Tools Directory on The Augmented Scholar

Inkscape for Researchers

Thu, 01 Jan 2026 00:00:00 +0000

Why Inkscape for Research?

Inkscape is the tool I recommend to every researcher who needs to produce figures for journal submissions, conference posters, or thesis chapters. It’s the professional standard — completely free and open-source.

Zotero — Reference Manager for Researchers

Fri, 02 Jan 2026 00:00:00 +0000

Why Zotero is the Researcher’s Default

Zotero is the reference manager I recommend without hesitation. It’s free, open-source, and has no meaningful competition for academic use cases.

The workflow that changed how I research:

Obsidian — The Researcher's Second Brain

Sat, 03 Jan 2026 00:00:00 +0000

Why Obsidian Beats Every Other Note-Taking App for Researchers

After trying Notion, Roam, LogSeq, and plain folders, Obsidian is the one I keep coming back to. The reason is simple: your notes are plain Markdown files. No proprietary format, no cloud lock-in, no subscription required to export your own data.

VS Code — The Researcher's Code & Writing Editor

Sun, 04 Jan 2026 00:00:00 +0000

Why Researchers Should Use VS Code

VS Code is the tool that unified all my workflows. I write LaTeX, Python scripts, Markdown, and Jupyter Notebooks — all in the same editor, with the same shortcuts.

Matplotlib — Publication-Quality Figures for Researchers

Mon, 05 Jan 2026 00:00:00 +0000

Why Matplotlib Is Still the Standard

Despite the rise of Seaborn, Plotly, and Altair, Matplotlib remains the tool you need to know for academic publishing. Every journal has figure requirements (DPI, font size, line weight, column width) and Matplotlib is the most direct way to meet them precisely.

Overleaf — Collaborative LaTeX in the Browser

Tue, 06 Jan 2026 00:00:00 +0000

Overleaf: When to Use It and When Not To

Overleaf is the right choice for:

Collaboration — share a link, co-author sees your changes in real time
Getting started with LaTeX — no local setup, compiles in the browser instantly
Conference and journal submissions — many journals have direct Overleaf submission buttons

Overleaf is the wrong choice for:

Elicit — AI Research Assistant

Wed, 07 Jan 2026 00:00:00 +0000

What Elicit Actually Does

Elicit is the AI tool I recommend for literature review — not ChatGPT, not Perplexity. The reason: Elicit is purpose-built for academic papers and actually retrieves real papers from Semantic Scholar, not hallucinated citations.

ChatGPT — AI Research Assistant

Sat, 10 Jan 2026 00:00:00 +0000

ChatGPT for Researchers — What It’s Actually Good For

ChatGPT is the entry point for most researchers into AI-assisted work. The key is knowing which tasks it handles well and where it fails.

Perplexity AI — AI-Powered Search for Researchers

Sun, 11 Jan 2026 00:00:00 +0000

Why Perplexity Beats Google for Research Exploration

Standard search engines give you a list of links to click through. Perplexity reads those sources and synthesises a direct answer with numbered citations you can verify in one click.

Research Rabbit — Free AI Paper Discovery

Mon, 12 Jan 2026 00:00:00 +0000

What Research Rabbit Does (and Why It’s Free)

Research Rabbit builds a visual map of connected papers from any seed reference you give it. It’s free because it syncs with Zotero and is funded as a research infrastructure tool.

Connected Papers — Visual Citation Graph Builder

Tue, 13 Jan 2026 00:00:00 +0000

Connected Papers in 60 Seconds

You give Connected Papers a DOI or paper title. It generates a force-directed graph where:

Node size = number of citations (prominent papers appear larger)
Node colour = age of publication
Edge thickness = similarity between papers

Papers that appear close together share many references and citations — they belong to the same research cluster.

GitHub — Version Control for Research Code

Wed, 14 Jan 2026 00:00:00 +0000

Why Every Researcher Needs GitHub

You don’t need to be a software engineer to use GitHub. Even if your “code” is a handful of R or Python scripts, GitHub gives you:

Jupyter — Interactive Notebooks for Research

Thu, 15 Jan 2026 00:00:00 +0000

Why Jupyter Is the Researcher’s Data Analysis Standard

A Jupyter notebook contains code cells and markdown cells interleaved. You run a cell, see the output inline, add a note explaining what you just found, then move to the next step. The result is a document that is simultaneously the analysis and the documentation.

RStudio — IDE for Statistical Research

Fri, 16 Jan 2026 00:00:00 +0000

RStudio for Researchers — What to Know

R is the dominant language in statistics, ecology, social sciences, and many life sciences fields. RStudio (now Posit) is the IDE that makes R actually usable for daily research work.

Grammarly — AI Writing Check for Academics

Sat, 17 Jan 2026 00:00:00 +0000

Grammarly for Academic Writing — Honest Assessment

Grammarly is most useful as a final-pass proofreader, not a writing coach. It catches:

Grammar errors (subject-verb disagreement, tense shifts)
Punctuation mistakes
Commonly confused words (affect/effect, principal/principle)
Overly long sentences
Passive voice overuse

Where it falls short for academics:

Canva — Posters and Presentations for Researchers

Sun, 18 Jan 2026 00:00:00 +0000

Canva for Researchers — When to Use It

Canva is not a tool for publication-quality scientific figures (use Matplotlib or Inkscape for those). It excels at:

Conference posters — especially when you need something fast and professional-looking
Graphical abstracts — journals increasingly require them; Canva’s templates are a quick win
Slide decks — for seminars, lab meetings, and conference talks
Social media images — promoting your work on LinkedIn or X

Canva vs. Inkscape for Posters

	Canva	Inkscape
Learning curve	Low	Medium
Speed	Fast	Slower
LaTeX rendering	❌	✅ (via Textext)
Publication vector quality	❌	✅
Templates	Hundreds	None built-in
Cost	Free / Pro	Free

Use Canva for quick, non-journal deliverables. Use Inkscape for anything that needs to go into a publication or requires precise vector quality.

Diagrams.net — Free Diagramming for Researchers

Mon, 19 Jan 2026 00:00:00 +0000

Why Researchers Use Diagrams.net

Diagrams.net (formerly draw.io) is the standard free tool for creating:

Research methodology flowcharts (PRISMA diagrams, study design charts)
System architecture diagrams (for CS/engineering papers)
Data pipeline diagrams
Neural network / ML architecture visualisations
Conceptual framework figures

Completely free — no account required, no watermarks, no premium tier. Your diagrams save to your Google Drive, OneDrive, or local files.

Paperpile — Reference Manager for Google Workspace

Tue, 20 Jan 2026 00:00:00 +0000

Paperpile — When It Beats Zotero

Paperpile is a paid reference manager ($3/month) that integrates deeply with Google Chrome and Google Docs. If your entire research workflow runs in Google Workspace, it’s worth considering over Zotero.

Pandoc — Universal Document Converter

Wed, 21 Jan 2026 00:00:00 +0000

What Pandoc Does — in One Line

Pandoc converts between nearly every document format that exists. For researchers, the key workflow is:

Markdown (.md) → PDF (via LaTeX)
Markdown (.md) → Word (.docx)
Markdown (.md) → HTML
LaTeX (.tex) → Word (.docx)

The Researcher’s Markdown Writing Stack

Write your paper in Markdown using any text editor. Use YAML front matter to declare metadata. Cite references with [@smith2023] syntax and a .bib file. Then: