AI research tools, filtered by real academic tasks
Choose research AI tools by workflow, not by hype
Agent2Research helps medical and academic researchers evaluate AI literature search tools, Zotero plugins, systematic review workflows, writing assistants, and research methods with practical decision notes instead of generic tool lists.
What each recommendation must answer
A researcher-friendly filter before trying a tool.
Start with the research task
The English site starts with the workflows researchers repeatedly search for: literature discovery, PDF reading, evidence synthesis, and manuscript preparation.
Find papers without losing the research question
Compare AI search tools, PubMed workflows, novelty checks, and practical query-building methods.
Turn PDFs into a readable, citable workflow
Explore Zotero plugins, PDF translation, note templates, and source-checking habits for daily reading.
Screen, extract, and audit evidence more reliably
Map screening tools, evidence tables, PRISMA-friendly steps, and where AI should stay assistive.
Build manuscripts from evidence, not vague drafts
Use writing structures, reporting checklists, citation review, and AI disclosure templates.
Last pipeline run: 2026-06-06. Google opportunities: 0. English pages are now tracked separately so we can see whether translated workflows earn their own search demand.
Inspect English methodsHigh-intent pages to start with
These are the English entries most likely to match researcher search intent: statistics, writing, literature search, and reference workflows.
easystats for medical statistics
Model diagnostics, effect sizes, Bayesian results, and reproducible reporting decisions.
No-code statisticsJASP for medical papers
When a graphical statistics tool is enough, and when to move to R or Python.
Reference workflowZotero plugins for researchers
Translation, notes, citation hygiene, attachment management, and fewer plugin conflicts.
Editorial direction
Built for careful, evidence-aware adoption
We prioritize pages that help researchers decide whether a tool belongs in a serious workflow: evidence checks, citation handling, privacy boundaries, and where human review remains necessary.