Giuseppe Socci

<p>KaliCart Bridge makes your WooCommerce product catalog computable: it exposes a structured, normalized REST API and an MCP server that AI shopping agents and assistants — such as ChatGPT, Claude, Gemini, Perplexity and any MCP-capable client — can read and act on directly. No LLM runs on your server; the plugin only turns your existing catalog into clean, computable data.</p>
<p>Documentation: https://bridge.kalicart.com/docs/</p>
<p><strong>What it does:</strong></p>
<ul>
<li>Exposes a <code>/discovery</code> endpoint — the single entry point any agent needs to understand your catalog</li>
<li>Provides <code>/catalog/search</code>, <code>/catalog/products</code>, <code>/catalog/product/{id}</code>, <code>/catalog/categories</code> endpoints</li>
<li>Exposes a Model Context Protocol (MCP) server at <code>/wp-json/kalicart/v1/mcp</code> (JSON-RPC 2.0) so MCP-capable agents can call the catalog as tools — same data as the REST endpoints, no API key</li>
<li>Computationally normalizes product data: prices (min/max for variables, sale %, discount), stock, gender inference, color family mapping, size type detection</li>
<li>Exposes WooCommerce shipping-zone policy for agent reasoning; checkout remains the final authority for exact destination/cart shipping cost</li>
<li>Exposes active product/category-compatible coupons as conditional checkout savings; coupons never replace the catalog price</li>
<li>Category tree nodes include direct <code>products_url</code> and <code>search_url_template</code> fields so agents can navigate without constructing URLs manually</li>
<li>Dashboard issue cards and suggestions link to filtered product lists for direct remediation</li>
<li>Uses <strong>your merchant taxonomy</strong> — no global remapping, products stay in your WooCommerce categories</li>
<li>Injects a <code><link rel="kalicart-agent"></code> in your site <code><head></code> for agent auto-discovery</li>
<li>Adds an “agent ready” badge in the footer</li>
<li>Injects <code>Allow: /wp-json/kalicart/</code> in <code>robots.txt</code></li>
<li>Generates <code>/kalicart-sitemap.xml</code> linked from the WP sitemap index</li>
<li>Shows a catalog health dashboard in wp-admin with quarantine tracking and improvement suggestions</li>
</ul>
<p><strong>What it does NOT do:</strong></p>
<ul>
<li>No LLM calls</li>
<li>No cloud dependency for core functionality</li>
<li>No data sent anywhere outside your server by default — the only optional exception is the Federated Catalog feature (see “External services” below), which you turn on explicitly</li>
<li>No API key required for public endpoints</li>
</ul>
<p><strong>Normalization engine:</strong></p>
<ul>
<li>Price: regular, sale, current, discount %, currency — variable products get min/max ranges</li>
<li>Stock: status, in_stock bool, quantity if managed, backorder policy</li>
<li>Gender: inferred from <code>pa_gender</code> attribute, category paths, tags, product name (multilingual keywords: IT/EN/FR/DE/ES)</li>
<li>Color: mapped to 13 color families via keyword matching on <code>pa_color</code>/<code>pa_colore</code> and product metadata</li>
<li>Size: detected from <code>pa_size</code>/<code>pa_taglia</code>, type auto-detected (clothing S/M/L, numeric EU, shoes EU half-sizes)</li>
</ul>
<p><strong>Catalog health / quarantine:</strong></p>
<p>Products are scored 0–100 based on: title quality, description length, category assignment, price validity, image presence and SKU presence. Quarantine is reserved for blocking computability issues: ambiguous/too-short titles, missing or very short descriptions, missing real categories, and missing or zero prices. Missing images and SKUs remain clickable improvement suggestions but do not quarantine products.</p>
<p><strong>Checkout sessions (optional):</strong></p>
<p>When enabled in WP Admin <span aria-hidden="true" class="wp-exclude-emoji">→</span> KaliCart <span aria-hidden="true" class="wp-exclude-emoji">→</span> Settings, agents can create checkout sessions containing one or more products. Each session returns cart_url (lands on WooCommerce cart for review) and checkout_url (goes directly to checkout). Sessions expire after 30 minutes. No OAuth, no PII, no payment on the agent side.</p>
<p><strong>Model Context Protocol (MCP) endpoint:</strong></p>
<p>The same read-only catalog is also exposed as an MCP server at <code>/wp-json/kalicart/v1/mcp</code> (JSON-RPC 2.0 over HTTP POST). MCP-capable agents and assistants connect to it and call the catalog as tools: <code>search_products</code>, <code>list_products</code>, <code>get_product</code>, <code>list_categories</code>, <code>get_meta</code>. It is read-only and needs no authentication, exactly like the public REST endpoints — it adds a second transport, not new data. No LLM, no external calls. Checkout and payment are never exposed over MCP.</p>
<h3>External services</h3>
<p>This plugin works fully standalone. It connects to one external service <strong>only if you explicitly opt in</strong> by activating the optional Federated Catalog feature in WP Admin <span aria-hidden="true" class="wp-exclude-emoji">→</span> KaliCart Bridge.</p>
<p><strong>Service:</strong> KaliCart Global (https://dashboard.kalicart.com)</p>
<p><strong>When data is sent:</strong> Only when an administrator clicks “Activate Federated Catalog” (and, symmetrically, “Revoke consent”). Nothing is sent automatically, on activation, or in the background. With the feature off, the plugin makes no external requests.</p>
<p><strong>What is sent:</strong> A single value — your site’s public URL (e.g. https://yourstore.com). On revoke, the same URL is sent to withdraw. No customer data, orders, personal data, credentials, or API keys are ever transmitted.</p>
<p><strong>What the service does:</strong> The URL tells KaliCart Global your store wishes to be discovered. KaliCart Global then periodically reads your already-public catalog (the same data exposed by the Bridge’s public REST endpoints) and includes it in federated agent search. It only reads; it never writes to your store. Revoking stops this and parks your catalog.</p>
<p><strong>Privacy notice:</strong> https://bridge.kalicart.com/privacy/<br />
<strong>Terms / documentation:</strong> https://bridge.kalicart.com/docs/</p>


