AI Stock Predictor vs Enable Abilities for MCP

Predict WooCommerce stock depletion using AI. Prevent stockouts with intelligent forecasting powered by OpenAI and DeepSeek. 📖 Description AI Stock Predictor is an intelligent WooCommerce inventory management plugin that uses artificial intelligence to predict when your products will run out of stock. By analyzing sales velocity, historical data, and current inventory levels, it helps you make informed restocking decisions before it’s too late. Say goodbye to unexpected stockouts and overstocking! AI Stock Predictor continuously monitors your WooCommerce store and provides accurate predictions about when each product will deplete, giving you ample time to reorder and maintain optimal stock levels. Why AI Stock Predictor Matters? Prevents costly stockouts that lead to lost sales and disappointed customers. Reduces excess inventory and storage costs through accurate forecasting. Automates inventory monitoring, saving hours of manual analysis. Increases revenue by ensuring popular products are always available. Provides data-driven insights for better business decisions. 💻 Demo | 🚀 Get The PRO Version | 🛠 Support | 📄 Documentation 💡 Why Choose AI Stock Predictor? ✅ AI-Powered Predictions: Utilizes OpenAI and DeepSeek for accurate stock forecasting. ✅ Real-Time Monitoring: Continuously tracks sales velocity across multiple timeframes (30, 60, 90 days). ✅ Smart Alerts: Get notified before products run out with customizable risk levels. ✅ Visual Dashboard: Beautiful admin interface showing stock predictions at a glance. ✅ No Configuration Required: Works out of the box with intelligent fallback predictions. ✅ WooCommerce Native: Seamlessly integrates with WooCommerce inventory system. ✅ HPOS Compatible: Full support for WooCommerce High-Performance Order Storage. ✅ Performance Optimized: Uses smart caching to minimize API calls and server load. 🌟 Core Features (Free) ✅ AI Stock Forecasting: Predicts stockout dates using advanced AI algorithms. ✅ Multiple AI Providers: Choose between OpenAI (GPT-4) or DeepSeek for predictions. ✅ Fallback Prediction System: Built-in algorithm works even without API keys. ✅ Sales Velocity Analysis: Calculates daily sales rate across 30, 60, and 90-day periods. ✅ Risk Level Classification: Products categorized as Low, Medium, or High risk. ✅ Comprehensive Dashboard: View all predictions, stock stats, and alerts in one place. ✅ Pagination Support: Handle thousands of products with efficient pagination. ✅ Refresh Predictions: Update individual or all product predictions on demand. ✅ Stock Statistics: Track total products, low stock items, and total inventory value. ✅ API Status Monitoring: Real-time status of your AI provider configuration. ✅ Customizable Settings: Configure AI provider, prediction parameters, and notification preferences. ✅ Smart Caching: Predictions cached for optimal performance (configurable duration). ✅ Lead Time Support: Set custom lead times per product for accurate reorder planning. ✅ Translation Ready: Fully translatable with .pot file included. 🚀 Pro Features 🔸 Advanced Analytics: Detailed charts and graphs for sales trends and forecast accuracy. 🔸 Automated Reordering: Automatically create purchase orders when stock is low. 🔸 Email Notifications: Get alerts via email for critical stock situations. 🔸 Seasonal Adjustment: AI learns seasonal patterns for more accurate predictions. 🔸 Multi-Location Support: Manage inventory predictions across multiple warehouses. 🔸 Custom Report Generation: Export detailed inventory reports in PDF/Excel. 🔸 Supplier Integration: Connect with suppliers for direct reordering. 🔸 Product Categorization: Set different prediction rules for product categories. 🔸 Historical Accuracy Tracking: See how accurate past predictions were. 🔸 API Rate Limiting: Smart throttling to optimize API usage and costs. 🔸 Bulk Actions: Update settings for multiple products simultaneously. 🔸 Priority Support: Get faster response times and dedicated assistance. 🔸 White Label Options: Remove branding for client projects (Agency License). 