Title: AI Engine &#8211; The Chatbot, AI Framework &amp; MCP for WordPress
Author: Jordy Meow
Published: <strong>December 27, 2022</strong>
Last modified: October 8, 2026

---

Search plugins

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# AI Engine – The Chatbot, AI Framework & MCP for WordPress

 By [Jordy Meow](https://profiles.wordpress.org/tigroumeow/)

[Download](https://downloads.wordpress.org/plugin/ai-engine.3.8.4.zip)

 * [Details](https://wordpress.org/plugins/ai-engine/#description)
 * [Reviews](https://wordpress.org/plugins/ai-engine/#reviews)
 *  [Installation](https://wordpress.org/plugins/ai-engine/#installation)
 * [Development](https://wordpress.org/plugins/ai-engine/#developers)

 [Support](https://wordpress.org/support/plugin/ai-engine/)

## Description

**AI Engine connects WordPress with AI models.** One install, stable connectors 
for every major AI provider: OpenAI, Anthropic, Google, Mistral, and more. Build
intelligent chatbots, generate content, create AI forms, and automate tasks. All
from your WordPress dashboard.

Take the tour at [vibewithwp.ai](https://vibewithwp.ai/): what AI Engine does, how
the MCP server works, and how it compares to the alternatives. Please make sure 
you read the [disclaimer](https://meowapps.com/ai-engine/disclaimer/). For more 
information, check the official website of [AI Engine](https://meowapps.com/ai-engine/).

### Quick Intro

Hello! ☀️ I built AI Engine to bring OpenAI, Anthropic, and other AI models into
WordPress. Create chatbots that understand your content, generate posts in your 
voice, translate instantly, create images, or build custom AI tools.

For developers: [internal APIs](https://ai.thehiddendocs.com/php-functions/), [REST endpoints](https://ai.thehiddendocs.com/public-rest-api/),
[function calling](https://ai.thehiddendocs.com/function-calling/), and [MCP support](https://ai.thehiddendocs.com/mcp/).
Build AI features, automate workflows, or create SaaS applications on WordPress.

There is also a Workspace: a full-screen AI chat inside wp-admin, with every model
you configured, and free apps for [iPhone](https://apps.apple.com/app/workspace-for-wordpress/id6794717714)
and [Android](https://play.google.com/store/apps/details?id=com.meowapps.workspace)
so you can keep working on your site from your phone. Details on [workspace.press](https://workspace.press/).

Feeling overwhelmed? 🤪 Start simple: Create a chatbot. Then connect [Claude Code](https://ai.thehiddendocs.com/mcp/mcp-server-claude-code/),
[Claude](https://ai.thehiddendocs.com/mcp/mcp-server-claude/), [ChatGPT](https://ai.thehiddendocs.com/mcp/mcp-server-chatgpt/),
or [OpenClaw](https://meowapps.com/openclaw-wordpress-mcp/) through MCP, giving 
AI direct access to your site. Desktop clients can connect via OAuth: users just
paste the MCP URL, sign in to WordPress, and approve. No shared token to manage.
Add [SEO Engine](https://wordpress.org/plugins/seo-engine/) and watch it manage 
SEO in ways you never imagined. You can even connect AI Engine to multiple WordPress
sites and manage them all through conversation.

You’ll be having a blast before you’ve explored everything. You’ll probably spot
bits of AI Engine in plenty of other AI plugins, code and UI alike. Flattering, 
really… or fishy? 🤣 But only AI Engine keeps pushing forward with real care for
its community, a drive toward perfection, and the patience to get the details right.

### Core Modules

🤖 **Chatbots**
 Create chatbots for your visitors, with five built-in themes (including
the new Glass), realtime audio, file uploads, discussions, and conversation memory.
Every theme can be restyled, and every text the chatbot says can be translated.

🖥️ **Workspace** (with free [iPhone](https://apps.apple.com/app/workspace-for-wordpress/id6794717714)
and [Android](https://play.google.com/store/apps/details?id=com.meowapps.workspace)
apps)
 A full-screen AI chat inside your WordPress admin: every model you configured,
conversation history and folders, a prompt library, image generation, web search,
and hands-on access to your site through the MCP tools. It also runs on your phone
and tablet, through [Workspace for WordPress](https://workspace.press/).

🎨 **Content & Media**
 Write posts in the Content Studio, create and edit images
in the Image Studio, compare models side by side in the Playground, and use Copilot
in the WordPress editor to correct, enhance, translate, or rewrite text.

📝 **AI Forms**
 Build custom AI-powered forms that handle text, images, audio, 
or file uploads. Create advanced apps with conditional logic.

🧠 **Knowledge & Embeddings**
 Create embeddings and build knowledge bases from 
PDFs. Connect with Pinecone, Chroma, Qdrant, or OpenAI Vector Store for semantic
search.

🔧 **Function Calling**
 Connect AI to WordPress functions, WooCommerce, appointments,
or custom APIs. Let AI interact with your site’s data and services in real-time.

🛡️ **Security & Moderation**
 IP banning, word filtering, and content moderation
to keep your AI interactions safe.

💡 **Advisor**
 AI-powered recommendations and insights to help you set up and optimize
your WordPress site.

🔌 **Developer Tools**
 Internal APIs, REST endpoints, MCP support, and extensive
hooks. Build AI-driven features, automate workflows, or create SaaS applications.

### 🖥️ Workspace (and its mobile apps)

A full-screen AI chat that lives in your WordPress admin, and now in your pocket
too.

Every model you configured is one tap away, in the same conversation: start a thread
on Claude, continue it on ChatGPT or Gemini, generate an image, search the web, 
then let it work on the site itself through the MCP tools, with an approval dialog
before anything is changed.

**Workspace for WordPress** brings all of it to your phone and tablet, on the [App Store](https://apps.apple.com/app/workspace-for-wordpress/id6794717714)
and [Google Play](https://play.google.com/store/apps/details?id=com.meowapps.workspace).
You scan a QR code once to pair it with your site, no password typed on a phone 
keyboard, and the pairing is a revocable Application Password you can cut off at
any time. Your conversations, folders and themes stay on your own site, and your
API keys never leave it.

The app is free, the plugin is free, and there is no markup on anything: you pay
your AI providers directly, at their price. Workspace is off by default: enable 
it under AI Engine  Settings  Modules, and the Workspace entry appears in your admin
menu. More about it on [workspace.press](https://workspace.press/).

