Feature/distill token optimization#3181
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Tomo1912 wants to merge 13 commits intomodelcontextprotocol:mainfrom
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Feature/distill token optimization#3181Tomo1912 wants to merge 13 commits intomodelcontextprotocol:mainfrom
Tomo1912 wants to merge 13 commits intomodelcontextprotocol:mainfrom
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Add distill parameter to aggressively clean HTML before processing: - Remove scripts, styles, navigation, headers, footers - Remove ads, sidebars, popups, cookie banners - Remove social widgets and non-content elements - Normalize whitespace Typical token reduction: 60-85% This is an opt-in feature (distill=false by default) to maintain backward compatibility.
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Description
Add optional
distillparameter to the fetch server that aggressively cleans HTML content to minimize token usage. When enabled, removes scripts, styles, navigation, headers, footers, ads, and other non-essential elements before conversion to markdown. Achieves 72.8% average token reduction across real-world tests.Server Details
distillparameter tofetchtool)Motivation and Context
LLM token costs are a significant operational expense. Current
web-fetchreturns full HTML including navigation menus, ads, scripts, and UI clutter - wasting tokens on non-content elements.Test Results:
How Has This Been Tested?
distillparameter work unchangedBreaking Changes
None. The
distillparameter defaults toFalse, maintaining full backward compatibility.Types of changes
Checklist
Additional context
No new dependencies required - uses existing
readabilipyfor content extraction.