Tools & ProjectsNovember 11, 2026
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MCP Burns 59K Tokens Per Task
A comparison shows MCP servers consume about 59,000 tokens per task, while CLI needs only about 1,400.
#MCP#Agents#Token Optimization#CLI#LLM

š„ What happened
OpenRouter benchmarked MCP, CLI, and skills on one GitHub task. The MCP server consumed 59,417 input tokens; the CLI just 1,421 ā both answered correctly on Sonnet 5.5.
š” Why it matters
The GitHub MCP server's 46 default tools alone add 19,436 tokens to every request ā more than many prompts. Tool Search cuts that to under 600 tokens and halves total cost, but only on larger models.
ā” Our take
MCP is a token hog that only pays off with Tool Search. Anyone still loading all tools blindly is burning budget for nothing.
The title, summary and analysis of this item were produced automatically by an AI system and have not been editorially reviewed. They may contain errors, bias or omissions ā when in doubt, read the linked original source.
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