Dev Tools · 1h ago
MCP Server Schema Overhead Can Cost $2,000/Month — Here's How to Fix It
Connecting a single MCP server added 42,000 tokens of schema overhead per request, increasing costs by 37%. A production agent with four servers burned 80% of its context window on unused tool definitions. Four optimizations, including lazy-loading schemas, reduced overhead by 70% and cut costs from $8.92 to $2.81 per 1,000 requests.
Meridian48 take
The numbers are real, but the fixes are straightforward — this is a practical engineering problem, not a protocol flaw, and developers ignoring it are wasting money.
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The MCP Tax Hit 42,000 Tokens on a Single Server. Here's What I Did About It. →
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