**Features:**

 * Every provider in one thread, switchable per conversation
 * Conversation history, folders, pins, and full-text search
 * Prompt library, image generation, and web search
 * Site actions through MCP, with approval before any change
 * Attach files and save generated images to the Media Library
 * Themes that sync across your devices through your WordPress account
 * Requires iOS 17 or newer, or Android 8 or newer

### 🤖 Chatbots

Transform visitor interactions with intelligent, customizable chatbots.

**Features:**

 * Five built-in themes: Timeless, Messages, ChatGPT, Foundation, and Glass, a frosted
   glass theme with a dark and a light mode
 * A Themes editor for colors, fonts, and custom CSS
 * Popup, inline, or fullscreen, with an optional macOS-style window
 * Realtime audio conversations
 * File and image uploads, several at once, or simply pasted
 * Discussions list and conversation memory
 * Every text translatable, and message actions reachable with the keyboard
 * Cross-site embedding
 * GDPR compliance tools

### 🎨 Content & Media

Create, refine, and visualize content with AI assistance.

**Studios:**

 * Content Studio: from a brief to a full draft, with templates you can reuse
 * Image Studio: generate images, keep every version, and edit them with a brush
 * Playground: try a prompt on several models side by side

**Copilot (Magic Wand):**

 * Correct grammar and spelling
 * Enhance text for readability and quality
 * Make text longer or shorter
 * Translate text and full posts
 * Generate content from scratch
 * Multi-block support in the WordPress editor

**Image & Video Tools:**

 * Create images from text prompts
 * Generate videos with AI (Sora)
 * Edit existing images with AI
 * Vision AI for image analysis
 * Automatic alt text generation

### 📝 AI Forms

Build powerful AI-driven forms and applications.

**Capabilities:**

 * Text, image, audio, and file inputs
 * Conditional logic and validation
 * Custom AI-powered apps
 * Multi-step workflows
 * Result templates

### 🧠 Knowledge & Embeddings

Create intelligent knowledge bases and semantic search.

**Vector Databases:**

 * Chroma, Qdrant, Pinecone
 * OpenAI Vector Store
 * Automatic synchronization
 * Dimension validation

**Smart Features:**

 * PDF import with auto-chunking
 * AI-powered search (Simple, Context-Aware, Smart)
 * Content classification
 * Personalized recommendations

### 🔧 Developer Tools

Extend WordPress with AI capabilities.

**APIs:**

 * Internal API for plugin integration
 * REST API for external applications
 * MCP (Model Context Protocol) support
 * Function calling framework

**Integration:**

 * Works with SEO Engine, Social Engine, Code Engine
 * Media File Renamer support
 * Custom shortcodes and hooks
 * Extensive WordPress filters

**Resources:**

 * [Code Examples & Customization](https://ai.thehiddendocs.com/examples/)

### MCP (Model Context Protocol)

AI Engine turns your WordPress site into an intelligent MCP server. AI agents like
ChatGPT, Claude, Claude Code, and OpenClaw can connect directly, browse content,
edit posts, manage media, and handle complex tasks through natural conversation.

**Direct and private.** AI apps connect straight to your site. There is no relay
service in between, your credentials never leave WordPress, and the MCP server is
free, with no monthly fee and no usage cap.

**What AI Agents Can Do:**

 * Create and edit posts
 * Moderate comments
 * Install and manage plugins
 * Customize themes
 * Check SEO and analytics
 * Manage media files
 * Run SQL queries
 * Create images for your posts, in the shape you need
 * Manage WooCommerce products, orders, inventory, and customers
 * Handle Polylang and WPML translations

**Setup Guides:**

 * [General MCP Overview](https://ai.thehiddendocs.com/mcp/)
 * [MCP with ChatGPT](https://ai.thehiddendocs.com/mcp/mcp-server-chatgpt/)
 * [MCP with Claude](https://ai.thehiddendocs.com/mcp/mcp-server-claude/)
 * [MCP with Claude Code](https://ai.thehiddendocs.com/mcp/mcp-server-claude-code/)

**Plugin Integration:**

Other plugins add their features to the MCP system:

 * [SEO Engine](https://wordpress.org/plugins/seo-engine/) – Let AI analyze and 
   optimize your content, fix SEO issues, and manage meta data
 * [Social Engine](https://wordpress.org/plugins/social-engine/) – AI can schedule
   posts, manage social media, and create social content
 * [Code Engine](https://wordpress.org/plugins/code-engine/) – Give AI access to
   code snippets and custom functions

Plugins that register their features with the WordPress Abilities API, such as Easy
Digital Downloads, can join too: turn on Abilities in the MCP settings and they 
become MCP tools, each one keeping its own permission checks.

AI Engine can also connect to external MCP servers, extending your chatbots with
tools and services beyond WordPress.

**A note on safety and “full access”:**

AI Engine’s MCP tools are curated and permission-aware on purpose. They do not run
arbitrary code, so your site stays safe even while an AI agent works on it.

Each person connects with their own WordPress account, so every action shows up 
under their name. Administrators get full access. Editors can connect too once you
turn on Editor Access, limited to the content they can already edit in WordPress:
settings, users, plugins, themes and deleting stay with administrators.

Some people have asked us to match tools like Novamira and give an AI agent full,
unrestricted control of WordPress through arbitrary PHP execution. We will not add
that to the official AI Engine plugin, because it is genuinely unsafe: it effectively
turns your site into remote code execution. If you specifically want that Novamira-
style power on a development or staging site, we made an optional companion plugin,
[AI Engine YOLO](https://github.com/jordymeow/ai-engine-yolo), which brings the 
same unrestricted PHP execution and file access to AI Engine’s MCP server. It is
dangerous by design, switches itself off on production, and is offered on GitHub
only. Please never run it on a live site.

