ogImage": "https://mcpdir.net/og-cover.png",
      "ogType": "website",
      "canonical": "https://mcpdir.net/",
      "lang": "en",
      "schemas": [
        {
          "@context": "https://schema.org",
          "@type": "WebSite",
          "name": "MCPdir",
          "url": "https://mcpdir.net",
          "potentialAction": {
            "@type": "SearchAction",
            "target": {
              "@type": "EntryPoint",
              "urlTemplate": "https://mcpdir.net/servers/?q={search_term_string}"
            },
            "query-input": "required name=search_term_string"
          }
        },
        {
          "@context": "https://schema.org",
          "@type": "Organization",
          "name": "MCPdir",
          "url": "https://mcpdir.net",
          "logo": "https://mcpdir.net/og-cover.png",
          "sameAs": [
            "https://github.com/dcarrero/MCPdir"
          ]
        }
      ],
      "robotsMeta": null,
      "author": null,
      "generator": "Astro v5.17.3",
      "markdownAlternateHref": null
    }
  },
  "markdown": "© 2026 MCPdir.net. Built for discovering and comparing MCP servers.\n\nData sourced from MCP Registry, PulseMCP, Docker MCP Catalog & community\n\nProject in development by [Color Vivo](https://colorvivo.com/) & [David Carrero](https://carrero.es/). Hosted on Cloudflare Pages.\n\nMade with ❤️ from Madrid and Herencia (Ciudad Real) — Spain.\n",
  "fullPageMarkdown": "The multilingual MCP server directory | MCPdir\n\n[![MCPdir — MCP Server Directory](https://mcpdir.net/logo.png)](https://mcpdir.net/)\n\n🇬🇧 [🇪🇸](https://mcpdir.net/es/ \"Español\")\n\n# Find the right MCP server for your AI tools\n\nDiscover, compare and install MCP servers. The open directory with original editorial content in English and Spanish.\n\n3147 servers · 17 categories · 2 languages\n\n## Featured\n\n[\n\n### AWS MCP Servers\n\nby AWS Labs\n\nOfficial AWS MCP servers for documentation, infrastructure, containers, and serverless\n\n⭐ 8.3k 📅 1mo ago 📦 Python\n\nPython Intermediate Self-hostable\n\n🍎🐧🪟\n\n](https://mcpdir.net/s/aws-mcp/)[\n\n### Blender MCP\n\nby ahujasid\n\nPrompt-assisted 3D modeling — connect Blender to AI through MCP for scene creation and manipulation\n\n⭐ 17.4k 📅 1mo ago 📦 Python\n\nPython Intermediate Self-hostable\n\n🍎🐧🪟\n\n](https://mcpdir.net/s/blender-mcp/)[\n\n### Chrome DevTools MCP\n\nby dinesh-nalla-se\n\nGive your AI agent full access to Chrome DevTools\n\n📅 1mo ago 📦 Node.js\n\nNode.js Beginner Self-hostable\n\n🍎🐧🪟\n\n](https://mcpdir.net/s/chrome-devtools-mcp/)[\n\n### Context7 MCP\n\nby Upstash\n\nUp-to-date, version-specific code documentation for any library — right in your AI assistant\n\n⭐ 47.2k 📅 1mo ago 📦 Node.js\n\nNode.js Beginner\n\n🍎🐧🪟\n\n](https://mcpdir.net/s/context7-mcp/)[\n\n### Firecrawl\n\nby Mendable\n\nThe Web Data API for AI — turn entire websites into LLM-ready markdown or structured data\n\n⭐ 86.7k 📅 1mo ago 📦 Node.js\n\nNode.js Beginner Self-hostable\n\n🍎🐧🪟\n\n](https://mcpdir.net/s/firecrawl/)[\n\n### GitHub MCP Server\n\nby GitHub\n\nGitHub's official MCP server — manage repos, issues, PRs, Actions, and security from any AI tool\n\n⭐ 27.3k 📅 1mo ago 📦 Docker\n\nDocker Beginner Self-hostable Docker\n\n🍎🐧🪟\n\n](https://mcpdir.net/s/github-mcp-server/)[\n\n### GitHub MCP\n\nby anthropics\n\nTurn your AI coding agent into a full-powered GitHub collaborator\n\n⭐ 5.2k 👁 320k 📅 1mo ago 📦 Node.js\n\nNode.js Beginner Self-hostable\n\n🍎🐧🪟\n\n](https://mcpdir.net/s/github-mcp/)[\n\n### MCP Reference Servers\n\nby Anthropic\n\nOfficial MCP reference implementations from Anthropic — the most starred MCP project\n\n⭐ 79.7k 📅 1mo ago 📦 Node.js\n\nNode.js