diff --git a/README.md b/README.md
index 830892b1..294e6a2a 100644
--- a/README.md
+++ b/README.md
@@ -13,7 +13,7 @@
 <br>
 
 [![Live Web Directory](https://img.shields.io/badge/🌐_Web_Directory-Live_Search_%26_Filters-7928CA?style=for-the-badge&logoColor=white)](https://devshelf.ritualdev.in)
-[![Curated Resources](https://img.shields.io/badge/📦_Resources-516+_Curated-blueviolet?style=for-the-badge)](https://github.com/RitualDev-Lab/DevShelf)
+[![Curated Resources](https://img.shields.io/badge/📦_Resources-517+_Curated-blueviolet?style=for-the-badge)](https://github.com/RitualDev-Lab/DevShelf)
 [![Endpoint Health](https://img.shields.io/badge/🛡️_Health-CI_Health_Audited-brightgreen?style=for-the-badge)](https://github.com/RitualDev-Lab/DevShelf/actions)
 [![Open Source](https://img.shields.io/badge/🔓_License-MIT_FOSS-blue?style=for-the-badge)](LICENSE)
 [![PRs Welcome](https://img.shields.io/badge/🤝_PRs-Welcome_%26_Amplified-brightgreen?style=for-the-badge)](#-how-to-submit-your-project-or-api)
@@ -24,7 +24,7 @@
 <table>
 <tr>
 <td align="center"><b>🌐 Free APIs</b><br><code>96</code></td>
-<td align="center"><b>🤖 AI & LLMs</b><br><code>86</code></td>
+<td align="center"><b>🤖 AI & LLMs</b><br><code>87</code></td>
 <td align="center"><b>⚡ CLI Tools</b><br><code>110</code></td>
 <td align="center"><b>🧪 Testing & QA</b><br><code>62</code></td>
 <td align="center"><b>☁️ Free Cloud</b><br><code>70</code></td>
@@ -107,12 +107,12 @@ npx devshelf stats
 
 ## 📂 Browse Catalog by Category
 
-Explore our curated collections of **516+ zero-paywall developer tools**, categorized into dedicated guides with subcategory indexing:
+Explore our curated collections of **517+ zero-paywall developer tools**, categorized into dedicated guides with subcategory indexing:
 
 | Category | Resources | Description & Subcategories | Guide |
 | :--- | :---: | :--- | :---: |
 | 🌐 **Free & Public APIs** | **96** | Weather, Finance, Mock/Dev APIs, Geocoding, AI/ML, Media, Entertainment | [**Browse APIs →**](docs/apis.md) |
-| 🤖 **AI Agents & Local LLMs** | **86** | Local LLM Runtimes, Autonomous Agents, Coding Assistants, Orchestration | [**Browse AI Tools →**](docs/ai-tools.md) |
+| 🤖 **AI Agents & Local LLMs** | **87** | Local LLM Runtimes, Autonomous Agents, Coding Assistants, Orchestration | [**Browse AI Tools →**](docs/ai-tools.md) |
 | ⚡ **CLI & Productivity Tools** | **110** | Terminal Utilities, Git Power Tools, Docker & DevOps, Benchmarking, DBs | [**Browse CLI Tools →**](docs/cli-tools.md) |
 | 🧪 **Testing & QA Reliability** | **62** | E2E Testing, Mock Servers, Contract Testing, Security Auditing, Performance | [**Browse Testing Tools →**](docs/testing-qa.md) |
 | ☁️ **Free Cloud & Developer Tiers** | **70** | Databases, Auth & Identity, Serverless Compute, Object Storage, Email, APM | [**Browse Cloud Tiers →**](docs/free-cloud.md) |
diff --git a/docs/ai-tools.md b/docs/ai-tools.md
index e2c61d6c..af9c19cd 100644
--- a/docs/ai-tools.md
+++ b/docs/ai-tools.md
@@ -4,13 +4,19 @@
 
 [← Back to Main Directory](../README.md) • [🌐 Live Search App](https://devshelf.ritualdev.in) • [➕ Submit New Resource](../README.md#-how-to-submit-your-project-or-api)
 
-[![Total AI Tools](https://img.shields.io/badge/AI_Tools-86_Curated-blueviolet?style=for-the-badge)](https://devshelf.ritualdev.in)
+[![Total AI Tools](https://img.shields.io/badge/AI_Tools-87_Curated-blueviolet?style=for-the-badge)](https://devshelf.ritualdev.in)
 
