diff --git a/CLAUDE.md b/CLAUDE.md
index 105cc9c..690235b 100644
--- a/CLAUDE.md
+++ b/CLAUDE.md
@@ -88,6 +88,7 @@ Static HTML/CSS/JS. No build step. No external CDN. The `pages.yml` workflow cop
 | Developer Tools MCP | MCP Server | 0 | 0 | 7 |
 | CFX MCP | MCP Server | 0 | 0 | 0 |
 | Blender Developer Tools | Plugin | 12 | 6 | 0 |
+| Local AI MCP | MCP Server | 0 | 0 | 16 |
 <!-- registry:tools:end -->
 
 <!-- registry:stats:start -->
diff --git a/README.md b/README.md
index 3654c73..ff3d921 100644
--- a/README.md
+++ b/README.md
@@ -65,6 +65,7 @@ flowchart LR
 | **Developer Tools MCP** | MCP Server | - | - | 7 | [![Repo](https://img.shields.io/badge/repo-blue?logo=github)](https://github.com/TMHSDigital/Developer-Tools-MCP) [![Docs](https://img.shields.io/badge/docs-7c3aed)](https://tmhsdigital.github.io/Developer-Tools-MCP/) |
 | **CFX MCP** | MCP Server | - | - | 0 | [![Repo](https://img.shields.io/badge/repo-blue?logo=github)](https://github.com/TMHSDigital/cfx-mcp) |
 | **Blender Developer Tools** | Plugin | 12 | 6 | 0 | [![Repo](https://img.shields.io/badge/repo-blue?logo=github)](https://github.com/TMHSDigital/Blender-Developer-Tools) |
+| **Local AI MCP** | MCP Server | - | - | 16 | [![Repo](https://img.shields.io/badge/repo-blue?logo=github)](https://github.com/TMHSDigital/local-ai-mcp) [![Docs](https://img.shields.io/badge/docs-7c3aed)](https://tmhsdigital.github.io/local-ai-mcp/) [![npm](https://img.shields.io/badge/npm-cb3837?logo=npm&logoColor=white)](https://www.npmjs.com/package/@tmhs/local-ai-mcp) |
 <!-- registry:tools:end -->
 
 <details>
@@ -87,6 +88,7 @@ flowchart LR
 | **Developer Tools MCP** | MCP server providing agent-callable read and write access to the TMHSDigital developer-tools ecosystem: registry, fleet status, drift checking, and standards management |
 | **CFX MCP** | MCP server providing agent-callable tools for CFX/FiveM resource development, server management, and community platform integration. |
 | **Blender Developer Tools** | Cursor and Claude Code skills, rules, snippets, and templates for Blender Python add-on and scripting development |
+| **Local AI MCP** | Unified MCP server for managing local model runtimes (Ollama, LM Studio, and more): provider-agnostic discovery, lifecycle, hardware-fit, and delegated inference. |
 <!-- registry:descriptions:end -->
 
 </details>
diff --git a/docs/index.html b/docs/index.html
index 1aaa6f1..a0e840f 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -337,7 +337,7 @@ <h3>Scaffold Generator</h3>
   </button>
 
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diff --git a/registry.json b/registry.json
index c2b6062..37bf086 100644
--- a/registry.json
+++ b/registry.json
@@ -295,5 +295,30 @@
     "license": "CC-BY-NC-ND-4.0",
     "pagesType": "none",
     "hasCI": true
+  },
+  {
+    "name": "Local AI MCP",
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+    "description": "Unified MCP server for managing local model runtimes (Ollama, LM Studio, and more): provider-agnostic discovery, lifecycle, hardware-fit, and delegated inference.",
+    "type": "mcp-server",
+    "homepage": "https://tmhsdigital.github.io/local-ai-mcp/",
+    "skills": 0,
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+    "mcpTools": 16,
+    "extras": {},
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+    ],
+    "status": "experimental",
+    "language": "TypeScript",
+    "license": "CC-BY-NC-ND-4.0",
+    "pagesType": "static",
+    "hasCI": true,
+    "npm": "@tmhs/local-ai-mcp"
   }
 ]