Beginner Self-hostable\n\n🍎🐧🪟\n\n](https://mcpdir.net/s/mcp-reference-servers/)[\n\n### Notion MCP Server\n\nby Notion\n\nOfficial Notion MCP server for AI-powered workspace management\n\n⭐ 4k 📅 1mo ago 📦 Node.js\n\nNode.js Beginner Self-hostable Docker\n\n🍎🐧🪟\n\n](https://mcpdir.net/s/notion-mcp-server/)[\n\n### Playwright MCP\n\nby Microsoft\n\nBrowser automation for LLMs via accessibility snapshots, no vision models needed\n\n⭐ 27.9k 📅 1mo ago 📦 Node.js\n\nNode.js Beginner Self-hostable\n\n🍎🐧🪟\n\n](https://mcpdir.net/s/playwright-mcp/)\n\n## Popular servers[See all →](https://mcpdir.net/servers/)\n\n[\n\n### Firecrawl\n\nby Mendable\n\nThe Web Data API for AI — turn entire websites into LLM-ready markdown or structured data\n\n⭐ 86.7k 📅 1mo ago 📦 Node.js\n\nNode.js Beginner Self-hostable\n\n🍎🐧🪟\n\n](https://mcpdir.net/s/firecrawl/)[\n\n### MCP Reference Servers\n\nby Anthropic\n\nOfficial MCP reference implementations from Anthropic — the most starred MCP project\n\n⭐ 79.7k 📅 1mo ago 📦 Node.js\n\nNode.js Beginner Self-hostable\n\n🍎🐧🪟\n\n](https://mcpdir.net/s/mcp-reference-servers/)[\n\n### Slack MCP\n\nby Anthropic\n\nOfficial MCP reference server for Slack — send messages, read channels, and search conversations\n\n⭐ 79.7k 📅 1mo ago 📦 Node.js\n\nNode.js Beginner Self-hostable\n\n🍎🐧🪟\n\n](https://mcpdir.net/s/slack-mcp/)[\n\n### Context7 MCP\n\nby Upstash\n\nUp-to-date, version-specific code documentation for any library — right in your AI assistant\n\n⭐ 47.2k 📅 1mo ago 📦 Node.js\n\nNode.js Beginner\n\n🍎🐧🪟\n\n](https://mcpdir.net/s/context7-mcp/)[\n\n### Playwright MCP\n\nby Microsoft\n\nBrowser automation for LLMs via accessibility snapshots, no vision models needed\n\n⭐ 27.9k 📅 1mo ago 📦 Node.js\n\nNode.js Beginner Self-hostable\n\n🍎🐧🪟\n\n](https://mcpdir.net/s/playwright-mcp/)[\n\n### GitHub MCP Server\n\nby GitHub\n\nGitHub's official MCP server — manage repos, issues, PRs, Actions, and security from any AI tool\n\n⭐ 27.3k 📅 1mo ago 📦 Docker\n\nDocker Beginner Self-hostable Docker\n\n🍎🐧🪟\n\n](https://mcpdir.net/s/github-mcp-server/)\n\n## Recently added\n\n[\n\n### Memory Graph MCP\n\nby FlarelyLegal\n\nPersistent shared memory for LLMs with knowledge graphs and semantic search\n\n⭐ 2 📅 1mo ago 📦 Node.js\n\nNode.js Advanced Self-hostable\n\n🍎🐧🪟\n\n](https://mcpdir.net/s/memory-graph-mcp/)[\n\n### 1mcpserver\n\nby particlefuture\n\nMCP server — editorial content pending\n\n⭐ 40 📅 3mo ago 📦 Python\n\nPython Intermediate Self-hostable\n\n🍎\n\n](https://mcpdir.net/s/1mcpserver/)[\n\n### 4everland-hosting-mcp\n\nby 4everland\n\nMCP server — editorial content pending\n\n⭐ 2 📅 9mo ago 📦 Node.js\n\nNode.js Intermediate Self-hostable\n\n🍎🐧\n\n](https://mcpdir.net/s/4everland-hosting-mcp/)[\n\n### aaa-mcp\n\nby ariffazil\n\nMCP server — editorial content pending\n\n⭐ 29 📅 1mo ago 📦 Python\n\nPython Intermediate Self-hostable\n\n🍎🐧🪟\n\n](https://mcpdir.net/s/aaa-mcp/)\n\n## Browse by category[See all →](https://mcpdir.net/categories/)\n\n[🌐\n\nBrowser & Web\n\n35 servers\n\n](https://mcpdir.net/categories/browser/)[🗄️\n\nDatabase\n\n99 servers\n\n](https://mcpdir.net/categories/database/)[📁\n\nFilesystem\n\n36 servers\n\n](https://mcpdir.net/categories/filesystem/)[🔧\n\nDevOps & CI/CD\n\n142 servers\n\n](https://mcpdir.net/categories/devops/)[🤖\n\nAI & ML\n\n623 servers\n\n](https://mcpdir.net/categories/ai-ml/)[📊\n\nData & Analytics\n\n27 servers\n\n](https://mcpdir.net/categories/data/)[💬\n\nCommunication\n\n19 servers\n\n](https://mcpdir.net/categories/communication/)[📝\n\nProductivity\n\n34 servers\n\n](https://mcpdir.net/categories/productivity/)[🔒\n\nSecurity\n\n25 servers\n\n](https://mcpdir.net/categories/security/)[☁️\n\nCloud