Business · File

15 open-source tools for a small business: a comparison sheet

Fifteen open-source projects in one table: what each is for, a first small project, what you need to run it and the main licence limit.

This spreadsheet puts fifteen open-source projects side by side so you can decide which one, if any, deserves an evening of your time. Each row says what the tool does, a first small project for a small business, what you need to run it and what its licence asks of you. The facts were read from each project's own repository on 4 October 2026. It is a map for choosing, not a recommendation to install all of them.

What is inside

  • Fifteen tools in four areas: automation and AI, research and monitoring, customers, operations
  • For each tool: what it does and one first small project
  • What you need to run it: a server, API keys, skills
  • The licence as the project's own file names it, and its main limit in plain words
  • A status column to mark what you will try, and a short sheet for picking three

How to use it

  1. Open the Tools sheet and read the area that matches a problem you actually have this month.
  2. Mark each row with a status: not needed, to try, testing or in use.
  3. On the Pick three sheet, write the problem, the tool you chose and the first small project you will run.
  4. Before installing anything, open the project's licence and requirements through the link in the row: they change.
  5. Try one tool at a time on a small, low-risk task, and decide after you have used it on real work.

How to read the licence column

Open source does not always mean free for any use. Some projects use permissive licences such as MIT or Apache-2.0. Others use copyleft licences such as AGPL-3.0, which ask you to share your changes when you offer the software to others over a network. A few use their own licences with limits on commercial resale or on hosting for several customers.

The column repeats the name of the licence as the project's own file states it, and the note next to it gives the main limit in plain words. This is not legal advice: read the licence file before you build a paid product on any of these tools.

What the sheet does not tell you

It does not say which tool is right for you, how long setup will take or what hosting will cost: that depends on your data, your team and your server. Star counts are left out on purpose, because popularity says little about fit. Projects change quickly, so treat the date in the first sheet as the day the facts were checked.

Questions

Do I need a developer to use these tools?

Some run as a hosted service or a single container that a careful non-developer can start by following the project's guide. Others, such as a commerce backend or an ERP, need a developer and time to set up. The column about what you need says which is which.

Why are star counts not in the sheet?

A star is a bookmark, not a review. A project with many stars can still be a poor fit for a small team, and a quiet one can be exactly right. The sheet keeps to what a tool does and what it asks of you.

Sources

Reviews

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