The Hidden MCP Token Tax: Why Your Agents Burn 10x More Context Than They Should

MCP is not inherently costly. Most token burn comes from eager-loading tool schemas, verbose or raw tool outputs, and re-sending the same context each turn. This article explains where the hidden token tax comes from and how to cut it with lazy tool loading, decision-shaped outputs, and hybrid retrieval.

• URL: https://www.puppyone.ai/en/blog/hidden-mcp-token-tax
• Owner Name: Steve Mu
• Owner Email: support@puppyone.ai
• Meta Keywords:

  MCP, Model Context Protocol, token cost, AI agents, context engineering

• Meta Description:

  Why AI agents burn far more context than needed with MCP, and how to cut the token tax.