Providers\n\n16 servers\n\n](https://mcpdir.net/categories/cloud/)[🎨\n\nDesign & Media\n\n33 servers\n\n](https://mcpdir.net/categories/design/)[💰\n\nFinance\n\n41 servers\n\n](https://mcpdir.net/categories/finance/)[🔍\n\nSearch & Discovery\n\n60 servers\n\n](https://mcpdir.net/categories/search/)[🏗️\n\nCode & Development\n\n1536 servers\n\n](https://mcpdir.net/categories/code/)[🧪\n\nTesting\n\n18 servers\n\n](https://mcpdir.net/categories/testing/)[📡\n\nAPI & Integration\n\n390 servers\n\n](https://mcpdir.net/categories/api/)[🗺️\n\nMaps & Location\n\n13 servers\n\n](https://mcpdir.net/categories/maps/)\n\n## Recommended Services\n\nOther tools from our team\n\n[### SpyOnWeb\n\nFind hidden connections between websites by correlating domains, Analytics, AdSense, nameservers and IPs.\n\nspyonweb.net →](https://spyonweb.net/)[### AgentReady\n\nEvaluate and improve your website compatibility with AI agents through scoring and analysis.\n\nagentready.md →](https://agentready.md/)[### NSlookup\n\nMinimal DNS and IP diagnostics suite with fast lookups over HTTPS, history and caching.\n\nnslookup.network →](https://nslookup.network/)[### Spider\n\nCheck if search engines, AI crawlers and bots can access your site by analyzing robots.txt and headers.\n\nspider.es →](https://spider.es/)[### Password.es\n\nGenerate secure, customizable passwords online with a built-in strength checker.\n\npassword.es/en/ →](https://password.es/en/)[### Time Tracking\n\nFree online Pomodoro timer for deep focus sessions with a distraction-free interface.\n\ntimetracking.uk/ →](https://timetracking.uk/)\n",
  "markdownStats": {
    "images": 0,
    "links": 2,
    "tables": 0,
    "codeBlocks": 0,
    "headings": 0
  },
  "tokens": {
    "htmlTokens": 17924,
    "markdownTokens": 85,
    "reduction": 17839,
    "reductionPercent": 100
  },
  "score": {
    "score": 76,
    "grade": "B",
    "dimensions": {
      "semanticHtml": {
        "score": 85,
        "weight": 20,
        "grade": "B",
        "checks": {
          "uses_article_or_main": {
            "score": 100,
            "weight": 20,
            "details": "Has <main>"
          },
          "proper_heading_hierarchy": {
            "score": 100,
            "weight": 25,
            "details": "Clean heading hierarchy"
          },
          "semantic_elements": {
            "score": 24,
            "weight": 20,
            "details": "11 semantic elements, 141 divs (ratio: 7%)"
          },
          "meaningful_alt_texts": {
            "score": 100,
            "weight": 15,
            "details": "2/2 images with meaningful alt text"
          },
          "low_div_nesting": {
            "score": 100,
            "weight": 20,
            "details": "Avg div depth: 1.2, max: 3"
          }
        }
      },
      "contentEfficiency": {
        "score": 70,
        "weight": 25,
        "grade": "C",
        "checks": {
          "token_reduction_ratio": {
            "score": 100,
            "weight": 40,
            "details": "100% token reduction (HTML→Markdown)"
          },
          "content_to_noise_ratio": {
            "score": 0,
            "weight": 30,
            "details": "Content ratio: 0.5% (290 content chars / 60888 HTML bytes)"
          },
          "minimal_inline_styles": {
            "score": 100,
            "weight": 15,
            "details": "0/656 elements with inline styles (0.0%)"
          },
          "reasonable_page_weight": {
            "score": 100,
            "weight": 15,
            "details": "HTML size: 59KB"
          }
        }
      },
      "aiDiscoverability": {
        "score": 45,
        "weight": 25,