 **Jump to Subcategory:**
-[AI Workflow & Orchestration](#ai-workflow-orchestration) • [Autonomous Coding & Agent Dev](#autonomous-coding-agent-dev) • [Local AI & Inference](#local-ai-inference) • [Web UI & Chat](#web-ui-chat)
+[AI Agents & MCP Servers](#ai-agents-mcp-servers) • [AI Workflow & Orchestration](#ai-workflow-orchestration) • [Autonomous Coding & Agent Dev](#autonomous-coding-agent-dev) • [Local AI & Inference](#local-ai-inference) • [Web UI & Chat](#web-ui-chat)
 
 ---
 
+### <a id="ai-agents-mcp-servers"></a>AI Agents & MCP Servers (1)
+
+| Tool | Language | License | Description | Links |
+| :--- | :---: | :---: | :--- | :---: |
+| [**MCP Dubai**](https://github.com/mahdi-salmanzade/MCP-Dubai) | `Python` | `MIT` | Open-source MCP server connecting AI assistants to Dubai and UAE public APIs — real estate, transport, statistics, education, health, and business data via Dubai Pulse, RTA, DLD, KHDA, and DHA. Runs locally over stdio. | [GitHub](https://github.com/mahdi-salmanzade/MCP-Dubai) |
+
 ### <a id="ai-workflow-orchestration"></a>AI Workflow & Orchestration (22)
 
