The directory
Every tool in the directory
134 products matching your filters. Each one described on the same fields, so two tools can be read against each other rather than against their own marketing.
Showing 73–96 of 134

Metasfresh
ERP Business Operations
Open-source ERP for mid-sized wholesale and manufacturing
- Self-hosted
- Web
FreeResearched- M
MLflow
Machine Learning Data Science
Open source platform for managing the ML lifecycle
- Web
- API
FreeResearched 
Money Manager
Personal Finance
Personal and household finance tracker
- Windows
- macOS
- Linux
- iOS
- +1
FreeResearched- N
NestJS
WEB Development
A progressive Node.js framework for efficient, reliable and scalable server-side apps
FreeResearched 
NocoDB
Spreadsheet Data
Open-source no-code database platform with REST and GraphQL APIs
- Web
- Self-hosted
FreeResearched
Node-RED
IOT Smart Home
Flow-based programming tool for IoT and home automation
- API
- Self-hosted
- Web
- Browser extension
FreeResearched
Ollama
Machine Learning Data Science
Open-source tool for running LLMs locally on desktop and servers
- macOS
- Windows
- Linux
- Self-hosted
FreeResearched
OpenBravo
ERP Business Operations
Open-source ERP for retail and distribution
- Self-hosted
- Web
FreeResearched
OpenHAB
IOT Smart Home
Open source automation software for your home
- Linux
- Windows
- macOS
- Self-hosted
FreeResearched- O
OpenInfluence
Influencer Marketing
Open-source influencer marketing tools
- Web
- Self-hosted
- API
FreeResearched 
OpenLP
Church Religious
Free, open-source presentation software for churches
- Windows
- macOS
- Linux
FreeResearched
Orange
Machine Learning Data Science
Data mining and visualization toolkit
- Linux
- macOS
- Windows
FreeResearched
Parse Server
API Management
Open-source Backend as a Service platform with REST and GraphQL APIs
- API
FreeResearched
Head to head
Compared side by side
Pairings from this slice of the directory, each one checked by two reviewers who agreed a buyer would weigh the two against each other.
Browse another way
Every category, and the cuts people ask for
All 40 categories
- API Management18
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By what it costs
How this works
What you are looking at
Where does this data come from?
Pricing, platforms and feature lists are taken from each vendor's own pages. Limitations, answered questions and alternatives are researched separately and carry a source URL on the page that states them. Every product is described on the same fields, so two tools can be read against each other rather than against their own marketing.
Why are there no star ratings?
Because we did not collect any. Softwr hosts no reviews, and a rating aggregated from somewhere else is not ours to publish as though it were an assessment we made. What is shown instead is what a tool costs, where it runs, and what it is concretely bad at.
How are alternatives chosen?
A researcher proposes them, then two independent reviewers judge one question each: would a buyer evaluating this product seriously consider that one instead. 225 of 1,841 candidates failed and were deleted, including a font inspector matched to a dark mode extension. Only pairings that survived both rounds are published.
Do vendors pay to appear here?
Not to be listed, and not to rank. Every position and filter result on this page is unpaid. A vendor can buy the sponsored panel above the results, which is labelled as such and sits outside the list rather than at the top of it: remove it and this page shows the same products in the same order. Where a link earns a commission that is disclosed on the page carrying it.
How current is it?
Prices and plan limits move without notice, so treat anything with a number on it as a starting point and check the vendor before you buy. Where a claim could go stale it carries the source it came from, which is the fastest way to tell.
Other ways to narrow it down
- Browse by categoryEvery category, and what sits in each one.
- Head to headTwo tools on the same fields, with a straight answer.
- Best ofA shortlist per category, and why each one made it.
- AlternativesWhat people move to, and what they give up doing it.
- Pricing, in fullWhat each tier actually costs, tier by tier.
Something missing here?
Anyone can submit a tool. A person reads every submission, checks the pricing against the vendor’s own page, and nothing is published until it passes.