        "grade": "D",
        "checks": {
          "has_llms_txt": {
            "score": 100,
            "weight": 20,
            "details": "llms.txt exists and is valid"
          },
          "has_robots_txt": {
            "score": 100,
            "weight": 10,
            "details": "robots.txt exists"
          },
          "robots_allows_ai_bots": {
            "score": 100,
            "weight": 15,
            "details": "All major AI bots allowed"
          },
          "has_sitemap": {
            "score": 0,
            "weight": 10,
            "details": "No sitemap found"
          },
          "supports_markdown_negotiation": {
            "score": 0,
            "weight": 25,
            "details": "No Markdown for Agents support detected"
          },
          "has_content_signals": {
            "score": 0,
            "weight": 20,
            "details": "No Content-Signal found (robots.txt or HTTP headers)"
          }
        }
      },
      "structuredData": {
        "score": 100,
        "weight": 15,
        "grade": "A",
        "checks": {
          "has_schema_org": {
            "score": 100,
            "weight": 30,
            "details": "JSON-LD found: WebSite, Organization"
          },
          "has_open_graph": {
            "score": 100,
            "weight": 25,
            "details": "All OG tags present"
          },
          "has_meta_description": {
            "score": 100,
            "weight": 20,
            "details": "Meta description: 59 chars"
          },
          "has_canonical_url": {
            "score": 100,
            "weight": 15,
            "details": "Canonical URL present"
          },
          "has_lang_attribute": {
            "score": 100,
            "weight": 10,
            "details": "lang=\"en\""
          }
        }
      },
      "accessibility": {
        "score": 100,
        "weight": 15,
        "grade": "A",
        "checks": {
          "content_without_js": {
            "score": 100,
            "weight": 40,
            "details": "Content available without JavaScript"
          },
          "reasonable_page_size": {
            "score": 100,
            "weight": 30,
            "details": "Page size: 59KB"
          },
          "fast_content_position": {
            "score": 100,
            "weight": 30,
            "details": "Main content starts at 11% of HTML"
          }
        }
      }
    }
  },
  "recommendations": [
    {
      "id": "improve_content_ratio",
      "priority": "critical",
      "category": "contentEfficiency",
      "titleKey": "rec.improve_content_ratio.title",
      "descriptionKey": "rec.improve_content_ratio.description",
      "howToKey": "rec.improve_content_ratio.howto",
      "effort": "moderate",
      "estimatedImpact": 6,
      "checkScore": 0,
      "checkDetails": "Content ratio: 0.5% (290 content chars / 60888 HTML bytes)"
    },
    {
      "id": "add_markdown_negotiation",
      "priority": "critical",
      "category": "aiDiscoverability",
      "titleKey": "rec.add_markdown_negotiation.title",
      "descriptionKey": "rec.add_markdown_negotiation.description",
      "howToKey": "rec.add_markdown_negotiation.howto",
      "effort": "significant",
      "estimatedImpact": 6,
      "checkScore": 0,
      "checkDetails": "No Markdown for Agents support detected"
    },
    {
      "id": "add_sitemap",
      "priority": "critical",
      "category": "aiDiscoverability",
      "titleKey": "rec.add_sitemap.title",
      "descriptionKey": "rec.add_sitemap.description",
      "howToKey": "rec.add_sitemap.howto",
      "effort": "quick-win",
      "estimatedImpact": 5,
      "checkScore": 0,