KaliCart Bridge – AI Agent Catalog for WooCommerce

Makes your WooCommerce catalog computable and readable by AI agents and MCP clients like ChatGPT, Claude and Gemini. No API key.

Syed Balkhi

SeedProd

<p>Your WordPress site just became MCP-ready. <a href="https://wpvibe.ai/?utm_source=wprepo&utm_medium=link&utm_campaign=liteplugin" rel="nofollow ugc">Vibe AI</a> (also known as WPVibe) is the Model Context Protocol server for WordPress, connecting your self-hosted site to any AI assistant that speaks MCP: Claude, ChatGPT, Cursor, Windsurf, OpenCode, and more. No copy-pasting between tabs. No switching between your AI chat and wp-admin. Tell your AI what you want, and it happens on your live WordPress site.</p>
<p><span class="embed-youtube" style="text-align:center; display: block;"><iframe loading="lazy" class="youtube-player" width="750" height="422" src="https://www.youtube.com/embed/AsasOvrSWgI?version=3&rel=1&showsearch=0&showinfo=1&iv_load_policy=1&fs=1&hl=en-US&autohide=2&wmode=transparent" allowfullscreen="true" style="border:0;" sandbox="allow-scripts allow-same-origin allow-popups allow-presentation allow-popups-to-escape-sandbox"></iframe></span></p>
<h4>The Model Context Protocol Server for WordPress</h4>
<p>Vibe AI is a complete MCP server implementation for WordPress. The Model Context Protocol, introduced by Anthropic and now adopted across the AI industry, lets AI assistants discover and call tools on connected services through a standard interface. Vibe AI packages every meaningful WordPress operation (content management, media uploads, theme file browsing, REST API access, and plugin abilities) as MCP tools your AI can call.</p>
<p>You install this free WordPress plugin, connect your site once, and every MCP-compatible AI client becomes a WordPress co-pilot. The Vibe AI WordPress MCP server handles authentication, encrypts credentials with AES-256-GCM, and relays your AI’s tool calls to the WordPress REST API. Your WordPress site, your data, your choice of AI.</p>
<h4>Connect Claude to WordPress</h4>
<p>Vibe AI is the easiest way to connect Claude to WordPress. Use it with Claude Desktop, Claude on the web, or Claude Code in your terminal. Once connected, ask Claude to draft a blog post, schedule an article, reorganize categories, update site settings, or run any WordPress task through conversation. Claude sees your WordPress site through the MCP bridge and responds with direct action, not just suggestions.</p>
<p>Connecting Claude to WordPress takes about 30 seconds. Install Vibe AI, open the plugin admin, click to authorize, then add the MCP server URL to Claude’s connectors. From that moment, Claude can manage WordPress content, search WordPress files, upload images, and interact with any WordPress plugin that exposes the Abilities API.</p>
<h4>Connect ChatGPT to WordPress</h4>
<p>Vibe AI is the ChatGPT WordPress plugin that actually connects the two systems instead of wrapping an API key. ChatGPT supports MCP servers directly in the web app and the desktop app, so once you add your Vibe AI MCP server URL, ChatGPT can read and write to your WordPress site through ordinary conversation.</p>
<p>Ask ChatGPT to turn a Google Doc into a WordPress blog post, find and tag every customer who downloaded a specific resource, update your About page in your own writing voice, or bulk-publish a content calendar. ChatGPT handles the language and strategy, Vibe AI handles the WordPress REST API calls behind the scenes.</p>
<h4>Connect Cursor, Windsurf, and Every MCP Client</h4>
<p>Vibe AI is not locked to a single AI vendor. Cursor, Windsurf, OpenCode, Claude Code, ChatGPT, Claude, and any other AI client that supports the Model Context Protocol can connect through the same MCP server URL. One WordPress MCP server, every AI assistant, no integration rewrite when you switch tools.</p>
<p>For developers, this means Cursor can edit your WordPress theme files with context-aware suggestions, Claude Code can run WordPress tasks as part of an agentic workflow, and Windsurf can scaffold new WordPress templates. For content creators and agencies, this means whichever AI writes best for your brand can publish directly to your WordPress site through the Vibe AI MCP bridge.</p>
<h4>AI-Powered WordPress Content Management via MCP</h4>
<p>Managing WordPress content through MCP has never been easier. Create blog posts, update pages, upload media, manage categories and tags, all through natural conversation with your AI assistant. Tell Claude to write a draft post about your latest product launch, ask ChatGPT to update your about page, or have Cursor reorganize your blog categories. Your AI assistant handles the WordPress REST API calls behind the MCP protocol, so you never have to touch wp-admin.</p>
<p>Vibe AI does not replace your AI assistant or lock you into a single provider. It works with every AI client that supports the Model Context Protocol, giving you the freedom to use Claude Desktop, ChatGPT, Cursor, Windsurf, OpenCode, or any future MCP-compatible AI tool for WordPress management.</p>
<h4>WordPress Abilities API Support for MCP</h4>
<p>WordPress 6.9 introduced the Abilities API, a powerful way for plugins to declare self-describing operations that AI assistants can discover and execute. Vibe AI fully supports this WordPress MCP integration. Your AI can discover what abilities your installed plugins expose, inspect their input schemas, and run them directly through natural conversation.</p>
<p>This means AI-powered WordPress plugin management works automatically over MCP. If a plugin registers abilities (WPForms, SeedProd, and others are adopting this standard), your AI assistant can interact with it without any custom integration. The WordPress Abilities API and Vibe AI together make every compatible plugin MCP-ready.</p>
<h4>Safely Edit WordPress Theme Files</h4>
<p>Vibe AI lets your MCP client browse and edit your WordPress theme files safely. Your AI can list files, search file contents, analyze code structure, and make edits through a draft theme workflow. The draft clones the active WordPress theme into a sandbox, makes changes there, and exposes a preview URL so you can see the results before going live. Your live WordPress site is never touched until you explicitly approve and publish.</p>
<p>Every file operation runs through WordPress capability checks, a path sandbox scoped to the draft theme, and PHP syntax validation before save. You keep the safety of wp-admin’s file editing guardrails while giving your AI a real place to work.</p>
<h4>WordPress WP-CLI Commands over MCP</h4>
<p>Run WordPress administration commands through your MCP client. Activate plugins, switch themes, update options, flush caches, query the database, and more, all via native PHP dispatch with a security-first command allowlist. No shell access required, no dangerous commands exposed. Your AI gets a productive WordPress admin surface without the risks of raw command execution.</p>
<h4>Smart MCP Notifications on Your WordPress Admin</h4>
<p>Every change your AI makes over MCP triggers a smart notification in your browser. Edit a post and you will see a toast with a direct link to view or edit the updated content. The Vibe AI notification system knows whether you are in the WordPress admin dashboard or viewing the frontend and adapts the link accordingly, so your workflow is never disrupted while your AI is working in the background.</p>
<h4>One-Click WordPress MCP Authorization</h4>
<p>Connecting your WordPress site to an MCP server should take seconds, not half an afternoon. Vibe AI does away with application passwords you type by hand and API keys you copy between tabs. Provide your WordPress site URL, click the authorization link that appears in your WordPress admin, and approve the connection. Your WordPress credentials are encrypted with AES-256-GCM and stored securely on Cloudflare-hosted Vibe AI servers. One click, done.</p>
<h4>WordPress MCP Server for Every Use Case</h4>
<p>Whether you are a blogger managing content, a developer building WordPress themes, or an agency managing multiple client sites, Vibe AI makes AI-powered WordPress management accessible through whichever MCP client you already use.</p>
<p><strong>Bloggers and Content Creators</strong> write and publish posts, manage media, organize categories and tags, and update WordPress site settings through conversation with Claude, ChatGPT, or any MCP assistant.</p>
<p><strong>WordPress Developers and Designers</strong> browse theme files, analyze code structure, and edit WordPress themes using a safe draft-preview-publish workflow. Build classic WordPress themes from scratch with AI-powered design directly from Cursor, Claude Code, or your favorite MCP client.</p>
<p><strong>Agencies and WordPress Site Managers</strong> connect client WordPress sites and manage content at scale. Use the WordPress Abilities API over MCP to interact with installed plugins. Automate routine WordPress tasks with whichever AI assistant fits the job.</p>
<h4>Full Vibe AI MCP Server Feature List</h4>
<ul>
<li>WordPress MCP server connection with one-click authorization and AES-256 encrypted credential storage</li>
<li>AI content management – create, update, and manage WordPress posts, pages, media, categories, and tags through AI conversation</li>
<li>Full WordPress REST API access exposed as MCP tools, including custom post types and plugin routes</li>
<li>WordPress Abilities API support – discover and execute plugin abilities on WordPress 6.9+ sites automatically</li>
<li>Connect Claude Desktop, Claude on the web, or Claude Code to WordPress via MCP</li>
<li>Connect ChatGPT’s web app and desktop app to WordPress via MCP</li>
<li>Connect Cursor, Windsurf, OpenCode, and any other MCP-compatible AI client</li>
<li>WordPress theme file browsing – list, search, and analyze theme file structure and code</li>
<li>AI WordPress theme editing with a draft-preview-publish workflow, safe sandboxed file operations, and PHP syntax validation</li>
<li>Classic WordPress theme builder – create new themes from scratch with AI-powered scaffolding</li>
<li>WordPress WP-CLI commands – run allowlisted admin commands through your MCP client via native PHP dispatch</li>
<li>WordPress media uploads – download images from URLs directly into your media library via MCP</li>
<li>Unsplash stock photo search – find high-quality images for your WordPress site from AI conversation</li>
<li>WordPress live reload – smart browser notifications when your AI makes changes, with context-aware navigation</li>
<li>Per-user WordPress scoping – live reload only activates for the WordPress admin using Vibe AI, not other team members</li>
<li>WordPress credential encryption – AES-256-GCM encryption at rest with per-site salting for application passwords</li>
<li>AI WordPress skills – on-demand workflow guides that teach your AI the right approach for each WordPress task</li>
<li>Progressive MCP tool discovery – your MCP client discovers WordPress tools as it needs them, keeping context efficient</li>
<li>Built on the open Model Context Protocol standard – no vendor lock-in, any MCP-compatible AI works</li>
<li>OAuth magic link authentication – no passwords typed into chat, no long-lived tokens on your laptop</li>
</ul>
<h4>Third-Party Service</h4>
<p>This plugin connects to the Vibe AI service at <a href="https://wpvibe.ai" rel="nofollow ugc">wpvibe.ai</a> to relay requests between your AI assistant and your WordPress site over the Model Context Protocol. When you connect your site, a WordPress application password is created and encrypted with AES-256-GCM on Vibe AI servers hosted on Cloudflare. All communication between the plugin and the Vibe AI MCP service occurs over HTTPS.</p>
<p>No data is collected, tracked, or shared with third parties beyond what is necessary to relay your AI assistant’s MCP requests to your WordPress REST API. Your content stays on your WordPress server.</p>
