This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
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
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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.
KaliCart Bridge was featured in API (98.4k followers), Open Source (68.6k followers), Developer Tools (515.5k followers) and GitHub (41.3k followers) on Product Hunt. Together, these topics include over 123.5k products, making this a competitive space to launch in.
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.
Want to see how KaliCart Bridge stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Giuseppe Socci