Recommended Tools
Every tool here is one I personally use in research contexts. Honest reviews, honest limitations, affiliate links disclosed.
Disclosure: Some links are affiliate links. I earn a small commission if you purchase — at no extra cost to you. I only recommend tools I use.
Mendeley
Mendeley is a free reference manager with 2 GB of storage and Word integration. Easy to start — but …
EndNote
EndNote is Clarivate's commercial reference manager, standard in medicine and evidence synthesis. …
Consensus
Consensus answers a plain-language research question with findings extracted from papers and a meter …
GraphPad Prism
Prism matches how bench scientists think: pick the design, get the analysis and a journal-style …
NVivo
NVivo codes interviews, documents, and media at scale, with query tools and team coding that produce …
Matplotlib
Matplotlib gives you exact control over every element of a figure, which is what journal …
Overleaf
Overleaf is the standard for co-authored LaTeX: share a link, edit together, compile in the browser. …
Elicit
Elicit searches real papers and extracts methods, populations, and outcomes into a comparable table. …
Perplexity AI
Perplexity answers questions by searching the web and citing what it read. Excellent for orientation …
Connected Papers
Connected Papers turns one seed paper into a similarity graph of a field. The fastest way to see a …
RStudio
RStudio is the standard environment for R: plots pane, environment inspector, and Quarto reports in …
Grammarly
Grammarly is a strong final-pass proofreader that works in almost any text field. It also flags …
Canva
Canva produces professional-looking posters, graphical abstracts, and slides from templates with no …
Diagrams.net
diagrams.net builds methodology flowcharts, PRISMA diagrams, and architecture figures for free, with …
Paperpile
Paperpile is a paid, browser-first reference manager with the best Google Docs citation experience …
JabRef
JabRef edits your .bib file directly, so your bibliography is plain text you can put in Git. Ideal …
Semantic Scholar
Semantic Scholar indexes 200M+ papers with TLDR summaries, citation contexts, and a free API. The …
Litmaps
Litmaps builds a citation map from your seed papers and then monitors it, alerting you when new …
scite
scite classifies citation statements as supporting, mentioning, or contrasting, so you can see …
Rayyan
Rayyan is the standard tool for team abstract screening: blind mode, automatic conflict detection, …
Covidence
Covidence runs the whole review: screening, full text, risk of bias, extraction, and a PRISMA …
TeXstudio
TeXstudio is a mature offline LaTeX editor with structure navigation, inline preview, and reference …
Typst
Typst compiles in milliseconds, has readable syntax and real error messages, and is a genuine …
Scrivener
Scrivener treats a thesis as movable fragments rather than one file, with a corkboard for …
LanguageTool
LanguageTool checks grammar and style in 30+ languages, plugs into LaTeX editors, and can run on …
Notion
Notion combines documents with relational databases and real-time collaboration, which makes it …
Logseq
Logseq stores local Markdown but presents it as an outliner with a daily journal and referenceable …
Zettlr
Zettlr is a free Markdown editor built for academics: Zotero citation autocomplete while you type …
GitLab
GitLab gives you the GitHub workflow on your university's own servers, with CI built in. The right …
Google Colab
Colab runs Jupyter notebooks on Google's machines with free GPU access and zero setup. Unbeatable …
PyCharm
PyCharm offers the deepest Python debugging and refactoring available, free on an academic licence. …
Docker
Docker packages your entire computational environment into an image that runs identically anywhere. …
Conda
Conda installs the binary dependencies pip cannot — CUDA, GDAL, compilers, R. Heavier and slower …
Nextflow
Nextflow runs containerised pipelines from laptop to cloud, and nf-core provides curated genomics …
DVC
DVC tracks large datasets with Git-like commands while the bytes live in your own storage, so any …
Weights & Biases
W&B logs every metric, config, and artifact from a training run to a searchable dashboard, free for …
Figshare
Figshare mints DOIs for datasets, figures, and posters with usage metrics and university portals. …
JASP
JASP runs standard statistics through familiar menus with APA-formatted output, and offers a …
jamovi
jamovi runs menu-driven analyses on an R engine and reveals the R code behind every click. The …
MAXQDA
MAXQDA codes qualitative data with genuinely usable mixed-methods tools: activate cases by variable …
BioRender
BioRender builds pathway and methods diagrams from a huge library of professionally drawn biological …
Mermaid
Mermaid turns indented text into flowcharts that GitHub and Obsidian render natively, so diagrams …
Plotly
Plotly makes charts readers can hover, zoom, and rotate, and Dash turns an analysis into a web app. …
NotebookLM
NotebookLM answers only from documents you upload, citing the passage each claim came from. The most …
Ollama
Ollama runs open-weight language models on your machine with one command, so confidential data never …
REDCap
REDCap collects sensitive study data on your institution's own servers, with the audit trails and …
Inkscape
Inkscape is the free vector editor for journal figures and conference posters. Real LaTeX equations …
Zotero
Zotero is a free, open-source reference manager. One-click capture, 10,000+ citation styles, BibTeX …
Obsidian
Obsidian stores notes as plain Markdown files on your own disk and links them into a knowledge …
VS Code
VS Code replaces a separate LaTeX editor, Python IDE, and Markdown app with one tool. Free and …
ChatGPT
ChatGPT is OpenAI's assistant: strong at drafting, explaining, and running Python on your data. Weak …
Research Rabbit
Research Rabbit turns papers you know into papers you should know, iteratively and for free, with …
GitHub
GitHub gives research code a full history, a citable DOI through Zenodo, and a home reviewers can …
Jupyter
Jupyter interleaves code, output, and narrative in one document — the standard for exploratory …
Pandoc
Pandoc converts between almost every document format from one command. Write once in Markdown and …
ASReview
ASReview uses active learning to reorder your screening pile so relevant abstracts surface first. …
Quarto
Quarto renders Markdown with executable R and Python chunks to PDF, Word, HTML, or slides. Your …
DeepL
DeepL produces translations that read like a competent native speaker wrote them, with glossaries …
Anki
Anki schedules reviews just before you would forget, using the most replicated finding in learning …
Apptainer
Apptainer runs containers without root, which is why university clusters permit it and ban Docker. …
uv
uv replaces pip, venv, and pyenv with one fast binary and a lockfile by default. The best way to …
Snakemake
Snakemake declares rules with inputs and outputs, reruns only what changed, and scales from laptop …
OSF
OSF hosts preregistrations, project files, and preprints free, from a non-profit. The timestamped, …
Zenodo
Zenodo gives any research output a citable DOI on CERN infrastructure, free, with automatic GitHub …
Excalidraw
Excalidraw is the fastest way to get a diagram out of your head: open the page and draw. The …
Claude
Claude is Anthropic's AI assistant, built around very large context windows. Strong at critiquing a …
Claude Code
Claude Code is a coding agent that reads your project, edits files, and runs commands under your …
Hugging Face
Hugging Face hosts the open machine-learning ecosystem: load a model in one line, publish versioned …
Whisper
Whisper is OpenAI's open-weight speech recognition: near-human accuracy in ~100 languages, running …