🎨 Key Components 📊 Smart Dashboard Comprehensive overview of your inventory health with real-time data: – Total products in stock – Number of low stock items – Out of stock products count – Total inventory value calculation – AI prediction status indicator – Recent predictions table with sorting – Quick refresh actions 🤖 AI Prediction Engine Intelligent forecasting powered by leading AI providers: – OpenAI Integration: Uses GPT-4 for sophisticated analysis – DeepSeek Support: Alternative AI provider for predictions – Fallback Algorithm: Mathematical model when AI is unavailable – Sales velocity calculation (30/60/90 day averages) – Stock depletion date estimation – Risk level assessment (High/Medium/Low) – Lead time consideration ⚙️ Settings Management Flexible configuration for your needs: – General Settings: Enable/disable predictions, update frequency, low stock threshold – API Settings: Configure OpenAI or DeepSeek API keys – Prediction Settings: Choose AI model, confidence threshold, historical data period – Notification Settings: Email alerts, notification types, frequency preferences 📈 Sales Velocity Tracker Multi-timeframe analysis for better accuracy: – 30-day sales velocity (units per day) – 60-day sales velocity – 90-day sales velocity – Automatic trend detection – Seasonal pattern recognition 🛠️ How It Works 1️⃣ Install & Activate: Install AI Stock Predictor from WordPress plugin directory or upload manually. 2️⃣ Configure AI Provider (Optional): Add your OpenAI or DeepSeek API key in Settings → API (works without API key too). 3️⃣ View Predictions: Navigate to AI Stock Predictor dashboard to see stock predictions. 4️⃣ Monitor Risk Levels: Products are color-coded by risk level (Red: High, Yellow: Medium, Green: Low). 5️⃣ Take Action: Reorder products showing high risk before they run out. 6️⃣ Stay Updated: Predictions automatically refresh based on your configured schedule. 🎯 Perfect For E-commerce Store Owners: Prevent stockouts and optimize inventory levels. WooCommerce Shops: Seamlessly integrates with your existing store. Dropshippers: Plan orders in advance based on predicted demand. Small Businesses: Reduce manual inventory tracking and focus on growth. Wholesalers: Manage large product catalogs efficiently. Subscription Services: Ensure products are always available for recurring orders. Seasonal Businesses: Prepare for demand spikes with AI predictions. 📋 Technical Details Minimum Requirements: WordPress 6.0+, WooCommerce 7.0+, PHP 8.0+ Database: Efficient queries with caching for optimal performance Security: Nonce verification, capability checks, input sanitization Coding Standards: Follows WordPress and WooCommerce coding standards Performance: Lightweight with minimal impact on site speed Compatibility: Works with any WordPress theme and most plugins 🌐 Translation Ready AI Stock Predictor is fully translatable and includes a .pot file for easy translation into any language. External services This plugin connects to third-party AI services to generate stock predictions. These services are used to analyze your product sales data and predict when products will run out of stock. Important: No personal customer data is ever sent to these services. Only anonymized product inventory data (current stock levels, sales velocity calculations, and lead times) is transmitted. OpenAI This plugin can connect to the OpenAI API to generate AI-powered stock predictions. What data is sent: – Current stock quantity for each product – Calculated sales velocity (units sold per day over 30, 60, and 90 day periods) – Product lead time (restocking time in days) – Current date for prediction calculation When data is sent: – When a stock prediction is requested for a product (either manually via the dashboard refresh button, or automatically based on your configured update frequency) – Only if OpenAI is selected as the AI provider in the plugin settings AND a valid API key is configured Service provider: OpenAI, L.L.C. – OpenAI Terms of Use – OpenAI Privacy Policy DeepSeek This plugin can connect to the DeepSeek API as an alternative AI provider for stock predictions. What data is sent: – Current stock quantity for each product – Calculated sales velocity (units sold per day over 30, 60, and 90 day periods) – Product lead time (restocking time in days) – Current date for prediction calculation When data is sent: – When a stock prediction is requested for a product (either manually via the dashboard refresh button, or automatically based on your configured update frequency) – Only if DeepSeek is selected as the AI provider in the plugin settings AND a valid API key is configured Service provider: DeepSeek – DeepSeek Terms of Service – DeepSeek Privacy Policy Fallback Mode If no API key is configured or if the external API request fails, the plugin uses a built-in mathematical algorithm to calculate predictions locally without sending any data to external services.