### Pro Features

 * **AI Forms**: Create dynamic forms that generate answers, images, or files using
   AI.
 * **Embeddings & Vector Databases**: Build knowledge bases from your content and
   PDFs for semantic search.
 * **Content-Aware**: Let AI use your post and page content as context for smarter
   responses.
 * **Function Calling**: Connect AI to WordPress functions, WooCommerce, or any 
   custom API.
 * **Cross-Site Chatbots**: Embed your chatbots on external websites.
 * **Editor Assistant**: An AI sidebar in the post editor that can read, rewrite,
   insert, and rearrange your content blocks through chained function calls.
 * **Realtime Audio**: Voice-based conversations on OpenAI’s GA Realtime API, with
   the latest voice reasoning capabilities.
 * **Statistics & Usage Control**: Track usage, set limits per role, and monitor
   costs.
 * **Extra MCP Tools**: Adds plugin, theme, database, Polylang, WPML, and WooCommerce
   management to the MCP server.
 * **Models API**: Let coding agents and OpenAI-compatible apps use your site’s 
   AI models with one key, with usage tracked in Insights.
 * **Priority Support**: Get faster help from the Meow Apps team.

### Why AI Engine?

**Native to WordPress**
 Built specifically for WordPress with seamless integration.
No clunky interfaces, just native WordPress experience.

**Flexible & Powerful**
 Built-in connectors for OpenAI, Anthropic, Google, xAI (
Grok), Mistral, Perplexity, OpenRouter, Replicate, Azure (OpenAI), plus a Custom(
OpenAI-compatible) connector for Ollama, LM Studio, vLLM, llama.cpp, LocalAI, or
any self-hosted server. Use the models that work best for you. Google (Gemini) runs
on the new Interactions API by default, bringing stateful conversations, streaming
with a live event log, function calling, and built-in Google Search and Google Maps
grounding, with the classic API kept as a one-click fallback.

**Developer Friendly**
 Clean APIs, extensive hooks, and MCP support. Build custom
AI features or entire SaaS applications on WordPress.

**Real MCP, for Real WordPress**
 You may have heard of MCP Adapter, built by the
WordPress team primarily for their WordPress.com hosting service. It’s essentially
a thin layer on top of the REST API. AI Engine takes a different approach: its MCP
tools are specifically crafted for AI agents, with rich context, smart defaults,
and practical actions that go far beyond what a generic REST API wrapper can offer.
And it works on any WordPress installation, regardless of your hosting provider.
AI Engine also exposes its REST API as MCP tools if you want that, but the dedicated
tools are where the real power is.

**Privacy First**
 IP hashing, GDPR tools, secure file handling, and session-based
tracking. You control your data.

**Constantly Evolving**
 Weekly updates based on real user feedback. We listen, 
we improve.

### My Dream for AI

I am excited about AI, but I believe we need to use it with intention and clarity.
Social media showed us how powerful tools can reshape our lives in ways we never
expected, sometimes for the better, sometimes not. I want to avoid repeating those
mistakes. AI should help us remove the meaningless, tedious work or enhance the 
work we enjoy. Modern tools should give us more time for what truly matters: spending
beautiful moments with the people we love! 💕

### Disclaimer

AI Engine is a plugin that helps you to connect your websites to AI services. You
need your own API keys and must follow the rules set by the AI service you choose.
For OpenAI, check their [Terms of Service](https://openai.com/terms/) and [Privacy Policy](https://openai.com/privacy/).
It is also important to check your usage on the [OpenAI website](https://platform.openai.com/usage)
for accurate information. Please do so with other services as well.

The developer of AI Engine and related parties are not responsible for any issues
or losses caused by using the plugin or AI-generated content. You should talk to
a legal expert and follow the laws and regulations of your country. AI Engine does
only store data on your own server, and it is your responsibility to keep it safe.
AI Engine’s full disclaimer is [here](https://meowapps.com/ai-engine/disclaimer/).

### Compatibility

Please be aware that there may be conflicts with certain caching or performance 
plugins, such as SiteGround Optimizer and Ninja Firewall. To prevent any issues,
ensure that AI Engine is excluded from these plugins.

## Screenshots

[⌊A chatbot on your site, here as a popup in the corner of a page. Give it a name,
an avatar and a personality.⌉⌊A chatbot on your site, here as a popup in the corner
of a page. Give it a name, an avatar and a personality.⌉[

A chatbot on your site, here as a popup in the corner of a page. Give it a name,
an avatar and a personality.

[⌊The same chatbot inline, with a dark theme. Themes are built in, and you can style
your own.⌉⌊The same chatbot inline, with a dark theme. Themes are built in, and 
you can style your own.⌉[

The same chatbot inline, with a dark theme. Themes are built in, and you can style
your own.

[⌊Realtime: a voice conversation with the AI, with avatars and the live events feed.⌉⌊
Realtime: a voice conversation with the AI, with avatars and the live events feed
.⌉[

Realtime: a voice conversation with the AI, with avatars and the live events feed.

[⌊Building a chatbot in the settings: pick the environment, the model, the context
and the functions, and try it right there in the live preview.⌉⌊Building a chatbot
in the settings: pick the environment, the model, the context and the functions,
and try it right there in the live preview.⌉[

Building a chatbot in the settings: pick the environment, the model, the context
and the functions, and try it right there in the live preview.

[⌊The Content Generator: a whole post from a topic, sections first, then the content
and the excerpt, all editable before it is published.⌉⌊The Content Generator: a 
whole post from a topic, sections first, then the content and the excerpt, all editable
before it is published.⌉[

The Content Generator: a whole post from a topic, sections first, then the content
and the excerpt, all editable before it is published.

[⌊The Workspace: a full-screen AI chat inside wp-admin that can read and manage 
your site, with every model you configured.⌉⌊The Workspace: a full-screen AI chat
inside wp-admin that can read and manage your site, with every model you configured
.⌉[

The Workspace: a full-screen AI chat inside wp-admin that can read and manage your
site, with every model you configured.

[⌊Workspace on your phone: your site's AI on iPhone or Android. Every model, your
keys, your site, with conversations kept on your own WordPress and image generation
included.⌉⌊Workspace on your phone: your site's AI on iPhone or Android. Every model,
your keys, your site, with conversations kept on your own WordPress and image generation
included.⌉[

Workspace on your phone: your site’s AI on iPhone or Android. Every model, your 
keys, your site, with conversations kept on your own WordPress and image generation
included.

## Installation

 1. Upload `ai-engine` to `/wp-content/plugins/`
 2. Activate through the ‘Plugins’ menu
 3. Get an API key from OpenAI (or your preferred AI provider)
 4. Add your API key in Settings (Meow Apps > AI Engine)
 5. Start creating! 🚀

## FAQ

### Why am I getting “Error 429: You exceeded your current quota”?

This error comes from OpenAI’s API, not AI Engine. Set up billing limits in your
[OpenAI account](https://platform.openai.com/account/billing). Caching plugins can
sometimes store error responses, so [clear your caches](https://ai.thehiddendocs.com/common-issues/exceeded-current-quota/)
too.

