AI Engine – The Chatbot, AI Framework & MCP for WordPress vs Npcink Abilities Toolkit

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. Please make sure you read the disclaimer. For more information, check the official website of 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, REST endpoints, function calling, and MCP support. Build AI features, automate workflows, or create SaaS applications on WordPress. Feeling overwhelmed? 🤪 Start simple: Create a chatbot. Then connect Claude Code, Claude, ChatGPT, or OpenClaw 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 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 intelligent chatbots with customizable themes, realtime audio, and multi-file support. Features modular UI Builder, conversation memory, and MacOS-style components. 🎨 Content & Media Generate content, translate text, create images and videos from prompts, 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. 🤖 Chatbots Transform visitor interactions with intelligent, customizable chatbots. Features: Modular UI Builder with containers, headers, footers Customizable themes and MacOS-style components Realtime audio conversations Multi-file upload support Discussion memory and history Cross-site embedding GDPR compliance tools 🎨 Content & Media Create, refine, and visualize content with AI assistance. 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 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. 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 Manage WooCommerce products, orders, inventory, and customers Handle Polylang translations Setup Guides: General MCP Overview MCP with ChatGPT MCP with Claude MCP with Claude Code Plugin Integration: Other plugins add their features to the MCP system: SEO Engine – Let AI analyze and optimize your content, fix SEO issues, and manage meta data Social Engine – AI can schedule posts, manage social media, and create social content Code Engine – Give AI access to code snippets and custom functions AI Engine can also connect to external MCP servers, extending your chatbots with tools and services beyond WordPress. 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, and WooCommerce management to the MCP server. 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 and Privacy Policy. It is also important to check your usage on the OpenAI website 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. 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.

Npcink Abilities Toolkit helps a WordPress site expose, review, and safely inspect Abilities API capabilities for AI hosts and clients. The admin page is built for site operators first. It shows whether the site’s ability package is working, which abilities are available, which abilities are read-only, and which write-like abilities require host approval. For developers and host runtimes, the plugin also provides ability registration helpers, category helpers, schema normalization, annotation normalization, REST discovery values, and optional canonical projection for Npcink AI when Npcink AI is installed. It can be used by any WordPress plugin or client that consumes the WordPress Abilities API. Npcink AI is one optional consumer, not the owner of this plugin. It does not run AI models, execute workflows, route prompts, contact model providers, manage billing or quotas, own MCP governance, or approve final WordPress writes. Read-only host composition recipe metadata may document how hosts can compose abilities, but those records do not run queues, schedule jobs, execute workflows, or create a second registry. Host composition recipe metadata is available through read-only helpers and Abilities API discovery abilities for hosts that need catalog discovery without execution ownership. External Services and Remote Requests This plugin does not automatically contact Npcink AI, model providers, analytics services, tracking services, or cloud services. Some abilities can prepare request payloads for a separate host or cloud add-on, but this plugin does not send those payloads to an external service by itself. The npcink-abilities-toolkit/upload-media-from-url ability can download a media file from a URL provided by an authenticated caller when an approved host runtime commits that ability. In that case WordPress sends an HTTP request to the caller-provided URL in order to fetch the media file for the local media library. The remote endpoint is chosen by the caller, not by this plugin. Requirements WordPress 7.0 or later. This release intentionally targets the WordPress Abilities API baseline available in WordPress 7.0+. PHP 8.0 or later. The WordPress Abilities API REST routes must be available before third-party provider plugins or external clients can discover and run abilities. Public API npcink_abilities_toolkit_register_category( $category_id, $args ) npcink_abilities_toolkit_register_readonly( $ability_id, $definition ) npcink_abilities_toolkit_register_write_proposal( $ability_id, $definition ) npcink_abilities_toolkit_normalize_schema( $schema, $default_type ) npcink_abilities_toolkit_normalize_annotations( $annotations, $risk_level ) npcink_abilities_toolkit_get_registered() npcink_abilities_toolkit_get_workflow_definitions() npcink_abilities_toolkit_get_workflow_definition( $recipe_id ) Third-Party Integration Quickstart Provider plugins should wait until plugins_loaded, check that the public helper exists, and then register their abilities through the helper functions: if ( function_exists( 'npcink_abilities_toolkit_register_readonly' ) ) { npcink_abilities_toolkit_register_readonly( 'acme/site-summary', $definition ); } Do not include files from this plugin’s includes/ directory or instantiate classes in the Npcink_Abilities_Toolkit namespace. Those are implementation details. Use npcink_abilities_toolkit_register_readonly() for read-only context and diagnostic abilities. Use npcink_abilities_toolkit_register_write_proposal() only when the callback returns a proposal, preview, diff, or handoff payload. Third-party provider callbacks should not perform final host-governed commits. Approval, audit, quota, and final write authorization belong to the consuming host runtime. REST clients should first discover the catalog through: /wp-json/wp-abilities/v1/categories /wp-json/wp-abilities/v1/abilities /wp-json/wp-abilities/v1/abilities/{namespace}/{name}/run /wp-json/npcink-abilities-toolkit/v1/contract The contract endpoint is a compatibility and boundary discovery endpoint for authenticated host runtimes. It does not replace the WordPress Abilities API catalog and does not run abilities. Full provider examples and REST client notes are maintained in the public repository: https://github.com/muze-page/npcink-abilities-toolkit If the wp-abilities/v1 REST routes are missing, enable the WordPress Abilities API baseline or compatibility plugin before connecting third-party providers or clients. Admin Page After activation with a Npcink AI host plugin, open Npcink AI -> AI Abilities in wp-admin. When this standalone package is installed without a Npcink AI host menu, open Tools -> Site AI Abilities instead. The page is designed for site operators first: it shows site ability status, groups available abilities with plain labels and risk posture, and can run two official read-only checks: site info and bounded redacted diagnostics summary. The Checks tab explains what each check proves and what it does not prove before it runs. Check results are shown as a plain summary table, with raw JSON kept behind a support disclosure. Developer Access keeps copyable REST endpoint values, raw discovery fetches, and ability ID export available for host/client setup. It does not run showcase workflows, model calls, write abilities, approval flows, or demo abilities. Built-In Abilities The plugin includes migrated low-risk WordPress read abilities, deterministic comment helpers, and host-governed WordPress write/destructive abilities using canonical npcink-abilities-toolkit/* ids. It also includes npcink-abilities-toolkit/wp-diagnostics-summary, a redacted WordPress-only diagnostics summary for Abilities API clients. This summary intentionally omits Npcink AI settings, MCP settings, API keys, database names, table prefixes, filesystem paths, error logs, and external HTTP probes. It also includes npcink-abilities-toolkit/search-posts and npcink-abilities-toolkit/search-post-meta, bounded local WordPress search helpers for keyword and explicit post-meta discovery. These are read-only helpers and do not call external search indexes or mutate content. It also includes npcink-abilities-toolkit/list-workflow-recipes and npcink-abilities-toolkit/get-workflow-recipe, read-only host composition recipe metadata discovery abilities. These expose metadata only and do not execute workflow runtime behavior. Core governance handoff docs include a catalog snapshot, permission matrix, and schema boundary audit for hosts that consume this plugin through npcink-ai-core. Developer Verification For the default local source gate, run: composer test:all When the plugin is installed in a local WordPress site, run: WP_PATH=/path/to/wordpress composer smoke:wp For isolated bounded-chain performance validation, run: composer perf:smoke