Enable Abilities for MCP gives you full control over which WordPress Abilities are available to AI assistants through the MCP (Model Context Protocol) Adapter. WordPress 6.9 introduced the Abilities API, allowing external tools to discover and execute actions on your site. This plugin extends that functionality by registering a comprehensive set of content management abilities and providing a simple admin interface to toggle each one on or off. Connect from claude.ai with just a URL Since version 2.1 the plugin ships an embedded OAuth 2.1 server built for claude.ai custom connectors. Add your site in claude.ai → Settings → Connectors, log in with your WordPress user, approve the consent screen — connected. No Client ID, no Application Password, no local configuration. Works from the claude.ai web app, mobile apps, and Claude Desktop Each team member authenticates with their own WordPress account and role — a subscriber can never do what only an editor should Every ability execution lands in the activity log under the real user’s name Works on single sites, subdirectory installs, and multisite networks (network-activate so the main site serves the OAuth discovery documents for every subsite) Prefer tokens? Application Passwords (per-user) and a single-admin Bearer token connect Claude Desktop / Claude Code, OpenAI Codex CLI, and Google Antigravity — the Connection tab generates ready-to-paste configuration for each client, and fills in your credentials automatically. Features 102 abilities organized in 21 categories: Core, Read, Write, SEO (Rank Math), SEO (SEOPress), SEO (Yoast), Navigation Menus, Utility, Multilanguage, Custom Post Types, WooCommerce, The Events Calendar, Code Snippets, JetEngine Options Pages, JetEngine Query Builder, Elementor, LearnDash, Tutor LMS, AI Agent Readiness (llms.txt), FSE Block Templates, and Accessibility (WCAG) WooCommerce integration — dedicated abilities to manage products, orders, and customers using the native WooCommerce API (HPOS-compatible, formally declared) The Events Calendar integration — list, get, create, and update events with venue, organizer, and date filters claude.ai OAuth custom connector — connect from claude.ai (web, mobile, or desktop) with zero local setup: an embedded OAuth 2.1 server with Client ID Metadata Document (CIMD) support lets each user log in with their own WordPress account and role Admin dashboard with toggle switches for each ability Per-ability control — expose only what you need Third-party ability control — abilities registered by other MCP-ready plugins (e.g. Fluent Forms) appear in the same dashboard, grouped by plugin, with the same per-ability toggles; disabling one removes it from every MCP server on the site Secure by design — proper capability checks, input sanitization, and per-post permission validation WPCS compliant — fully passes WordPress Coding Standards (phpcs) MCP-ready — all abilities include show_in_rest and mcp.public metadata Available Abilities Read (safe, query-only): Get posts with filters (status, category, tag, search) Get single post details (content, SEO meta, featured image) Get categories, tags, pages, comments, media, and users Write (create & modify): Create, update, and delete posts Create categories and tags Create pages Moderate comments Reply to comments as the authenticated user Upload images from external URLs to the media library (with optional auto-assign as featured image) Duplicate any post, page, or custom post type item — including all post meta (ACF, SEO, featured image) and taxonomy terms; saved as a draft by default Assign a custom taxonomy’s terms to a post or page (e.g. a taxonomy registered by a companion plugin) SEO — Rank Math: Get full Rank Math metadata for any post/page (title, description, keywords, robots, Open Graph, SEO score) Update Rank Math metadata: SEO title, description, focus keyword, canonical URL, robots, Open Graph, primary category, pillar content SEO — SEOPress: Get full SEOPress metadata for any post/page (title, description, focus keyword, robots, canonical, Open Graph, Twitter Card) Update SEOPress metadata: SEO title, description, focus keyword, canonical URL, robots directives, Open Graph, Twitter Card SEO — Yoast SEO: Get full Yoast SEO metadata for any post/page (title, description, focus keyphrase, canonical, robots, Open Graph, Twitter Card) Update Yoast SEO metadata: SEO title, description, focus keyphrase, canonical URL, robots (noindex, nofollow, advanced), Open Graph, Twitter Card Get Yoast sitemap index — fetch and parse the sitemap index, returning all registered sitemap URLs with last modification date Custom Post Types: List all registered custom post types with configuration and taxonomies Get items from any CPT with filtering, search, and