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Tools vs Raw Commands - The Token Cost Theory - Part 1
The Hook Scalekit ran 75 benchmark runs comparing CLI and MCP agents on identical GitHub...
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We collapsed 76 MCP tools into 12 — and cut per-session context cost by 60%
Every MCP server pays a hidden tax: the moment an AI agent connects, your entire tools/list gets...
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The AI Bill Grows in the Agent Loop
mcp2cli -> Save 96–99% of the tokens wasted on tool schemas every turn; caveman -> laude Code...
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My MCP token-cost auditor caught a live npx/PyPI namesquat
The tool I was actually building I've been building mcp-tollbooth, a small CLI that scans...
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Tools vs Raw Commands - The Token Cost Theory - Part 1
The Hook Scalekit ran 75 benchmark runs comparing CLI and MCP agents on identical GitHub...