
How can I change a name/word/title... in my entire Zotero database?
Learn how to change all entries in Zotero at once by using the Zotero Search & Replace Script. A simple guide to using the script for efficient reference management.

Anyone who writes scientific papers on a regular basis will encounter a reference manager hardly over. Such tools help to centrally collect, organise and consistently cite literature from databases, catalogues, websites and PDFs.
This article compares established tools such as Zotero, Mendeley, Citavi, EndNote, Paperpile and Papers, as well as newer AI-powered solutions such as Logically, without naming a test winner. The aim is to provide a sober overview of strengths, weaknesses and typical use cases so that you can decide for yourself what suits your workflow.
For an objective comparison, it is worth taking a look at some key criteria:
Zotero is a free, open-source programme for literature management and has established itself worldwide in academic circles. It serves as a personal research assistant for collecting, organising, annotating, citing and sharing literature.
Zotero is particularly suitable for users who value openness, expandability, first-class support and long-term data sovereignty.
Mendeley is a proprietary reference manager owned by a publishing company and heavily geared towards cloud synchronisation and collaboration. I also used it before the ‘new’ Mendeley Desktop was released.
Mendeley offers a convenient cloud workflow, but is much more closely tied to a proprietary infrastructure. Development and bug fixes are slow.
Citavi is particularly widespread in German-speaking countries and combines literature management with sophisticated knowledge organisation.
Citavi is particularly interesting if literature needs to be deeply indexed and structured in terms of content within the framework of complex projects, if the university already has a licence, and if specific German-language styles are required.
EndNote is one of the oldest reference managers and is often used by research institutions and universities.
EndNote is one of the oldest reference managers on the market. This means that the software is often already firmly established in the infrastructure and users are familiar with it. However, this also makes EndNote seem outdated and rather
Paperpile is a modern, web-based reference manager with a strong focus on browser and Google Docs workflows.
Paperpile is ideal if you mainly work in your browser and Google Docs and want to maintain as little local software as possible.
Papers combines literature management, PDF reading functions and its own citation plugin for common word processing programmes.
Papers is aimed at users who want to combine a modern interface with a tightly integrated citation plugin.
Newer tools such as Logically focus less on pure reference administration and more on research, summary and the analysis of texts.
Logically is a newer software that relies primarily on AI. (Zotero and Mendeley can also work with ChatGPT and similar programmes). Such tools complement traditional reference managers and are particularly useful during intensive reading and writing phases, but they often cannot replace a fully-fledged and mature literature management system such as Zotero.
| Criteria | Zotero | Mendeley | Citavi | EndNote | Logically & AI tools | Paperpile | Papers |
|---|---|---|---|---|---|---|---|
| Licence model | Open source, free | Proprietary, freemium | Commercial, often institutional licences | Commercial | Proprietary, freemium | Proprietary subscription | Proprietary subscription |
| Platforms | Win/macOS/Linux, iOS, Android | Win/macOS, Web, Mobile | Windows, Cloud | Win/Mac, web | Web | Web, Desktop iOS, Android | Cloud |
| Focus | Literature management, community plugins | Cloud & Collaboration | Knowledge organisation & projects | Professional features, large libraries | AI research & analysis | Google Workspace integration | SmartCite citation & reading |
| PDF annotations | Integrated (viewer + notes) | Integrated | Integrated | Integrated | Integrated, partly via AI | Integrated | Integrated |
| Available citation styles | CSL library with 10,000+ styles | CSL library with 10,000+ styles | Extensive proprietary style collection | Very large proprietary style collection | CSL library with 10,000+ styles | CSL library with 10,000+ styles | CSL library with 10,000+ styles |
Which reference manager is ‘right’ for you depends largely on your environment, your projects and institutional requirements. Here are some typical scenarios:
Many researchers today combine a classic reference manager (e.g. Zotero) with one or more AI-based assistants. Thanks to Zotero's extensibility, there are a variety of AI Plugins available but also a bunch of MCP connectors.
Finally, it is worth taking a closer look at the structural features of Zotero that distinguish it from many proprietary alternatives.
In practice, this means that Zotero is free to use, has proven itself over many years, and is not at risk of suddenly disappearing from the market or being redesigned in a way that would leave users facing a fait accompli overnight. Anyone looking for a long-term, stable, expandable, and transparently licensed basis for their own literature management will therefore find Zotero to be a particularly reliable option.

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