 | Tool | Language | License | Description | Links |
diff --git a/shelf/ai-tools.json b/shelf/ai-tools.json
index ff44879b..8f2a286c 100644
--- a/shelf/ai-tools.json
+++ b/shelf/ai-tools.json
@@ -944,5 +944,16 @@
     "featured": false,
     "goodFirstIssues": "https://github.com/zilliztech/gptcache/issues",
     "statusTags": ["100% Offline-Friendly", "No Card Required"]
+  },
+  {
+    "name": "MCP Dubai",
+    "repo": "https://github.com/mahdi-salmanzade/MCP-Dubai",
+    "url": "https://pypi.org/project/mcp-dubai",
+    "category": "AI Agents & MCP Servers",
+    "description": "Open-source MCP server connecting AI assistants to Dubai and UAE public APIs — real estate, transport, statistics, education, health, and business data via Dubai Pulse, RTA, DLD, KHDA, and DHA. Runs locally over stdio.",
+    "language": "Python",
+    "license": "MIT",
+    "featured": false,
+    "statusTags": ["100% Offline-Friendly", "No Card Required"]
   }
 ]
diff --git a/site/data.js b/site/data.js
index 67de8142..5b7c2894 100644
--- a/site/data.js
+++ b/site/data.js
@@ -1,12 +1,12 @@
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-  "updatedAt": "2026-09-28T17:19:06.557Z",
-  "totalCount": 516,
-  "reposCount": 320,
+  "updatedAt": "2026-09-29T13:11:34.841Z",
+  "totalCount": 517,
+  "reposCount": 321,
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+    "repos": 321
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-    "aiTools": 86,
+    "aiTools": 87,
     "cliTools": 110,
     "testingQa": 62,
     "apis": 96,
@@ -1445,6 +1445,22 @@ window.DEVSHELF_DATA = {
       "type": "ai",
       "section": "AI Agents & Local LLMs"
     },
+    {
+      "name": "MCP Dubai",
+      "repo": "https://github.com/mahdi-salmanzade/MCP-Dubai",
+      "url": "https://pypi.org/project/mcp-dubai",
+      "category": "AI Agents & MCP Servers",
+      "description": "Open-source MCP server connecting AI assistants to Dubai and UAE public APIs — real estate, transport, statistics, education, health, and business data via Dubai Pulse, RTA, DLD, KHDA, and DHA. Runs locally over stdio.",
+      "language": "Python",
+      "license": "MIT",
+      "featured": false,
+      "statusTags": [
+        "100% Offline-Friendly",
+        "No Card Required"
+      ],
+      "type": "ai",
+      "section": "AI Agents & Local LLMs"
+    },
     {
       "name": "GitWhisper",
       "repo": "https://github.com/RitualDev-Lab/GitWhisper",
diff --git a/site/data.json b/site/data.json
index 224dc4a2..c0f91beb 100644
--- a/site/data.json
+++ b/site/data.json
@@ -1,12 +1,12 @@
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-  "totalCount": 516,
-  "reposCount": 320,
+  "updatedAt": "2026-09-29T13:11:34.841Z",
+  "totalCount": 517,
+  "reposCount": 321,
   "facets": {
-    "repos": 320
+    "repos": 321
   },
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-    "aiTools": 86,
+    "aiTools": 87,
     "cliTools": 110,
     "testingQa": 62,
     "apis": 96,
@@ -1445,6 +1445,22 @@
       "type": "ai",
       "section": "AI Agents & Local LLMs"
     },
+    {
+      "name": "MCP Dubai",
+      "repo": "https://github.com/mahdi-salmanzade/MCP-Dubai",
+      "url": "https://pypi.org/project/mcp-dubai",
+      "category": "AI Agents & MCP Servers",
+      "description": "Open-source MCP server connecting AI assistants to Dubai and UAE public APIs — real estate, transport, statistics, education, health, and business data via Dubai Pulse, RTA, DLD, KHDA, and DHA. Runs locally over stdio.",
+      "language": "Python",
+      "license": "MIT",
+      "featured": false,
+      "statusTags": [
+        "100% Offline-Friendly",
+        "No Card Required"
+      ],
+      "type": "ai",
+      "section": "AI Agents & Local LLMs"
+    },
     {
       "name": "GitWhisper",
       "repo": "https://github.com/RitualDev-Lab/GitWhisper",
diff --git a/site/sitemap.xml b/site/sitemap.xml
index 2a6e2196..293ad14c 100644
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+++ b/site/sitemap.xml
@@ -435,6 +435,11 @@
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     <priority>0.8</priority>
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+  <url>
+    <loc>https://devshelf.ritualdev.in/tools/mcp-dubai.html</loc>
+    <changefreq>weekly</changefreq>
+    <priority>0.8</priority>
+  </url>
   <url>
     <loc>https://devshelf.ritualdev.in/tools/gitwhisper.html</loc>
     <changefreq>weekly</changefreq>
diff --git a/site/tools/mcp-dubai.html b/site/tools/mcp-dubai.html
new file mode 100644
index 00000000..583d3e38
--- /dev/null
+++ b/site/tools/mcp-dubai.html
@@ -0,0 +1,146 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+  <meta charset="UTF-8">
+  <meta name="viewport" content="width=device-width, initial-scale=1.0">
+  <title>MCP Dubai - Free Developer Tool | DevShelf</title>
+  <meta name="description" content="Open-source MCP server connecting AI assistants to Dubai and UAE public APIs — real estate, transport, statistics, education, health, and business data via Dubai Pulse, RTA, DLD, KHDA, and DHA. Runs locally over stdio.">
+  <meta name="keywords" content="MCP Dubai, free developer tool, AI Agents &amp; MCP Servers, open source tools">
+  <link rel="canonical" href="https://devshelf.ritualdev.in/tools/mcp-dubai.html">
+
+  <!-- Favicon -->
+  <link rel="icon" type="image/x-icon" href="../favicon.ico">
+  <link rel="icon" type="image/svg+xml" href="../favicon.svg">
+  <link rel="alternate icon" href="../favicon.ico">
+
+  <!-- Open Graph / Facebook -->
+  <meta property="og:type" content="website">
+  <meta property="og:url" content="https://devshelf.ritualdev.in/tools/mcp-dubai.html">
+  <meta property="og:title" content="MCP Dubai - Free Developer Tool | DevShelf">
+  <meta property="og:description" content="Open-source MCP server connecting AI assistants to Dubai and UAE public APIs — real estate, transport, statistics, education, health, and business data via Dubai Pulse, RTA, DLD, KHDA, and DHA. Runs locally over stdio.">
+  <meta property="og:site_name" content="DevShelf">