      "checkDetails": "No sitemap found"
    },
    {
      "id": "add_content_signals",
      "priority": "critical",
      "category": "aiDiscoverability",
      "titleKey": "rec.add_content_signals.title",
      "descriptionKey": "rec.add_content_signals.description",
      "howToKey": "rec.add_content_signals.howto",
      "effort": "quick-win",
      "estimatedImpact": 5,
      "checkScore": 0,
      "checkDetails": "No Content-Signal found (robots.txt or HTTP headers)"
    },
    {
      "id": "add_semantic_elements",
      "priority": "high",
      "category": "semanticHtml",
      "titleKey": "rec.add_semantic_elements.title",
      "descriptionKey": "rec.add_semantic_elements.description",
      "howToKey": "rec.add_semantic_elements.howto",
      "effort": "moderate",
      "estimatedImpact": 5,
      "checkScore": 24,
      "checkDetails": "11 semantic elements, 141 divs (ratio: 7%)"
    }
  ],
  "llmsTxtPreview": "# MCPdir\n\n> Discover, compare and install MCP servers for your AI tools\n\n## Main\n- [The multilingual MCP server directory](Https://mcpdir.net): Discover, compare and install MCP servers for your AI tools\n- [About](https://mcpdir.net/about/)\n- [Servers](https://mcpdir.net/servers/)\n- [Categories](https://mcpdir.net/categories/)\n- [🔥 Trending](https://mcpdir.net/trending/)\n- [🇪🇸](https://mcpdir.net/es/)\n- [RSS Feed](https://mcpdir.net/feed.xml)\n\n",
  "llmsTxtExisting": "# MCPdir — The multilingual MCP server directory\n\n> MCPdir is an open directory of MCP (Model Context Protocol) servers. It helps developers discover, compare and install MCP servers for AI coding tools like Claude Code, Cursor, VS Code Copilot, Gemini CLI, and more.\n\n## What is MCP?\n\nMCP (Model Context Protocol) is an open standard that lets AI assistants connect to external tools and data sources. MCP servers expose capabilities (tools, resources, prompts) that AI clients can use.\n\n## Site structure\n\n- `/` — Homepage with featured and popular MCP servers\n- `/servers/` — Full directory with search and filters\n- `/s/{slug}/` — Individual MCP server detail page\n- `/categories/` — Browse by category (browser, database, devops, etc.)\n- `/categories/{slug}/` — Servers in a specific category\n- `/es/` — Spanish version of all pages\n\n## Data\n\nEach MCP server entry includes:\n- Canonical registry data (name, version, author, license)\n- GitHub metrics (stars, downloads, last commit)\n- Original editorial content (description, pros/cons, use cases, tips)\n- Installation instructions for 8+ AI clients\n- Client compatibility matrix\n- Category, tags, difficulty level\n\n## API\n\n- `/feed.xml` — RSS feed with latest MCP servers\n- `/sitemap-index.xml` — XML sitemap with hreflang\n\n## Contact\n\nWebsite: https://mcpdir.net",
  "emergingProtocols": {
    "oauthDiscovery": {
      "exists": false,
      "url": "https://mcpdir.net/.well-known/oauth-authorization-server"
    },
    "mcpServerCard": {
      "exists": false,
      "url": "https://mcpdir.net/.well-known/mcp.json"
    },
    "a2aAgentCard": {
      "exists": false,
      "url": "https://mcpdir.net/.well-known/agent.json"
    },
    "count": 0
  },
  "snippets": [
    {
      "id": "add_sitemap",
      "title": "Create /sitemap.xml",
      "description": "A sitemap helps AI agents discover all your pages. Most CMS platforms generate one automatically.",
      "language": "xml",
      "code": "<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n<urlset xmlns=\"http://www.sitemaps.org/schemas/sitemap/0.9\">\n  <url>\n    <loc>Https://mcpdir.net</loc>\n    <lastmod>2026-04-19</lastmod>\n  </url>\n</urlset>",
      "filename": "/sitemap.xml"
    },
    {
