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Add Entroly - Context Compression for Copilot (90% token savings) #1409

@juyterman1000

Description

@juyterman1000

Resource Details

Description

A self-evolving context compression engine that works as an MCP server. Reduces token usage by up to 90% by applying AST-based multi-resolution compression (Full/Skeleton/Reference). The engine autonomously learns to optimize future queries via a zero-token "Dreaming Loop".

Key Features

  • Reduces tokens per request from ~186K to ~9-55K
    • Self-learning daemon that evolves compression strategies autonomously
      • Rust-based engine with under 10ms latency
        • Works with Copilot, Claude Code, Cursor, Cline, and any MCP-compatible agent
          • Provably token-negative: learning costs $0

Installation

npm install entroly-wasm && npx entroly-wasm

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