### Who is AI Engine for, and how do I manage usage limits?

AI Engine can be used by site owners, administrators, and visitors via chat widgets.
To set query limits and prevent unlimited model runs, follow the [Managing Limits guide](https://ai.thehiddendocs.com/limits/).

### Does the chatbot support my language?

AI models support many languages, but quality varies. There’s no definitive list
since models are constantly updated. Test your language in the AI Playground.

### How does MCP work, and what can I do with it?

MCP (Model Context Protocol) exposes WordPress tools to AI agents. [Learn how to enable the MCP endpoint](https://ai.thehiddendocs.com/mcp/),
choose which tools to expose, and secure them. You can manage posts, comments, users,
media, and more. Administrators get full access, and you can also let Editors connect
with their own account for content only.

### Does AI Engine work with WordPress AI (the AI plugin, Connectors and providers)?

Yes, but you don’t need it. AI Engine already does everything WordPress AI offers,
and more: it connects to every major provider, and adds chatbots, AI Forms, embeddings,
a dedicated MCP server with more than fifty tools, and usage insights. That’s why
we don’t recommend installing the WordPress AI plugin alongside it. If you already
use it, that’s fine: we make sure both play nicely together. On the Connectors page,
choose to let AI Engine manage your providers: the API keys you already saved there
are reused, both screens stay in sync, and the AI features of WordPress run through
AI Engine, so their usage shows up in its Insights.

### Do I need the MCP Adapter plugin?

No. AI Engine has its own MCP server, with more than fifty tools, OAuth for Claude
and ChatGPT, and per-user access, so there is nothing else to install. The MCP Adapter
is the official WordPress bridge that turns the abilities other plugins register
into MCP tools. Think of it as a power socket, and AI Engine as the appliance. If
you already run it, both live side by side on different endpoints, and Settings  
MCP  Abilities lets AI Engine’s own server expose those abilities too.

### Can I restrict the chatbot to answer only from my site content?

You can’t completely block the model’s built-in knowledge, but you can [use smart prompts and embeddings](https://ai.thehiddendocs.com/restrict-chatbot-topics/)
to steer conversations toward your content.

### The chatbot doesn’t appear or looks odd on my site

Check the [Common Issues guide](https://ai.thehiddendocs.com/common-issues/) for
solutions to REST API problems, caching conflicts, nonce errors, and layout glitches.

### Where can I learn the basics and troubleshoot problems?

Start with the [Basics guide](https://ai.thehiddendocs.com/basics/) for installation
and key concepts. For specific issues, check [Common Issues](https://ai.thehiddendocs.com/common-issues/).

### How do I report security issues?

Report security vulnerabilities through the [Patchstack Vulnerability Disclosure Program](https://patchstack.com/database/vdp/9e5fbbbc-964a-4204-8bc0-198f21284efd).

## Reviews

![](https://secure.gravatar.com/avatar/b6f5d2350070077715f6c2440902dcdfa58191b6abb56c6bbb421ce994eb4dc3?
s=60&d=retro&r=g)

### 󠀁[The AI Engine for WordPress](https://wordpress.org/support/topic/the-ai-engine-for-wordpress/)󠁿

 [trgfineart](https://profiles.wordpress.org/trgfineart/) October 7, 2026

This is a great plugin for adding AI connectors to your wordpress site. It also 
exposes wp API. Very good instructions. It's really a must if you are using chatgpt,
claude etc….

![](https://secure.gravatar.com/avatar/c64036a850d74dd11aed4bfebf4e36e7af9e919d159274e6708ec80e049317f9?
s=60&d=retro&r=g)

### 󠀁[Great plugin, even better support!](https://wordpress.org/support/topic/great-plugin-even-better-support-217/)󠁿

 [jajculturescience](https://profiles.wordpress.org/jajculturescience/) October 
1, 2026

I use AI Engine Pro to run a client-facing coaching chatbot, and it does the job
extremely well. The real standout is support. Every issue I've reported has been
answered quickly and fixed within a day or two, with honest explanations along the
way. Highly recommend.

![](https://secure.gravatar.com/avatar/5853aac3c8126bf195ab901424e7413e5e3108993f87267d3e68047457c16cb6?
s=60&d=retro&r=g)

### 󠀁[A brilliant discovery](https://wordpress.org/support/topic/a-brilliant-discovery/)󠁿

 [jordiss](https://profiles.wordpress.org/jordiss/) October 1, 2026

A plugin for automating publishing tasks using generative AI such as ChatGPT or 
Claude. There are others, but I don’t use them. It works very well despite being
relatively new, but the developer is very attentive to updates, answering queries
and resolving issues, so it deserves at least 5 stars. Thanks, Jordy

![](https://secure.gravatar.com/avatar/73c3f9f91d9967e1a9788bb35083a08b67748b4c4903918a73b7a4dc914d6694?
s=60&d=retro&r=g)

### 󠀁[Powerful AI plugin with excellent features and support](https://wordpress.org/support/topic/powerful-ai-plugin-with-excellent-features-and-support/)󠁿

 [bstarklab](https://profiles.wordpress.org/bstarklab/) September 27, 2026

AI Engine is one of the most complete and flexible AI plugins I have used for WordPress.
It offers a very wide range of features in one place, including AI chatbots, content
generation, AI tools, integrations, and advanced functionality such as MCP. Despite
the number of available options, the plugin remains well organized and gives a lot
of freedom to adapt it to different WordPress use cases. I especially appreciate
how actively the plugin is developed and improved. New features are added regularly,
and the overall quality of the plugin is very high. AI Engine has become a very 
useful part of my WordPress setup and saves a lot of time when working with AI directly
inside WordPress. Highly recommended for anyone who wants a serious and versatile
AI solution for WordPress. Great work!

