Comparison
Pilot Shell vs JavaGuide
JavaGuide has more GitHub stars (159,054 vs 2,090). JavaGuide was updated more recently (last commit 20h ago). Data comes straight from GitHub and refreshes daily.
Pilot Shell
Professional context and harness engineering for Claude Code and OpenAI Codex. Build production-grade software with spec-driven development, TDD, persistent memory, quality…
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git clone https://github.com/maxritter/pilot-shell
JavaGuide
Java 面试 & 后端通用面试指南，覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发
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git clone https://github.com/Snailclimb/JavaGuide| Metric | Pilot Shell | JavaGuide |
|---|---|---|
| Type | MCP server | MCP server |
| GitHub stars | 2,090 | 159,054 |
| Stars, last 7 days | n/a | n/a |
| Forks | 179 | 46,118 |
| Upvotes | 0 | 0 |
| Language | JavaScript | JavaScript |
| License | n/a | Apache-2.0 |
| Last commit | 1d ago | 20h ago |
| Created | Oct 2025 | May 2018 |
| Categories | Dev tools, AI & LLM tooling, Memory & knowledge | Databases, Memory & knowledge, Design & frontend |