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KaliCart Bridge
Make WooCommerce catalogs readable by AI agents
KaliCart Bridge turns a WooCommerce catalog into a structured, read-only interface for AI agents. It exposes live product data, prices, availability, categories, shipping policy, REST endpoints, and MCP tools—without giving agents access to orders, checkout, payments, or catalog mutations.
Hey Product Hunt 👋
I built KaliCart Bridge because AI agents are already reading online stores—but they are doing it at the wrong layer.
Today, an agent often has to parse a rendered product page, guess which number is the current price, infer whether an item is actually available, and reverse-engineer the store’s categories. A WooCommerce catalog already knows all of this precisely, so forcing agents to scrape the storefront felt unnecessary and unsafe.
KaliCart Bridge gives the catalog a structured, read-only interface. An agent starts from a discovery document, learns what the store supports, and can then search products or retrieve catalog data through REST or MCP.
The safety boundary matters to me: the plugin cannot alter products, touch orders, process payments, or complete checkout. It exposes public catalog information in a form machines can interpret reliably, while WooCommerce keeps control of the transaction.
It is now available for free on WordPress.org.
I would especially value feedback from people building agents, MCP integrations, or complex WooCommerce catalogs. Where does the contract still leave room for ambiguity? Which product or variation edge cases should the Bridge handle next?
Thanks for taking a look—and please challenge the design. That is exactly why I am launching it here.
— Giuseppe
About KaliCart Bridge on Product Hunt
“Make WooCommerce catalogs readable by AI agents”
KaliCart Bridge was submitted on Product Hunt and earned 4 upvotes and 1 comments, placing #150 on the daily leaderboard. KaliCart Bridge turns a WooCommerce catalog into a structured, read-only interface for AI agents. It exposes live product data, prices, availability, categories, shipping policy, REST endpoints, and MCP tools—without giving agents access to orders, checkout, payments, or catalog mutations.
On the analytics side, KaliCart Bridge competes within API, Open Source, Developer Tools and GitHub — topics that collectively have 723.7k followers on Product Hunt. The dashboard above tracks how KaliCart Bridge performed against the three products that launched closest to it on the same day.
Who hunted KaliCart Bridge?
KaliCart Bridge was hunted by Giuseppe Socci. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of KaliCart Bridge including community comment highlights and product details, visit the product overview.
Giuseppe Socci