![](https://secure.gravatar.com/avatar/50f96923f101d0233f81e5aa991952e2889152d67a2edf7f261b352f08199f9a?
s=60&d=retro&r=g)

### 󠀁[AI Engine](https://wordpress.org/support/topic/ai-engine-6/)󠁿

 [johnottomagee](https://profiles.wordpress.org/johnottomagee/) September 26, 2026

Folks, AI Engine is first class. Not just the plugin, but also the service. Keep
going AI Engine! Keep going Meow! John Magee

![](https://secure.gravatar.com/avatar/faae1acfdb0e29b0a33ff95ec7cc83f04f68dbe133c9245b2e642e2d651568b9?
s=60&d=retro&r=g)

### 󠀁[The backbone of our entire publishing workflow](https://wordpress.org/support/topic/the-backbone-of-our-entire-publishing-workflow/)󠁿

 [marcusttp](https://profiles.wordpress.org/marcusttp/) September 17, 2026

We run a review and buying-guide site that publishes new content daily, and AI Engine's
MCP tools are what our entire WordPress workflow is built on — creating and updating
posts, managing meta and taxonomies, handling media, all through automation. It's
been rock solid: reliable connections, sensible tool coverage, and it just keeps
working release after release.

 [ Read all 870 reviews ](https://wordpress.org/support/plugin/ai-engine/reviews/)

## Contributors & Developers

“AI Engine – The Chatbot, AI Framework & MCP for WordPress” is open source software.
The following people have contributed to this plugin.

Contributors

 *   [ Jordy Meow ](https://profiles.wordpress.org/tigroumeow/)

“AI Engine – The Chatbot, AI Framework & MCP for WordPress” has been translated 
into 16 locales. Thank you to [the translators](https://translate.wordpress.org/projects/wp-plugins/ai-engine/contributors)
for their contributions.

[Translate “AI Engine – The Chatbot, AI Framework & MCP for WordPress” into your language.](https://translate.wordpress.org/projects/wp-plugins/ai-engine)

### Interested in development?

[Browse the code](https://plugins.trac.wordpress.org/browser/ai-engine/), check 
out the [SVN repository](https://plugins.svn.wordpress.org/ai-engine/), or subscribe
to the [development log](https://plugins.trac.wordpress.org/log/ai-engine/) by [RSS](https://plugins.trac.wordpress.org/log/ai-engine/?limit=100&mode=stop_on_copy&format=rss).

## Changelog

#### 3.8.4 (2026/10/08)

 * Fix: Security: A chatbot shortcode in a post can now only change the prompt, 
   model or API key when its author can edit others’ posts.
 * Fix: Security: The search endpoint used by the Search settings screen is now 
   limited to administrators.
 * Add: Claude Opus 5.5 and Claude Sonnet 5.5.
 * Add: GPT-6 Sol, GPT-6 Luna and GPT-6.1 Sol.
 * Add: MCP tools to create, update, resolve and delete editor Notes, attached to
   the right block.
 * Add: Gemini image sizes 512px, 1K, 2K and 4K, from the mwai_image MCP tool or
   the imageSize query param; models limited to 1K keep their default.
 * Add: The mwai_image MCP tool now accepts an environment, a model, a quality and
   a file name per call, names files after the title, and records the model used.
 * Add: An mwai_generated meta on every image AI Engine saves to the Media Library,
   set before wp_generate_attachment_metadata runs.
 * Add: REST routes to enable MCP and check its status.
 * Add: The mwai_anthropic_body filter, to tune the Anthropic request such as the
   web search limits before it is sent.
 * Update: Knowledge now keeps at least 16,384 characters of each post instead of
   the old 4,096 default kept on older sites, and long posts are not re-synced after
   the update.
 * Update: Pro modules switched off while a license was missing now turn back on
   by themselves once the license is valid again.
 * Update: Site search with Knowledge or AI keywords skips bot and spam searches,
   and the same search is only paid for once a day.
 * Update: The MCP Plugins and Themes options now say they can read and edit files,
   and the tool sets remind you to refresh the tools in ChatGPT or Claude after 
   a change.
 * Update: Workspace conversations continue on the model of their last reply, a 
   new chat starts on your default model, and a default the site cannot run falls
   back to the first model.
 * Update: Pinecone and Qdrant now keep each chunk’s text and post ID, so Pull All
   rebuilds a working Knowledge base after a site move.
 * Update: Current Claude models can now be picked as the default model for JSON
   queries.
 * Update: Marked Claude Sonnet 4.5, GPT-5.4 Nano and GPT-5.1 as deprecated.
 * Update: The review notice now shows two days after the first successful MCP tool
   call.
 * Fix: Qdrant and Chroma server URLs pasted from the browser, like :6333/dashboard#,
   now work instead of sending every request to the dashboard page.
 * Fix: Streamed replies are no longer cut after 5 minutes while still arriving,
   only when the connection goes silent.
 * Fix: The JSON helpers used by Meow Apps Health and add-ons now work on Claude
   and Gemini sites with default settings.
 * Fix: Uploading to an OpenAI Vector Store now says exactly what is wrong with 
   the environment, such as a missing store ID, no OpenAI environment or no API 
   key.
 * Fix: Pro sites whose server cannot reach the update server no longer hit a fatal
   error on PHP 8 when WordPress checks for updates.

