How to browse List Bulb — an AI tools directory for founders — and consume the product catalog via HTML pages, JSON-LD, llms.txt, ai.txt, RSS, and sitemap. No public REST API.
AI tools directory for founders launching products. List Bulb is a product discovery platform and AI tools directory. Submit a product URL; after review, your product goes live at /tools/[slug].
/category/[slug]: one primary category per tool (6 categories live)/tag/[slug]: tag hubs when a tag has 2+ live tools/tools/[slug]: tool detail with SoftwareApplication + FAQPage JSON-LD and a short FAQ section at the bottom of the page?q= on /tools. Filtered URLs are noindex; use /tools and sitemap.xml for programmatic discovery.Crawlable HTML paths for agents and scripts. Filtered query URLs (?q=, ?tag=) are noindex — use /tools and sitemap.xml for full-catalog discovery.
/tools/{slug}: Single product detail (category, tags, FAQ, official link)/tools/{slug}/alternatives: Related tools in the same category/category/{slug}: Products in one primary category/tag/{slug}: Tag hubs (tags with 2+ live tools)No API keys. These feeds are the supported way for agents and scripts to read the catalog.
Public pages emit schema.org markup for crawlers and rich-result parsers. No auth required to read it — view page source or fetch HTML.
Founders submit at /submit in the browser. Routes under /api/* power the website (submit form, badge embed, analytics). They are rate-limited and not offered as a public integration API.
Model Context Protocol support (/.well-known/mcp.json) is planned but not available yet. Use /tools and sitemap.xml for full catalog access today.