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1,000 MCP servers, zero schema bloat? Lessons from Uber's attack on AI costs
The Stack
Factual evidence
What the source reports
Uber shares architectural strategies for reducing inference and schema costs across 1,000 Model Context Protocol (MCP) servers.
OneBench interpretation
Institutional assessment
So what
Architectural optimization of tool schema injection offers enterprise AI platforms cost-reduction avenues independent of underlying model vendor selection.
Do what
Review tool-definition injection patterns with the team responsible for enterprise AI infrastructure to limit context window overhead.