#### 3.8.3 (2026/10/01)

 * Add: Abilities to MCP, so tools registered by plugins through the WordPress Abilities
   API work over MCP and in Workspace, appear in MCP Logs, and are labelled Ability
   or Native in the renamed MCP Tools & Abilities list.
 * Add: Cached tokens are now counted and priced at the cached rate for OpenAI, 
   Anthropic, DeepSeek, OpenRouter and Claude Fable 5, and Insights shows cached
   tokens per query.
 * Add: OpenAI requests carry a prompt cache key per chatbot, so repeated prompts
   and tools are billed at the cached rate.
 * Add: A reply cut by Max Tokens now ends with a short notice instead of stopping
   mid-sentence, in chatbots and forms.
 * Add: A chatbot limited to one file shows the attached file name and a remove 
   button before sending, like the multi-file mode.
 * Add: Prices for Gemini text models, so their queries are costed and dollar limits
   apply to them.
 * Add: The mwai_openrouter_body filter, to add any OpenRouter parameter to a request,
   such as provider routing.
 * Update: The MCP settings were reorganized, with the Connect card filling its 
   block, Connections and MCP Settings under it, tool sets and WordPress abilities
   under the tools list, and the bearer token masked in the Claude Code commands.
 * Update: The Files Manager lists files uploaded by every user and guest instead
   of only your own, and expired files are cleaned up every hour instead of once
   a day.
 * Update: New chatbots start with their texts in the site language instead of always
   in English, existing chatbots are untouched.
 * Update: OpenRouter requests are attributed to AI Engine instead of each site,
   and the existing filters still let a site credit itself.
 * Update: Workspace chats are grouped under Today and Yesterday in the user timezone
   instead of UTC.
 * Fix: The Editor Assistant no longer fails with Feedback session expired after
   applying edits, saved queries no longer store API keys, and it now sees paragraphs
   edited after the page loaded.
 * Fix: Claude, Gemini and other non-OpenAI chatbots on an OpenAI Vector Store now
   receive the matching knowledge instead of an empty context.
 * Fix: Non-streamed errors from OpenRouter, Mistral, OVH and custom providers are
   shown as a message instead of raw JSON.
 * Fix: Gemini replies cut by Max Tokens end with the notice instead of an empty-
   reply error, and Gemini errors wrapped in a list are readable.
 * Fix: Picking an environment without a model now asks for one instead of sending
   another provider’s default model and failing with a 404.
 * Fix: An AI Form repeated on a page answers in its own copy, and a streamed form
   error no longer floods the PHP log.
 * Fix: GPT-6 Astra can generate images, its model entry was missing the image generation
   tool.
 * Fix: Uploads that fail now say why, with the size limit when the file is too 
   large, instead of an unknown error or a wrong invalid file type message.
 * Fix: An empty completion request is refused before reaching the provider, and
   Suggest Synonyms without a selection returns a clear error instead of a fatal.
 * Fix: MCP tool failures, like a missing post, reach the AI as a readable tool 
   error instead of a protocol error.
 * Fix: ChatGPT MCP connections no longer drop when several of its sessions share
   one connection, and revoking an app disconnects all of its sessions at once.
 * Fix: When AI Engine manages the WordPress Connectors, an empty key no longer 
   wipes a saved one, and keys already saved in WordPress are reused.
 * Fix: Syncing a single post that gets skipped (ignored, language filter, or filtered
   out) now says why instead of doing nothing.
 * Fix: Copying a masked MCP command by hand copies the real token, and Knowledge
   asks to pick an environment instead of showing the first-run screen.
 * Fix: On touch screens the Stop button works with a single tap, while a quick 
   double tap on Send still cannot cancel the message.
 * Fix: A failed license check shows the real reason straight away, and a successful
   retry no longer keeps saying the Pro version is disabled.
 * Fix: Two PHP warnings on every logs request when Insights is off.

#### 3.8.2 (2026/09/25)

 * Add: Connect an AI assistant card in the MCP settings, which checks the host,
   guides you through Claude, ChatGPT or Claude Code step by step, and confirms 
   the connection works.
 * Add: The license section now names the actual problem (server unreachable, not
   activated on this site, expired) instead of an unknown error, and lets you copy
   the diagnosis for support.
 * Update: The MCP settings and the readme now state that connections are direct,
   with no relay, no fee or cap, and credentials staying on the site.
 * Fix: A site that cannot reach the license server no longer hangs the admin for
   minutes: connection diagnostics run once instead of once per URL, and the license
   check times out after 20 seconds instead of 45.
 * Fix: MCP connections no longer break when a client, such as ChatGPT, reuses a
   refresh token that was already replaced.
 * Fix: Chatbots with streaming disabled no longer slide the window up when a reply
   starts, which hid the Glass header and could make the page jump.
 * Fix: Add-ons now keep their own visitor params as sent; only denied keys are 
   matched by their canonical name and only messages is folded into one key.

#### 3.8.1 (2026/09/24)

 * Fix: Security: visitors could override a chatbot’s or form’s model, instructions
   or environment with renamed parameters. Fixed, and the Advisor widget now escapes
   its output.
 * Add: Glass, a new chatbot theme with colored light under frosted glass, a dark
   and a light mode, and a mode that follows the visitor’s device.
 * Update: Every chatbot theme was polished: proper headings, lists and tables in
   replies, an empty state that introduces the bot, message actions beside the bubble,
   and a message field that keeps its height on every WordPress theme.
 * Update: Timeless and Messages have refreshed defaults (larger text, rounder corners,
   a white pane), and Messages drops its bubble tails. Customized themes keep their
   own values.
 * Update: Redesigned the dashboard’s AI Visibility card, with visits, score and
   the top AI companies from SEO Engine, and an example you can hide when it is 
   not installed.
 * Add: Templates in the Content Studio, shared with the classic generator.
 * Add: Every text the chatbot says on its own can be translated or changed with
   the mwai_chatbot_texts filter, plus a new Empty State Hint parameter.
 * Update: Pictures sent by visitors appear as a photo card, and message actions
   can be reached with the keyboard.
 * Update: The mwai_image MCP tool accepts an aspect ratio, and images requested
   without a size are now square instead of 21:9 on Gemini.
 * Update: Workspace now tells you when your site refuses a rename, a delete or 
   a save, instead of failing silently.
 * Update: Deleting or resetting a chatbot, a theme or a template now asks first.
 * Fix: Embeddings were skipped on pages made with a page builder (Breakdance, Oxygen,
   Bricks…).
 * Fix: Models of a Custom (OpenAI-compatible) environment could not receive images.
 * Fix: The discussions list with several lists on one page, empty discussions, 
   and its menu while scrolling.
 * Fix: The admin crashed when a chatbot’s ID was changed, and a crash in one settings
   tab no longer locks the whole screen.
 * Fix: Stopped or edited Workspace replies no longer come back duplicated.
 * Fix: A streamed reply was rebuilt when it finished, reloading its images.
 * Fix: Dev Tools no longer polls the server every second while open.

#### 3.8.0 (2026/09/18)

 * Add: Models API Pro module, so coding agents and OpenAI-compatible apps can use
   your site’s AI models with one key, with usage tracked in Insights.
 * Add: Editor Access for MCP, letting Editors connect with their own account and
   work on content only.
 * Update: Rebuilt the Images, Playground and Content screens as studios, with image
   versions and brush edits, side-by-side model comparison, a guided brief-to-draft
   flow and shared presets.
 * Update: Knowledge sync now reports why posts were skipped instead of only the
   count.
 * Update: Excluded notes, archives and the Brewfile from the released package.
 * Add: Paste a file into the chatbot to upload it, and hover the reply timer to
   stop a response in progress.
 * Fix: Daily, weekly and monthly limits in Absolute mode no longer trip early.
 * Fix: Image, media and post creation routes now check permissions before acting.
 * Fix: Listing chatbots no longer fatals on the free plugin when a chatbot uses
   functions.

