head to head · open source
codebase-memory-mcp vs Rowy
codebase-memory-mcp has 43,844 GitHub stars, 3,573 forks, 597 open issues and last shipped today. Rowy has 6,841 stars, 557 forks, 80 open issues and last shipped 1.8 years ago. codebase-memory-mcp leads on adoption by 541% (43,844 vs 6,841 stars). codebase-memory-mcp is written in C under MIT; Rowy is written in TypeScript under a custom or non-standard licence. codebase-memory-mcp has attracted 8% as many forks as stars, Rowy 8%. codebase-memory-mcp was the more recently maintained of the two, and both are self-hostable with no licence fee.
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
| codebase-memory-mcp | Rowy | |
|---|---|---|
| GitHub stars | ★ 44K | ★ 6.8K |
| License | MIT | Custom / other |
| Written in | C | TypeScript |
| Last push | 2026-09-20 | 2024-11-23 |
| Forks | ⑂ 3.6K | ⑂ 557 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick codebase-memory-mcp if
- You weight community size — 44K stars and counting
- You want the MIT license terms
- Your stack matches C
- You value the larger contributor base for long-term maintenance
pick Rowy if
- You want the Rowy feature set and don't need the biggest community
- You prefer the Custom / other license terms
- Your stack matches TypeScript
- You evaluated both and Rowy fits your workflow better
About codebase-memory-mcp
codebase memory mcp is a high performance code intelligence MCP server, written in C, that indexes a codebase into a persistent knowledge graph so AI coding agents can answer structural questions in under a millisecond, and it is built for developers and teams who run agents such as Cursor, Claude Code, Codex, Gemini CLI, aider, or Kilo Code against large repositories.
read the full codebase-memory-mcp overview →
About Rowy
Rowy is an open source low code backend platform that runs in the browser. It provides a spreadsheet like interface for managing data stored in Firestore, and it embeds a code editor for writing cloud functions in JavaScript or TypeScript. The project lives in the Firebase and Google Cloud Platform ecosystem, and it is written in TypeScript. It is commonly described as an Airtable style front end for a Firestore database, with automation built in.
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Frequently asked questions
Is codebase-memory-mcp or Rowy more popular?
codebase-memory-mcp has 43,844 GitHub stars and Rowy has 6,841. codebase-memory-mcp has the larger community by that measure.
Are codebase-memory-mcp and Rowy free?
Both are open source. codebase-memory-mcp is licensed under MIT, and Rowy has no licence declared in this registry. Both are free to self-host.
What is the difference between codebase-memory-mcp and Rowy?
codebase-memory-mcp is written in C and Rowy in TypeScript. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, codebase-memory-mcp or Rowy?
Choose codebase-memory-mcp if you want the larger community (43,844 stars) or its MIT licence terms. Choose Rowy if its feature set, stack or Custom / other licence fits better. Both are self-hostable.