Comparison
JavaGuide vs MCP Codebase Index
JavaGuide has more GitHub stars (159,078 vs 63). JavaGuide was updated more recently (last commit 2d ago). Data comes straight from GitHub and refreshes daily.
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
MCP Codebase Index
17 MCP query tools for codebase navigation — functions, classes, imports, dependency graphs, change impact. Zero dependencies. 87% token reduction.
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pip install openclaw-mcp-adapter| Metric | JavaGuide | MCP Codebase Index |
|---|---|---|
| Type | MCP server | MCP server |
| GitHub stars | 159,078 | 63 |
| Stars, last 7 days | +24 | n/a |
| Forks | 46,118 | 12 |
| Upvotes | 0 | 0 |
| Language | JavaScript | Python |
| License | Apache-2.0 | AGPL-3.0 |
| Last commit | 2d ago | 7mo ago |
| Created | May 2018 | Feb 2026 |
| Categories | Databases, Memory & knowledge, Design & frontend | Memory & knowledge, AI & LLM tooling |