#### 3.7.8 (2026/09/13)

 * Add: Redesigned Dashboard with a providers bento, weekly usage card, daily ideas
   and an AI visibility card, plus a slimmed Modules tab.
 * Add: MCP tools to install and update plugins and themes from the WordPress.org
   directory.
 * Add: GPT Image 2.5 Sunburst and Flare with the new quality levels.
 * Fix: Workspace module no longer switches itself off on sites without a Pro licence.
 * Fix: OpenAI Vector Store no longer retrieves knowledge twice on the default environment,
   now passes Max Results to file_search, and repairs old vectors tables missing
   columns.
 * Fix: Uploaded files stay in context on later turns with Claude and other stateless
   providers.
 * Update: The transcription and image edit API endpoints now check the caller can
   read the supplied attachment.
 * Update: Smart Search returns embedded pages and custom post types instead of 
   only posts, and the debug info shows the min score and number of posts found.

#### 3.7.7 (2026/09/08)

 * Add: Local Memory now stores the shortcuts and blocks of the last reply, so they
   persist after a reload.
 * Fix: Pairing failures that consumed the token now ask the user to generate a 
   new code.
 * Fix: Connection test no longer always reports success.
 * Fix: Gemini no longer offers Live-only models as chatbots.
 * Fix: Function calling on Google’s Standard API.
 * Fix: AI Copilot no longer stretches paragraphs to the full editor width.
 * Update: Workspace is now described as available on both iOS and Android in the
   readme and admin.

#### 3.7.6 (2026/09/05)

 * Add: Support for GPT-6 Astra, including its max reasoning level.
 * Fix: Temperature is no longer sent to models that reject it.
 * Update: The reasoning dropdown now only shows levels supported by the selected
   model.

#### 3.7.5 (2026/09/03)

 * Add: Claude Fable 5.1 to the Anthropic models.
 * Fix: Anthropic now caps max_tokens to the model’s limit instead of returning 
   a 400 error.
 * Fix: Provider errors with a flat body (such as Mistral) and any 4xx/5xx status
   now show the actual error message.
 * Update: Removed the Assistants module following OpenAI’s shutdown.
 * Update: Transcription now uses gpt-transcribe, and Opus 4.1 has been removed.
 * Update: Built-in tools that can’t be used with Chat Completions are now reported
   in the logs instead of being dropped silently.

#### 3.7.4 (2026/09/01)

 * Fix: Sending a message after a client-side JS function call no longer fails with
   an invalid_request_error.
 * Fix: MCP OAuth login redirects are no longer cached by page caches and served
   to the wrong visitor.
 * Fix: Plugin file tools no longer report a refusal as a missing directory.
 * Update: The “Done!” placeholder for client-side function calls is now translatable
   and filterable.

#### 3.7.3 (2026/08/26)

 * Fix: Chatbots using the default environment and model are no longer excluded 
   from the function calling list.
 * Fix: Vision now detects image types from the file contents instead of the extension,
   so images served through a CDN work.
 * Fix: Magic Wand can read the selected text again in the iframed block editor 
   of WordPress 7.1, re-enabling Suggest Synonyms.
 * Update: Completed steps in the Setup Assistant now collapse to a single line.

#### 3.7.2 (2026/08/20)

 * Fix: Editor Assistant endpoints accepted a nonce any visitor could generate, 
   allowing anyone to run AI queries on the site’s provider account (reported by
   Abdullah Kareem via WPScan).
 * Fix: A crafted URL could escape the uploads folder and send any server-readable
   file to the AI provider (reported by Jashid Sany via WPScan).
 * Fix: Editor Assistant now works for admin-equivalent accounts whose role isn’t
   literally administrator.
 * Fix: Embeddings sharing the same reference no longer stay stuck, and a single
   unprocessable vector no longer blocks the maintenance queue.
 * Fix: A temperature of 0 is no longer treated as unset and stripped from the request.
 * Fix: Image-only replies from GPT-5 models no longer show “medium” as the answer
   text.
 * Update: Claude Sonnet 5 pricing ($2/$10 is now permanent), dashboard wording,
   and tested with WordPress 7.1.
 * 🎵 Discuss with others about Ai Engine on [the Discord](https://discord.gg/bHDGh38).
 * 🌴 Keep us motivated with [a little review here](https://wordpress.org/support/plugin/ai-engine/reviews/).
   Thank you!
 * 🥰 If you want to help us, check our [Patreon](https://www.patreon.com/meowapps).
   Thank you!
 * 🚀 [Click here](https://trello.com/b/8U9SdiMy/ai-engine-feature-requests) to 
   vote for the features you want the most.

#### 3.7.1 (2026/08/14)

 * Add: WPML support in the MCP server, mirroring the Polylang tools.
 * Add: SEO section in the Modules tab, with robots.txt access for AI crawlers and
   live stats when SEO Engine is installed.
 * Update: MCP self-test now detects AI-crawler blocking, nested .htaccess files
   and www mismatches, and logs every OAuth authorize refusal.
 * Update: Internal errors are now hidden behind a filterable public message, and
   AI Forms no longer show provider errors to visitors.
 * Update: Shared dashboard synced with the new Board and the AI site analysis.
 * Fix: The mwai_mcp_mutate hook now fires on deletions, so cache purges hooked 
   to it run.

#### 3.7.0 (2026/08/03)

 * Fix: Qdrant collections were always created with 1536 dimensions regardless of
   the embedding model, and default dimensions are now read from the right place.
 * Update: Embedding dimensions are no longer locked for OpenAI-compatible models,
   as that size is only a guess.
 * Fix: The MCP access level no longer restricts OAuth connections, and the setting
   is no longer hidden behind the bearer token.
 * Fix: MCP connections no longer drop at random when the client refreshes its access
   token.
 * Update: Credited Revanth Hari Narayana Matte (via WPScan) for reporting the security
   issues fixed in 3.6.4 and 3.6.6.

#### 3.6.9 (2026/08/01)

 * Fix: Crash when clicking quickly through discussions, and slow image checks writing
   into the wrong message.
 * Fix: MCP token refresh being rejected on servers that pass Basic credentials 
   to PHP instead of forwarding the header.
 * Fix: Stored chat messages could run scripts when an admin opened a discussion.

