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    engram

    engram

    NickCirv April 9, 2026
    19 copies 0 downloads

    The context spine for AI coding agents. 6 providers (graph + git + MemPalace + Context7 + Obsidian) assembled into rich packets per Read. Up to 90% session-level token savings. Local SQLite, zero native deps, zero cloud.

    Agent Definition
    <p align="center">
      <img src="assets/banner.png" alt="engram — AI coding memory" width="100%">
    </p>
    
    <p align="center">
      <a href="#install"><strong>Install</strong></a> ·
      <a href="#usage"><strong>Usage</strong></a> ·
      <a href="#mcp-server"><strong>MCP Server</strong></a> ·
      <a href="#how-it-works"><strong>How It Works</strong></a> ·
      <a href="docs/INTEGRATION.md"><strong>Integration Guide</strong></a> ·
      <a href="#contributing"><strong>Contributing</strong></a>
    </p>
    
    <p align="center">
      <a href="https://github.com/NickCirv/engram/actions"><img src="https://github.com/NickCirv/engram/actions/workflows/ci.yml/badge.svg" alt="CI"></a>
      <img src="https://img.shields.io/badge/license-Apache%202.0-blue" alt="License">
      <img src="https://img.shields.io/badge/node-%3E%3D20-brightgreen" alt="Node">
      <img src="https://img.shields.io/badge/tests-520%20passing-brightgreen" alt="Tests">
      <img src="https://img.shields.io/badge/LLM%20cost-$0-green" alt="Zero LLM cost">
      <img src="https://img.shields.io/badge/native%20deps-zero-green" alt="Zero native deps">
      <img src="https://img.shields.io/badge/token%20savings-up%20to%2090%25-orange" alt="Up to 90% token savings">
    </p>
    
    ---
    
    # The context spine for AI coding agents.
    
    **One call replaces five.** engram intercepts file reads and serves rich context packets — structural summaries, decisions, library docs, known issues, and git history — assembled from 6 providers in a single ~500-token response. Your AI agent gets everything it needs without making 5 separate tool calls.
    
    engram installs a hook layer at the Claude Code tool-call boundary. Every `Read`, `Edit`, `Write`, and `Bash cat` gets intercepted. When the graph has confident coverage of a file, it serves a **rich context packet** combining structure, decisions, docs, and history — all pre-assembled, all within budget.
    
    Not a memory tool. Not a RAG layer. **The context spine that connects your knowledge graph, semantic memory, library docs, and project notes into

    Tags

    agent-toolsaiclaude-codeclaude-code-hookscode-intelligencecontext-engineeringcontext-providerscontext-spinecursordeveloper-tools

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