      "id": "add_content_signals",
      "title": "Add Content-Signal directives",
      "description": "Content-Signal tells AI agents how they may use your content. The canonical location is robots.txt, but you can also expose it as an HTTP header from any stack.",
      "language": "txt",
      "code": "User-agent: *\nContent-Signal: search=yes, ai-input=yes, ai-train=no",
      "filename": "/robots.txt",
      "stacks": [
        {
          "id": "robots",
          "label": "robots.txt",
          "language": "txt",
          "filename": "/robots.txt",
          "code": "User-agent: *\nContent-Signal: search=yes, ai-input=yes, ai-train=no"
        },
        {
          "id": "nginx",
          "label": "Nginx",
          "language": "nginx",
          "filename": "server block",
          "code": "# Inside your server { } block:\nadd_header Content-Signal \"search=yes, ai-input=yes, ai-train=no\" always;"
        },
        {
          "id": "apache",
          "label": "Apache",
          "language": "apache",
          "filename": ".htaccess",
          "code": "# In .htaccess (or VirtualHost):\nHeader set Content-Signal \"search=yes, ai-input=yes, ai-train=no\""
        },
        {
          "id": "wordpress",
          "label": "WordPress",
          "language": "php",
          "filename": "functions.php",
          "code": "<?php\n// In your theme's functions.php or a small mu-plugin\nadd_action('send_headers', function () {\n    header('Content-Signal: search=yes, ai-input=yes, ai-train=no');\n});\n\n// Optional: also append the directive to the dynamic robots.txt\nadd_filter('robots_txt', function ($output) {\n    return $output . \"\\nContent-Signal: search=yes, ai-input=yes, ai-train=no\\n\";\n}, 10, 1);"
        },
        {
          "id": "nextjs",
          "label": "Next.js",
          "language": "typescript",
          "filename": "middleware.ts",
          "code": "// middleware.ts (Next.js 13+ App Router or Pages Router)\nimport { NextResponse } from 'next/server';\nexport function middleware() {\n  const res = NextResponse.next();\n  res.headers.set(\n    'Content-Signal',\n    'search=yes, ai-input=yes, ai-train=no'\n  );\n  return res;\n}\nexport const config = { matcher: '/:path*' };"
        },
        {
          "id": "cloudflare",
          "label": "Cloudflare Workers",
          "language": "javascript",
          "filename": "worker.js",
          "code": "// Cloudflare Worker that proxies your origin and adds the header\nexport default {\n  async fetch(request, env, ctx) {\n    const res = await fetch(request);\n    const newRes = new Response(res.body, res);\n    newRes.headers.set(\n      'Content-Signal',\n      'search=yes, ai-input=yes, ai-train=no'\n    );\n    return newRes;\n  },\n};"
        },
        {
          "id": "express",
          "label": "Express / Fastify",
          "language": "javascript",
          "filename": "server.js",
          "code": "// Express\napp.use((req, res, next) => {\n  res.setHeader('Content-Signal', 'search=yes, ai-input=yes, ai-train=no');\n  next();\n});\n\n// Fastify\nfastify.addHook('onSend', (request, reply, payload, done) => {\n  reply.header('Content-Signal', 'search=yes, ai-input=yes, ai-train=no');\n  done();\n});"
        }
      ]
    },
    {
      "id": "add_markdown_negotiation",
      "title": "Support Markdown for Agents",
      "description": "Let AI agents request a clean Markdown version of any page via content negotiation, .md alternate URLs, link tags or Link headers.",
      "language": "html",
      "code": "<!-- Mechanism 3: link tag advertising the .md alternate -->\n<link rel=\"alternate\" type=\"text/markdown\" href=\"/page.md\">",
      "filename": "<head>",
      "stacks": [
        {
          "id": "html",
          "label": "HTML <head>",
          "language": "html",
          "filename": "<head>",
          "code": "<!-- Mechanism 3: link tag advertising the .md alternate -->\n<link rel=\"alternate\" type=\"text/markdown\" href=\"/page.md\">"
        },
        {
          "id": "express",
          "label": "Express",
          "language": "javascript",
          "filename": "server.js",
          "code": "// Mechanisms 1 + 4: content negotiation + Link header\napp.get('/page', (req, res) => {\n  res.setHeader('Vary', 'Accept');\n  res.setHeader('Link', '</page.md>; rel=\"alternate\"; type=\"text/markdown\"');\n  if ((req.headers.accept || '').includes('text/markdown')) {\n    res.type('text/markdown; charset=utf-8');\n    return res.send(renderMarkdown('page'));\n  }\n  res.render('page');\n});"
        },
        {
          "id": "fastify",
          "label": "Fastify",
          "language": "javascript",
          "filename": "server.js",
          "code": "// Mechanisms 1 + 4: content negotiation + Link header\nfastify.get('/page', async (req, reply) => {\n  reply.header('Vary', 'Accept');\n  reply.header('Link', '</page.md>; rel=\"alternate\"; type=\"text/markdown\"');\n  if ((req.headers.accept || '').includes('text/markdown')) {\n    return reply.type('text/markdown; charset=utf-8').send(renderMarkdown('page'));\n  }\n  return reply.view('/page.ejs');\n});"
        },
        {
          "id": "nextjs",
          "label": "Next.js",
          "language": "typescript",
          "filename": "app/page/route.ts",
          "code": "// Next.js App Router — Route Handler returning Markdown\nimport { NextRequest } from 'next/server';\nimport { renderMarkdown } from '@/lib/md';\nexport async function GET(req: NextRequest) {\n  const accept = req.headers.get('accept') || '';\n  if (accept.includes('text/markdown')) {\n    return new Response(await renderMarkdown('page'), {\n      headers: {\n        'Content-Type': 'text/markdown; charset=utf-8',\n        'Vary': 'Accept',\n      },\n    });\n  }\n  // Fall through to the page component\n  return new Response(null, { status: 404 });\n}"
        },
        {
          "id": "wordpress",
          "label": "WordPress",
          "language": "php",
          "filename": "functions.php",
          "code": "<?php\n// Mechanism 1: respond to Accept: text/markdown on the same URL\nadd_action('template_redirect', function () {\n    if (!is_singular()) return;\n    $accept = $_SERVER['HTTP_ACCEPT'] ?? '';\n    if (strpos($accept, 'text/markdown') === false) return;\n    header('Content-Type: text/markdown; charset=utf-8');\n    header('Vary: Accept');\n    $post = get_queried_object();\n    echo \"# \" . get_the_title($post) . \"\\n\\n\";\n    echo wp_strip_all_tags(apply_filters('the_content', $post->post_content));\n    exit;\n});"
        },
        {
          "id": "static",
          "label": "Hugo / Jekyll / Astro",
          "language": "txt",
          "filename": "static/page.md",
          "code": "# Mechanism 2: serve .md alongside .html\n# Hugo: place page.md in /static/ — built unchanged\n# Jekyll: drop page.md in /assets/ — copied as-is\n# Astro: src/pages/page.md.ts that exports a GET returning markdown\n\n# Then advertise with mechanism 3 in <head>:\n#   <link rel=\"alternate\" type=\"text/markdown\" href=\"/page.md\">"
        }
      ]
    }
  ]
}

APIを使用してプログラムで取得できます(近日公開)

このJSONは内部使用向けです — MarkdownやllMs.txtファイルとは異なり、サイトにアップロードするものではありません。スコアの経時変化を追跡するための基準値として保存するか、開発チームと共有するか、CI/CDパイプラインに統合してください。

結果を共有

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