head to head · open source
DBeaver vs code-graph-rag
DBeaver has 52,273 GitHub stars, 4,442 forks, 3,334 open issues and last shipped yesterday. code-graph-rag has 5,309 stars, 708 forks, 119 open issues and last shipped yesterday. DBeaver leads on adoption by 885% (52,273 vs 5,309 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 | ★ 5.3K |
| License | Apache-2.0 | MIT |
| Written in | Java | Python |
| Last push | 2026-11-02 | 2026-11-02 |
| Forks | ⑂ 4.4K | ⑂ 708 |
| 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 Free multi platform database tool for developers, SQL programmers, database administrators and analysts. Has a lot of features including schema editor, SQL editor, data editor, AI chat, ER diagrams, data export/import/migration, SQL execution plans, database administration tools, database dashboards, Spatial data viewer, proxy and SSH tunnelling, custom database drivers editor, etc. Out of the box supports more than 100 database drivers . Supports any database which has JDBC or ODBC driver (basically almost all existing databases). Integrates AI tools for work with data, SQL and database structure…
read the full DBeaver overview →
About code-graph-rag
Code Graph RAG Code Graph RAG parses a multi language codebase with Tree sitter, builds a knowledge graph of its structure in Memgraph, and lets you query, edit, and optimise that code in plain English. It works across a monorepo of mixed languages under one unified graph schema. Latest News 🔥 File System Operations : Improved handling of file system operations with platform neutral joins and safeguards against removing project root. Cache Management : Enhanced cache management with atomic publishing, dedicated cache stamps, and improved deletion handling for orphan caches. Graph Querying : Introduced…
read the full code-graph-rag overview →
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Frequently asked questions
Is DBeaver or code-graph-rag more popular?
DBeaver has 52,273 GitHub stars and code-graph-rag has 5,309. 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 (52,273 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.