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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",
      "headers": { "Authorization": "Bearer cl_live_YOUR_KEY" }
    }
  }
}

The Authorization header is only needed for submit_product — search works with no auth. Create a key in Settings.

Tools

search_products

Find tools by plain-language need. Public, no auth.

e.g. "Find me an invoicing tool for freelancers"

get_product

Full listing: description, pricing, links, AI-citation stats. Public.

e.g. "Tell me about ledgerloop on CitedLaunch"

submit_product

Scrapes your URL, drafts a GEO-optimized listing, returns a draft link. Requires API key. A human publishes from the web.

e.g. "Submit my product to CitedLaunch: https://myapp.com"

Submit flow, end to end

  1. Tell your agent: "Submit my product to CitedLaunch — https://yourapp.com"
  2. We scrape the site and AI-draft the full listing (answer-first description, categories, pricing).
  3. You get a draft link. Open it, tweak anything on the live preview, pick a launch week.
  4. 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.

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