Comparison
Knowledge Rag vs JavaGuide
JavaGuide has more GitHub stars (159,054 vs 296). JavaGuide was updated more recently (last commit 19h ago). Data comes straight from GitHub and refreshes daily.
Knowledge Rag
Local RAG MCP server for Claude Code — hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP tools, 20 format parsers. Zero external servers, zero API keys.
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npx skills add lyonzin/knowledge-rag
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 | Knowledge Rag | JavaGuide |
|---|---|---|
| Type | MCP server | MCP server |
| GitHub stars | 296 | 159,054 |
| Stars, last 7 days | n/a | n/a |
| Forks | 46 | 46,118 |
| Upvotes | 0 | 0 |
| Language | Python | JavaScript |
| License | MIT | Apache-2.0 |
| Last commit | 1d ago | 19h ago |
| Created | Feb 2026 | May 2018 |
| Categories | Databases, Memory & knowledge, Search & web | Databases, Memory & knowledge, Design & frontend |