The Math on 61 MCP Servers 0 Employees and 19/mo Subscriptions

Source: Dev.to

I shipped 61 AI products this year. 26 are MCP servers. 61 npm packages. 0 employees. Here is the actual math. Idea to MCP server scaffold to npm publish to Smithery listing to Stripe payment link to ship. Each step automated via AI ops engineer. Time per product: ~90 seconds. Every MCP server ships with free tier (base server, always free) + Pro tier ($19/mo) + Unlimited ($99/mo). No ads. No data selling. Just: here is the tool, pay if you want more. Running 61 products costs $12-41/month total. DeepSeek API ~$2/mo. Stepfun plan $10-29/mo. Cloudflare free tier. GitHub free. npm free. Stripe 2.9% + 30p per transaction. Break-even: one Pro subscriber at $19/mo. 26 MCP servers monetized via Stripe subscriptions 16 Chrome extensions with one-time payments 19 free npm packages funneling users to paid servers Each free npm package acts as discovery for a paid MCP server. @rumblingb/email-verify-mcp got 11 downloads first week, driving traffic to Stripe checkout. Platform leverage: npm, GitHub, Smithery, Cloudflare all free tiers AI as labor multiplier: one agent handles deploy, monitor, publish, revenue Zero marginal cost per server: ~$0.03 in LLM tokens to scaffold, pure margin after At 90 seconds per product, 40 per hour. Bottleneck is discovery, not development. 1% conversion at $19/mo: 1000 users = $190 MRR. 100K users = $19K MRR. All by 2 founders, 1 AI agent. Browse: smithery.ai/servers/vishar-rumbling Building in public at AgentPay Labs. 61 products. 26 MCP servers. 0 employees. The math works.