Twelve repositories for cleaning data, guarding a server and shipping a site

25,733 stars, the same job with a full web interface for managing users and applications; much more to learn and noticeably heavier to run.

36,930 stars, the long-established enterprise answer backed by Red Hat; far more capable and far more machine to feed.

14,909 stars, does only the proxy half and hands the actual sign-in to Google, GitHub or another provider; simpler, but it keeps no accounts of its own.

3,043 stars, the same idea in a single file with SQLite behind it; simpler to run, with no S3 support and fewer options.

1,938 stars, allows public uploads as well as downloads, which suits collecting files from clients and makes it a different kind of risk.

5,896 stars, the continuation of Mozilla's original Firefox Send; the GitHub copy is a mirror of a GitLab project and its last code landed on 1 July 2025.

18,747 stars, the classic stack packaged into one container; more proven in the field, and still several programs under the lid.

13,273 stars, a full suite with a web interface for managing domains and mailboxes; the friendliest to administer and the heaviest to run.

6,043 stars, the same single-program idea in Go and deliberately smaller; no calendars, no contacts, no web interface.

9,241 stars, the same kind of exploring but inside a terminal and driven by the keyboard; far faster once learned, with no clustering feature.

6,412 stars, a set of command-line tools for cutting, joining and querying CSV files; scriptable and repeatable, with nothing to look at.

3,763 stars, a very fast Rust toolkit for the same command-line work, built for files too large to open comfortably.

2,797 stars, a PostgreSQL extension that keeps creating and retiring pieces on a schedule; more capable and permanent, and it has to be installed into the database itself.

23,595 stars, an extension that turns PostgreSQL into a time-series database and handles the splitting automatically; a much bigger commitment for a much bigger gain on time-based data.

3,476 stars, the same author's tool for copying data between PostgreSQL databases; a different job, listed because it is the companion people reach for next.

19,374 stars, a bookmark manager with archiving built in; much nicer to use day to day, and it keeps fewer formats per page.

11,573 stars, a small single-program bookmark manager in Go that saves a readable copy of each page; far lighter, far less thorough.

1,125 stars, a high-fidelity crawler that produces WARC files from a real browser; aimed at archiving whole sites rather than keeping a reading list.

13,696 stars, covered in Edition 5; it solves the same problem with an ordinary Python library and Pydantic types, so there is no new language to learn and no build step.

15,882 stars, forces valid output by constraining what the model is allowed to generate; stronger guarantees on models you run yourself, less useful against a hosted provider.

20,116 stars, a full agent framework from the Pydantic authors with typed results; a bigger thing to adopt, and Python only.

7,697 stars, covered in Edition 30; the same job in Rust with prompt templates, and it is a single fast binary rather than a Node.js package.

15,341 stars, does it in the browser by changing hub to ingest in any GitHub address; nothing to install at all, and it only works on public repositories.

2,765 stars, the small Python original; its last code landed on 19 February 2025, nineteen months ago.

10,296 stars, covered in Edition 2; it builds conversational forms that feel like a chat, and it now ships under the Functional Source License rather than a plain open-source one.

3,528 stars, covered in Edition 24; a straightforward form builder with a paid edition, and no in-app targeting.

3,734 stars, the long-established academic survey platform with very deep question logic; PHP, and aimed at research rather than product questions.

8,922 stars, a modern-looking alternative with a cleaner interface; younger, and its invoicing is less developed.

18,885 stars, records what you were doing automatically rather than asking you to start a timer; excellent for understanding where time went, and it does not produce invoices.

1,629 stars, a much smaller tag-based tracker in Go; quick to run and deliberately simple, with no customers, rates or invoices.

13,553 stars, the original project that SearXNG was forked from; its last code landed on 14 May 2026 and it moves far more slowly than the fork.

11,598 stars, passes queries to Google alone and strips the tracking; simpler and more consistent, and dependent on one upstream.

1,830 stars, a non-profit search engine that crawls the web itself instead of asking others; a very different bet, with a far smaller index.

17,468 stars, covered in Edition 19; one Rust binary with everything built in and nothing to install at all, at the cost of one fixed template language.

19,870 stars, covered in Edition 30; the same flexibility about template languages, on Node.js, with a far larger community behind it.

62,220 stars, a much larger framework that also ships interactive components; the right answer for a site that needs real application behaviour, and considerably more machinery.