+  <meta property="og:image" content="https://devshelf.ritualdev.in/og-image.jpg">
+  <meta property="og:image:width" content="1200">
+  <meta property="og:image:height" content="630">
+
+  <!-- Twitter -->
+  <meta name="twitter:card" content="summary_large_image">
+  <meta name="twitter:site" content="@RitualDevLab">
+  <meta name="twitter:title" content="MCP Dubai - Free Developer Tool | DevShelf">
+  <meta name="twitter:description" content="Open-source MCP server connecting AI assistants to Dubai and UAE public APIs — real estate, transport, statistics, education, health, and business data via Dubai Pulse, RTA, DLD, KHDA, and DHA. Runs locally over stdio.">
+  <meta name="twitter:image" content="https://devshelf.ritualdev.in/og-image.jpg">
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+  "applicationCategory": "AI Agents & MCP Servers",
+  "operatingSystem": "All",
+  "offers": {
+    "@type": "Offer",
+    "price": "0",
+    "priceCurrency": "USD"
+  },
+  "url": "https://pypi.org/project/mcp-dubai"
+}
+  </script>
+
+  <link rel="stylesheet" href="../tailwind.min.css">
+</head>
+<body class="bg-slate-950 text-slate-100 font-sans min-h-screen flex flex-col justify-between selection:bg-purple-500 selection:text-white">
+  <header class="border-b border-slate-800 bg-slate-900/60 backdrop-blur-md sticky top-0 z-50">
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+      <a href="../" class="flex items-center space-x-2 text-white font-extrabold text-lg hover:text-purple-400 transition">
+        <span>📚 DevShelf</span>
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+        <a href="https://donation.rolenest.in" target="_blank" rel="noopener noreferrer" class="text-xs font-bold px-3 py-1.5 rounded-lg bg-pink-950/60 hover:bg-pink-900/80 border border-pink-500/50 text-pink-200 transition">
+          💖 Donate
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+        <a href="../#directory" class="text-xs font-semibold px-3 py-1.5 rounded-lg bg-purple-600 hover:bg-purple-500 text-white transition">
+          ← Browse 517 Tools
+        </a>
+      </div>
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+  </header>
+
+  <main class="max-w-4xl mx-auto px-4 py-12 flex-1 w-full">
+    <nav class="text-xs text-slate-400 mb-6 flex items-center space-x-2 font-mono">
+      <a href="../" class="hover:text-purple-400">DevShelf</a>
+      <span>/</span>
+      <a href="../#directory" class="hover:text-purple-400">AI Agents &amp; MCP Servers</a>
+      <span>/</span>
+      <span class="text-purple-300 font-bold">MCP Dubai</span>
+    </nav>
+
+    <div class="p-8 rounded-2xl bg-slate-900 border border-slate-800 shadow-2xl relative overflow-hidden">
+      <div class="absolute -right-16 -top-16 w-64 h-64 bg-purple-600/10 rounded-full blur-3xl pointer-events-none"></div>
+
+      <div class="flex items-start justify-between flex-wrap gap-4 mb-6">
+        <div>
+          <div class="flex items-center space-x-2 flex-wrap gap-2 mb-3">
+            <span class="inline-block px-3 py-1 rounded-full text-xs font-semibold bg-purple-950/80 border border-purple-500/40 text-purple-300">
+              AI Agents &amp; MCP Servers
+            </span>
+            
+          </div>
+          <h1 class="text-3xl sm:text-4xl font-extrabold text-white tracking-tight">MCP Dubai</h1>
+        </div>
+        <a href="https://pypi.org/project/mcp-dubai" target="_blank" rel="noopener noreferrer" class="inline-flex items-center space-x-2 px-5 py-2.5 rounded-xl bg-gradient-to-r from-purple-600 to-indigo-600 hover:from-purple-500 hover:to-indigo-500 text-white font-bold text-sm shadow-lg shadow-purple-500/20 transition transform hover:-translate-y-0.5">
+          <span>Visit Official Page</span>
+          <span>→</span>
+        </a>
+      </div>
+
+      <p class="text-slate-300 text-base sm:text-lg leading-relaxed mb-8">
+        Open-source MCP server connecting AI assistants to Dubai and UAE public APIs — real estate, transport, statistics, education, health, and business data via Dubai Pulse, RTA, DLD, KHDA, and DHA. Runs locally over stdio.
+      </p>
+
+      <div class="grid grid-cols-2 sm:grid-cols-4 gap-4 p-5 rounded-xl bg-slate-950/80 border border-slate-800 text-xs font-mono">
+        <div>
+          <span class="text-slate-500 block mb-1">Pricing Model</span>
+          <span class="text-emerald-400 font-semibold">100% Free / FOSS</span>
+        </div>
+        <div><span class="text-slate-500 block mb-1">Language</span><span class="text-cyan-300 font-semibold">Python</span></div>
+        <div><span class="text-slate-500 block mb-1">License</span><span class="text-purple-300 font-semibold">MIT</span></div>
+        
+        
+      </div>
+
+      
+      
+      <div class="mt-8 p-5 rounded-xl bg-slate-950/70 border border-slate-800">
+        <div class="flex items-center justify-between mb-2">
+          <div class="flex items-center space-x-2">
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+          </div>
+          <button onclick="navigator.clipboard.writeText('[![Featured on DevShelf](https://img.shields.io/badge/DevShelf-Verified_Free-7928CA?style=flat-square&logo=googlechrome&logoColor=white)](https://devshelf.ritualdev.in/)'); alert('Copied badge Markdown to clipboard!');" class="px-2.5 py-1 text-xs font-bold rounded bg-purple-600 hover:bg-purple-500 text-white transition">
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+        </div>
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+        </div>
+        <input type="text" readonly value="[![Featured on DevShelf](https://img.shields.io/badge/DevShelf-Verified_Free-7928CA?style=flat-square&logo=googlechrome&logoColor=white)](https://devshelf.ritualdev.in/)" class="w-full text-xs font-mono bg-slate-900 px-3 py-1.5 rounded text-emerald-300 border border-slate-800 select-all">
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+      <div class="mt-8 pt-6 border-t border-slate-800 flex items-center justify-between flex-wrap gap-4">
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