{"repo":"kunal12203/GrapeRoot","free":true,"listed":false,"github":"https://github.com/kunal12203/GrapeRoot","clone":"git clone https://github.com/kunal12203/GrapeRoot.git","description":"Compounding Context for AI Coding Assistants — MCP graph engine for Claude Code, Cursor, Copilot, Gemini, OpenCode","language":"PowerShell","stars":1023,"topics":["ai-coding","claude-code","context-engine","copilot","cursor","gemini","mcp","graperoot"],"license":"Apache-2.0","category":"mcp-servers","readme_excerpt":"    Compounding Context for AI Coding Assistants Website · Docs · Benchmarks · Discord --- 🌐 Read this in your language: English · 中文 · Español · हिंदी · Français · Deutsch · 日本語 · 한국어 · Português · Русский · العربية · Türkçe · Bahasa Indonesia --- What is GrapeRoot? GrapeRoot is an open-source context engine that sits between you and your AI coding assistant. It builds a semantic graph of your codebase — files, symbols, imports, call chains — and pre-loads exactly the right code into every prompt before your AI sees it. The result: your AI spends tokens reasoning , not exploring. Token savings compound across a session. The graph remembers which files were read, edited, and queried — each turn gets cheaper. --- Other Tools vs GrapeRoot Other tools (CodeGraph, code-graph-mcp, and similar) give your AI a graph and let it explore: Your AI spends turns exploring before it can reason. --- GrapeRoot pre-loads the right context before your AI sees your question: No exploration. No extra tool calls. Your AI starts reasoning from turn one. --- Other tools GrapeRoot --- --- --- How context is delivered AI pulls on demand via tool calls Pre-loaded before every turn Session memory No Yes — compounds across turns Token budget control AI decides Hard-capped per turn Turns spent exploring Multiple Zero Savings compound No Yes — each turn gets cheaper --- Results Benchmarked across multiple real-world codebases (7,700+ files) and 50+ engineering prompts: Metric Without Grape","default_branch":null,"files":null,"tree":[],"storefront":"/r/kunal12203","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/kunal12203/GrapeRoot/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}