taxonomy queries Get full details of a CPT item including all meta fields (WooCommerce, ACF, JetEngine, etc.) Create, update, and delete CPT items with taxonomy and meta field support Get CPT taxonomies with their terms Assign taxonomy terms to CPT items Read term meta by exact key, or all meta for a term Write a term meta field by exact key Update a term’s core fields: name, slug, description, or parent WooCommerce: List products with price, SKU, stock status, categories, and type Get full product detail including gallery, attributes, and variations Update product price, sale price, stock quantity, and status List orders with customer, total, status, and date (HPOS-compatible) Get full order detail: line items, billing/shipping, totals, and notes Update order status with optional note List customers with email, name, total spent, and order count The Events Calendar: List events with start/end date, venue, organizer, and date range filter Get full event detail with resolved venue address and organizer contact Create new events with title, description, dates, venue, and organizer Update existing events Navigation Menus: List menus with item counts and theme locations, and get one menu’s full item hierarchy Create a new menu, and add pages, posts, categories, tags, or custom URLs as items (with parent and position) Update an item’s title, URL, parent, or position Remove an item, assign a menu to a theme location, or delete a menu entirely (opt-in — destructive) Tutor LMS: Read a lesson’s video source configuration (type, value, and runtime) Set a lesson’s video source (external URL, YouTube, Vimeo, HTML5, or a third-party source such as Bunny.net) using Tutor’s own storage function — avoids the string-only limitation of the generic Update Post Meta ability, which Tutor cannot read back List courses, and get a single course’s full detail with its topics/lessons hierarchy Get a user’s enrollment status and completion progress for a course Get a user’s quiz attempt results, optionally filtered to a single quiz Enroll a user in a course, and unenroll them (both opt-in, manage_options only) Multilanguage: Assign a language to an existing post via Polylang or WPML Link two posts as translations of each other in the same translation group Get the full translation map for a post: language, post ID, title, permalink, and status for each translation LearnDash: List courses with enrollment count, and get a single course’s full detail (lessons, topics, quizzes) Get a user’s enrollment status/progress and quiz results for a course Enroll or unenroll a user in a course (opt-in — write, manage_options) JetEngine Options Pages: List all registered Options Pages with their field schema Get all fields and current values for an Options Page by slug Update a single Options Page field, including repeater rows (opt-in — write) JetEngine Query Builder: List all Query Builder queries with id, name, and query type Get the full settings of one query by id Update an existing query’s name, type, or arguments — the missing counterpart to JetEngine’s own native “Add Query” MCP tool, which has no edit/get/list equivalent (opt-in — write) Elementor: Get a compact, read-only tree of an Elementor page/template (element ids, types, text preview) Update an Elementor element’s settings by id — single or batch edits (opt-in — write) Bind a widget setting to a dynamic tag: post title, or a JetEngine/meta field (opt-in — write) Code Snippets: Create a PHP code snippet via the Code Snippets plugin — always saved as inactive, activate manually from wp-admin. Validates PHP syntax and blocks dangerous functions (eval, exec, shell_exec, and more) AI Agent Readiness (llms.txt): Fetch and validate the site’s llms.txt against the llmstxt.org spec, with actionable issues Write llms.txt content — routes automatically to SEOPress Pro’s option when active, or serves it directly (opt-in — write) FSE Block Templates: List all wp_template and wp_template_part entries for the active theme, merging theme-file defaults with database overrides Get the full block markup for one template or template part by slug Write new block markup to a template or template part — creates a database override automatically when the target is still a theme default; rejects content with unbalanced block-comment delimiters (opt-in — write, edit_theme_options) Accessibility (WCAG): Scan the media library for images missing alt text (WCAG 1.1.1 Non-text Content), paginated Utility: Search and replace text in post content Site statistics overview (includes custom post type counts) Update any post meta field by exact key (with protected internal key blocklist) Requirements WordPress 6.9 or later (Abilities API) MCP Adapter plugin installed and configured PHP 8.0 or later