GrapeRoot: Compounding Context for AI Coding Assistants — MCP graph engine for Claude Code, Cursor, Copilot, Gemini

Last updated: 2026-09-03 · Indexed by AgentSkillsHub · Auto-synced every 8h

Security audit verdict: SAFE · quality 74/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

ai-codingclaude-codecontext-enginecopilotcursorgeminigraperootmcp

Quick Facts

Stars	1,045
Forks	121
Language	PowerShell
Category	MCP Server
License	Apache-2.0
Quality Score	74/100
Open Issues	23
Last Updated	2026-09-03
Created	2026-02-21
Platforms	claude-code, gemini, mcp
Est. Tokens	~19k

About GrapeRoot

    Compounding Context for AI Coding Assistants Website · Docs · Benchmarks · Discord 🌐 Read this in your language: English · 中文 · Español · हिंदी · Français · Deutsch ·

Compatible Skills

These tools work well together with GrapeRoot for enhanced workflows:

cli-continues — semantic(0.34)+complementary+similar_pop+shared_platform (52%)
harmonyos-ai-skill — semantic(0.34)+complementary+similar_pop+shared_platform (52%)
agtx — semantic(0.32)+complementary+similar_pop+shared_platform (51%)
ai-coding-guide — semantic(0.30)+complementary+similar_pop+shared_platform (50%)
snip — semantic(0.28)+complementary+similar_pop+shared_platform (50%)

GrapeRoot alternative? Top 6 similar tools

Looking for a GrapeRoot alternative? If you're comparing GrapeRoot with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

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Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Wi
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Jetpack Compose Agent Skill — AI-powered coding guidance with actual androidx/androidx source code receipts. W
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Postman MCP Server — connect AI agents (Claude Code, Cursor, VS Code Copilot, Gemini CLI) to your Postman coll
SocratiCode by giancarloerra · ⭐ 3.4k
Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP:

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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