<ul>
<li><a href="https://wpvibe.ai/privacy/" rel="nofollow ugc">Privacy Policy</a></li>
</ul>
<h4>Third-Party Libraries</h4>
<p>Vibe AI bundles one third-party JavaScript library for use inside scaffolded classic starter themes:</p>
<ul>
<li><strong>Alpine.js</strong> v3.15.12, MIT License — <a href="https://alpinejs.dev/" rel="nofollow ugc">https://alpinejs.dev/</a> — included at <code>starter-themes/classic/assets/js/alpine.min.js</code>. Used as the interactivity layer (modals, dropdowns, tabs, accordions, sliders) for AI-generated classic themes. Not loaded outside scaffolded themes.</li>
</ul>
<h4>Built by SeedProd</h4>
<p>Vibe AI is built by the team behind <a href="https://www.seedprod.com/?utm_source=wprepo&utm_medium=link&utm_campaign=liteplugin" rel="nofollow ugc">SeedProd</a>, the most popular WordPress landing page and theme builder plugin, trusted by over 1 million WordPress websites. We have been building WordPress tools since 2012 and know what WordPress site owners need from AI-powered management tools.</p>
<h4>Better Than Custom AI WordPress Integrations</h4>
<p>If you have tried connecting AI to your WordPress site before, you have probably dealt with custom API wrappers, writing fetch calls in Python scripts, hand-rolling a ChatGPT Custom GPT, or copying content back and forth between Claude and your browser. Vibe AI eliminates all of that friction with a proper MCP server for WordPress.</p>
<p>Unlike custom scripts or one-off WordPress AI integrations, Vibe AI uses the Model Context Protocol, an open standard supported by Claude, ChatGPT, Cursor, Windsurf, and a growing list of AI tools. Connect your WordPress site once, use it with any MCP client. No vendor lock-in, no custom code to maintain for your AI WordPress workflow.</p>
<p>Unlike hosted AI WordPress services (AI Engine, GetGenie, Bertha, AI Power, WPCode AI, and similar bundled-AI plugins) that ship one model and one prompt style, Vibe AI lets you bring your own AI. Use whichever model reasons best for your task. Claude for long-form writing, ChatGPT for research, Cursor for theme editing, all connected through the same WordPress MCP server. Your data stays on your WordPress server. No third-party servers processing your WordPress content. Your WordPress site, your data, your control.</p>
<h4>Branding Guidelines</h4>
<p>This plugin is a product of SeedProd LLC. It has two names you may encounter:</p>
<ul>
<li><strong>WPVibe</strong> is the product brand used across our marketing site, documentation, and in-product UI (<a href="https://wpvibe.ai/" rel="nofollow ugc">wpvibe.ai</a>).</li>
<li><strong>Vibe AI</strong> is the name used on the WordPress.org plugin directory and inside the WordPress admin. WordPress.org’s plugin slug policy prevented us from using “WPVibe” as the listing name, so the plugin ships as “Vibe AI” on WP.org while the broader product is WPVibe.</li>
</ul>
<p>Both names refer to the same product. When writing about the WordPress plugin specifically, please use the correct spelling of either name:</p>
<ul>
<li>WPVibe (correct — product brand)</li>
<li>Vibe AI (correct — WordPress.org listing name)</li>
<li>WPvibe (incorrect)</li>
<li>Wp Vibe (incorrect)</li>
<li>VibeAI (incorrect)</li>
<li>vibe ai (incorrect)</li>
<li>Vibe Ai (incorrect)</li>
</ul>
<h4>WordPress MCP Server Resources</h4>
<ul>
<li><a href="https://wpvibe.ai/docs/?utm_source=wprepo&utm_medium=link&utm_campaign=liteplugin" rel="nofollow ugc">Vibe AI WordPress MCP Documentation</a></li>
<li><a href="https://wpvibe.ai/privacy/" rel="nofollow ugc">Privacy Policy</a></li>
</ul>


Vibe AI – MCP Server for WordPress. Connect Claude, ChatGPT & Cursor

MCP server for WordPress. Connect Claude, ChatGPT, Cursor & other AI assistants to manage content, edit themes & automate your WordPress site.

KaliCart Bridge – AI Agent Catalog for WooCommerce vs Vibe AI – MCP Server for WordPress. Connect Claude, ChatGPT & Cursor