API & MCP
CitedLaunch is agent-native. The catalog is queryable by any MCP client, and products can be submitted without ever opening a browser form.
The MCP server
Remote server over Streamable HTTP at https://citedlaunch.com/api/mcp
Claude Code
claude mcp add --transport http citedlaunch https://citedlaunch.com/api/mcp
Claude / Cursor / other clients
{
"mcpServers": {
"citedlaunch": {
"url": "https://citedlaunch.com/api/mcp"
}
}
}No API key. Search works with no auth. The first time you call submit_product, your client opens a browser to sign in with Google and connect your account — then it just works. Revoke access anytime in Settings.
Tools
search_productsFind tools by plain-language need. Public, no auth.
e.g. "Find me an invoicing tool for freelancers"
get_productFull listing: description, pricing, links, AI-citation stats. Public.
e.g. "Tell me about ledgerloop on CitedLaunch"
submit_productScrapes your URL, drafts a GEO-optimized listing, returns a draft link. First use opens a one-time browser sign-in — no key. A human publishes from the web.
e.g. "Submit my product to CitedLaunch: https://myapp.com"
Submit flow, end to end
- Tell your agent: "Submit my product to CitedLaunch — https://yourapp.com"
- We scrape the site and AI-draft the full listing (answer-first description, categories, pricing).
- You get a draft link. Open it, tweak anything on the live preview, pick a launch week.
- Publish → a human reviews → you're live, and the crawler receipts start.
Also machine-readable
/llms.txt — full catalog index · /sitemap.xml · schema.org SoftwareApplication on every listing.