Freelance developers and small shops looking for a productized AI-adjacent service can use the gap between official SaaS MCP servers and real user demand as a repeatable, low-overhead revenue stream.
Treat every error string and tool description as LLM-facing copy — not developer documentation — to prevent silent failures, crashed connections, and hallucinated parameters in production MCP servers.