#### 3.6.8 (2026/08/01)

 * Fix: Workspace mobile app connection on servers that don’t expose the Authorization
   header, with clearer pairing errors.
 * Fix: A Context Max Length of zero no longer empties posts, which blocked embeddings
   sync and blanked chatbot context.
 * Update: Transcription now defaults to gpt-4o-mini-transcribe instead of whisper-
   1.
 * Update: The mobile connection warning links to the troubleshooting page instead
   of showing the htaccess snippet.
 * Add: Logging on the MCP OAuth token endpoint for failing refreshes.

#### 3.6.7 (2026/07/31)

 * Add: Workspace is officially launched on [iOS](https://apps.apple.com/app/workspace-for-wordpress/id6794717714).
 * Update: OpenAI pricing for GPT-5.6 Terra and Luna following the July 30 cut, 
   and corrected o3 which was priced 7.5x too high.
 * Update: Removed the leftover mcp.js relay and its documentation, and corrected
   the MCP header comment that still mentioned SSE and OAuth.
 * Add: getDiscussion() to the PHP API, to read a stored discussion without using
   $mwai_core.

#### 3.6.6 (2026/07/30)

 * Update: Minimum PHP version is now 8.1, declared in the plugin header so WordPress
   blocks activation on older versions.
 * Fix: Push All no longer exhausts the memory limit on large sites; post content
   is now checked in chunks.
 * Fix: Long Japanese and Chinese posts no longer produce empty content, which left
   their embeddings stale.
 * Fix: Hardened the REST endpoints against client-supplied file paths and API keys,
   corrected the MCP OAuth route match and guest session cookie, and stopped the
   chatbot key reaching Editors.
 * Fix: The mwai_mcp_callback filter now receives five arguments from both the Workspace
   and the MCP endpoint.
 * Add: CSV and JSON export for the Query and MCP logs, honouring the active filters
   and sort.
 * Fix: Chatbot input is no longer hidden behind the mobile keyboard in fullscreen,
   and shortcuts are now chips that don’t inherit the site’s button styles.

#### 3.6.5 (2026/07/28)

 * Add: Elapsed time counter on the AI Forms submit button, matching the chatbot.
 * Add: Note in the Sync panel that the Sync filters are shared by all environments.
 * Fix: Three security issues reported by WPScan (key disclosure to editors, guessable
   guest sessions, audio transcription file read).
 * Fix: Streaming requests now respect MWAI_SSL_VERIFY and verify TLS certificates(
   reported by Mohammed Abd Alrahman).
 * Fix: Recurring tasks no longer stay parked after repeated failures, so discussions
   and logs cleanups run again.
 * Fix: Administrator-equivalent accounts (custom roles with manage_options) are
   no longer refused at the MCP OAuth consent screen.
 * Fix: A custom JavaScript filter that crashes no longer breaks the chatbot, and
   raw JavaScript errors are no longer shown to visitors.
 * Fix: The embeddings environment Type field no longer shows “Select” for the Internal(
   WordPress DB) environment.
 * Fix: The Web Search button now appears in the Workspace composer when pinned.
 * Update: Push All now respects the Sync category and language filters, so it no
   longer seeds posts Sync would not maintain.
 * Update: Workspace is now available to everyone; Knowledge, MCP Servers and Functions
   stay Pro.
 * Update: Removed the unused module_addons and module_blocks option defaults.

For older releases, see [changelog.txt](https://plugins.svn.wordpress.org/ai-engine/trunk/changelog.txt).

## Meta

 *  Version **3.8.4**
 *  Last updated **3 days ago**
 *  Active installations **90,000+**
 *  WordPress version ** 6.0 or higher **
 *  Tested up to **7.1.3**
 *  PHP version ** 8.1 or higher **
 *  Languages
 * [Croatian](https://hr.wordpress.org/plugins/ai-engine/), [Dutch](https://nl.wordpress.org/plugins/ai-engine/),
   [English (US)](https://wordpress.org/plugins/ai-engine/), [French (France)](https://fr.wordpress.org/plugins/ai-engine/),
   [Galician](https://gl.wordpress.org/plugins/ai-engine/), [German](https://de.wordpress.org/plugins/ai-engine/),
   [Hungarian](https://hu.wordpress.org/plugins/ai-engine/), [Italian](https://it.wordpress.org/plugins/ai-engine/),
   [Japanese](https://ja.wordpress.org/plugins/ai-engine/), [Korean](https://ko.wordpress.org/plugins/ai-engine/),
   [Persian](https://fa.wordpress.org/plugins/ai-engine/), [Portuguese (Brazil)](https://br.wordpress.org/plugins/ai-engine/),
   [Russian](https://ru.wordpress.org/plugins/ai-engine/), [Serbian](https://sr.wordpress.org/plugins/ai-engine/),
   [Spanish (Chile)](https://cl.wordpress.org/plugins/ai-engine/), [Spanish (Spain)](https://es.wordpress.org/plugins/ai-engine/),
   and [Ukrainian](https://uk.wordpress.org/plugins/ai-engine/).
 *  [Translate into your language](https://translate.wordpress.org/projects/wp-plugins/ai-engine)
 * Tags
 * [AI](https://wordpress.org/plugins/tags/ai/)[AI agent](https://wordpress.org/plugins/tags/ai-agent/)
   [chatbot](https://wordpress.org/plugins/tags/chatbot/)[mcp](https://wordpress.org/plugins/tags/mcp/)
   [openai](https://wordpress.org/plugins/tags/openai/)
 *  [Advanced View](https://wordpress.org/plugins/ai-engine/advanced/)

## Ratings

 4.9 out of 5 stars.

 *  [  837 5-star reviews     ](https://wordpress.org/support/plugin/ai-engine/reviews/?filter=5)
 *  [  18 4-star reviews     ](https://wordpress.org/support/plugin/ai-engine/reviews/?filter=4)
 *  [  5 3-star reviews     ](https://wordpress.org/support/plugin/ai-engine/reviews/?filter=3)
 *  [  3 2-star reviews     ](https://wordpress.org/support/plugin/ai-engine/reviews/?filter=2)
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[Your review](https://wordpress.org/support/plugin/ai-engine/reviews/#new-post)

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## Contributors

 *   [ Jordy Meow ](https://profiles.wordpress.org/tigroumeow/)

## Support

Issues resolved in last two months:

     11 out of 11

 [View support forum](https://wordpress.org/support/plugin/ai-engine/)

## Donate

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