The landscape for monetizing "MCP" servers, a type of AI agent, is becoming clearer in May 2026. While free directories like mcp.so offer visibility, platforms such as MCP Marketplace and MuleRun Creator Studio provide revenue streams with varying splits and features. For those seeking full control, x402 with self-hosted infrastructure offers micropayments, and Apify MCP caters to web scraping niches. AI
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IMPACT Provides a clearer path for developers to monetize AI agent creations, potentially accelerating the development of specialized AI services.
RANK_REASON The article discusses platforms and methods for monetizing AI agents, which is a product/tooling-focused topic rather than a core AI release or research.