Comparison
AI Surface vs JavaGuide
JavaGuide has more GitHub stars (159,078 vs 136). JavaGuide was updated more recently (last commit 2d ago). Data comes straight from GitHub and refreshes daily.
AI Surface
Find and govern AI attack surfaces in application code, at PR time and inside your AI coding tool (MCP server, Claude Code hook). Free, OSS, runs offline.
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pipx install apisec-ai-surface
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 | AI Surface | JavaGuide |
|---|---|---|
| Type | MCP server | MCP server |
| GitHub stars | 136 | 159,078 |
| Stars, last 7 days | n/a | +24 |
| Forks | 22 | 46,118 |
| Upvotes | 0 | 0 |
| Language | Python | JavaScript |
| License | MIT | Apache-2.0 |
| Last commit | 1w ago | 2d ago |
| Created | May 2026 | May 2018 |
| Categories | Dev tools, AI & LLM tooling, Memory & knowledge | Databases, Memory & knowledge, Design & frontend |