head to head · open source
codebase-memory-mcp vs Rowy
codebase-memory-mcp has 48,082 GitHub stars, 3,959 forks, 552 open issues and last shipped 2 days ago. Rowy has 6,846 stars, 559 forks, 80 open issues and last shipped 2.0 years ago. codebase-memory-mcp leads on adoption by 602% (48,082 vs 6,846 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 | ★ 48K | ★ 6.8K |
| License | MIT | Custom / other |
| Written in | C | TypeScript |
| Last push | 2026-11-03 | 2024-11-23 |
| Forks | ⑂ 4.0K | ⑂ 559 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick codebase-memory-mcp if
- You weight community size — 48K 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: local code intelligence for AI agents via MCP Understand your repository, from source code to the systems around it. codebase memory mcp is an MCP server that connects code, documentation, configuration, and infrastructure in a persistent local knowledge graph. Use it to find an unfamiliar feature, follow a call across services, trace a deployment back to its source, or assess which parts of a project a change could affect. Give your coding agent structural context through Model Context Protocol (MCP), or query the graph directly from the CLI. The MCP server is the core of the project. Its…
read the full codebase-memory-mcp overview →
About Rowy
✨ Airtable like UI for managing database ✨ Build any automation, with or without code ✨ Connect to your database and create Cloud Functions in low code without leaving your browser. Focus on building your apps. Low code for Firebase and Google Cloud. Website • Documentation • Chat with us • Twitter Live Demo 🛝 💥 Explore Rowy on live demo playground 💥 Features ✨ Powerful spreadsheet interface for Firestore CMS for Firestore CRUD operations Bulk import or export data csv, json, tsv Sort and filter by row values Lock, Freeze, Resize, Hide and Rename columns Multiple views for the same collection Automate with…
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Frequently asked questions
Is codebase-memory-mcp or Rowy more popular?
codebase-memory-mcp has 48,082 GitHub stars and Rowy has 6,846. 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 (48,082 stars) or its MIT licence terms. Choose Rowy if its feature set, stack or Custom / other licence fits better. Both are self-hostable.