head to head · open source
DBeaver vs code-graph-rag
DBeaver has 51,791 GitHub stars, 4,371 forks, 3,334 open issues and last shipped yesterday. code-graph-rag has 5,148 stars, 676 forks, 119 open issues and last shipped 2 days ago. DBeaver leads on adoption by 906% (51,791 vs 5,148 stars). DBeaver is written in Java under Apache-2.0; code-graph-rag is written in Python under MIT. DBeaver has attracted 8% as many forks as stars, code-graph-rag 13%. DBeaver was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 1 topic tag (ai), so they are genuine substitutes rather than adjacent tools.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| DBeaver | code-graph-rag | |
|---|---|---|
| GitHub stars | ★ 52K | ★ 5.1K |
| License | Apache-2.0 | MIT |
| Written in | Java | Python |
| Last push | 2026-09-17 | 2026-09-16 |
| Forks | ⑂ 4.4K | ⑂ 676 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick DBeaver if
- You weight community size — 52K stars and counting
- You want the Apache-2.0 license terms
- Your stack matches Java
- You value the larger contributor base for long-term maintenance
pick code-graph-rag if
- You want the code-graph-rag feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Python
- You evaluated both and code-graph-rag fits your workflow better
About DBeaver
DBeaver is a free, multi platform database management tool built in Java, designed for developers, SQL programmers, database administrators, and analysts. It operates across Windows, macOS, and Linux and integrates with the Eclipse based plugin ecosystem via OSGi and Eclipse RCP frameworks.
read the full DBeaver overview →
About code-graph-rag
Code Graph RAG is a Python developer tool for multi language codebase analysis and retrieval augmented generation. It parses repositories with Tree sitter, extracts functions, classes, methods, modules, and relationships, and stores them in a Memgraph knowledge graph under one language agnostic schema. It lives in the Python AI developer tools ecosystem.
read the full code-graph-rag overview →
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Frequently asked questions
Is DBeaver or code-graph-rag more popular?
DBeaver has 51,791 GitHub stars and code-graph-rag has 5,148. DBeaver has the larger community by that measure.
Are DBeaver and code-graph-rag free?
Both are open source. DBeaver is licensed under Apache-2.0 and code-graph-rag under MIT. Neither carries a licence fee.
What is the difference between DBeaver and code-graph-rag?
DBeaver is written in Java and code-graph-rag in Python. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, DBeaver or code-graph-rag?
Choose DBeaver if you want the larger community (51,791 stars) or its Apache-2.0 licence terms. Choose code-graph-rag if its feature set, stack or MIT licence fits better. Both are self-hostable.