TOOL DIRECTORY

AI tools for scientific research

Search 80 tools by research task, pricing model, platform, and open-source availability.

Literature Search & Discovery

Google Scholar

A broad scholarly search service for articles, theses, books, patents, and citation records across disciplines.

Free
scholarly searchcitations
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Literature Search & Discovery

Semantic Scholar

A free research discovery service from Ai2 that supports paper search, citation exploration, and programmatic access.

Free
research discoverycitation graph
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Literature Search & Discovery

Consensus

A research search service that retrieves evidence from scholarly papers and presents structured responses to research questions.

Freemium
evidence searchresearch questions
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Literature Search & Discovery

Elicit

A research assistant for finding papers, extracting study information, and comparing evidence in structured tables.

Freemium
paper searchevidence extraction
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Literature Search & Discovery

Connected Papers

A visual discovery tool that builds a graph of related research from a seed paper.

Freemium
paper graphrelated work
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Literature Search & Discovery

ResearchRabbit

A literature discovery tool for exploring connections among papers, authors, and citation networks.

Free
citation networkvisual discovery
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Literature Search & Discovery

scite

A citation analysis service that shows whether later papers support, mention, or contrast with a cited claim.

Paid
citation contextevidence assessment
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Literature Search & Discovery

Dimensions

A linked research information platform covering publications, grants, patents, clinical trials, and policy documents.

Freemium
research intelligencegrants
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Literature Search & Discovery

The Lens

A search and analysis platform that connects scholarly works with patents and biological sequence information.

Free
patentsscholarly search
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Literature Search & Discovery

OpenAlex

An open catalog of scholarly works, authors, institutions, sources, topics, and their relationships.

Open sourceOpen source
open dataAPI
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Research Paper Reading

SciSpace

A research reading service for finding papers, asking questions about PDFs, and obtaining explanations of technical passages.

Freemium
PDF questionspaper reading
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Research Paper Reading

Explainpaper

A paper-reading tool that explains selected passages in the context of an uploaded document.

Freemium
passage explanationPDF
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Research Paper Reading

Scholarcy

A document summarization tool that turns papers and reports into structured summary cards with key points and references.

Freemium
structured summariesreferences
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Research Paper Reading

Humata

A document question-answering and summarization service designed for working with long uploaded files.

Freemium
document questionssummaries
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Research Paper Reading

NotebookLM

A source-grounded research notebook from Google that answers questions and creates summaries from materials supplied by the user.

Freemium
source-grounded notesdocument synthesis
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Research Paper Reading

ChatPDF

A web service for asking questions about a PDF and navigating back to relevant parts of the document.

Freemium
PDF questionsdocument reading
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Research Paper Reading

Adobe Acrobat AI Assistant

AI-assisted document features within Acrobat for summarizing files, asking questions, and generating responses linked to document sources.

Paid
PDFdocument assistant
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Research Paper Reading

Unriddle

A workspace for reading, taking notes, and drafting with information drawn from multiple documents.

Freemium
research notesmulti-document reading
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Research Paper Reading

ReadCube Papers

A reference-management and reading platform with literature search, annotation, sharing, and citation tools.

Paid
reference managementannotation
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Research Paper Reading

LiquidText

A document workspace for connecting excerpts, annotations, and notes across multiple sources.

Freemium
deep readingannotation
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Literature & Systematic Review

Litmaps

A literature discovery service that maps citation relationships and can monitor a collection for newly published work.

Freemium
literature mapsalerts
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Literature & Systematic Review

Rayyan

A review-management platform for screening records, collaborating with reviewers, resolving conflicts, and handling duplicates.

Freemium
systematic reviewscreening
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Literature & Systematic Review

Covidence

A systematic-review platform covering citation screening, full-text review, data extraction, and risk-of-bias assessment.

Paid
systematic reviewdata extraction
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Literature & Systematic Review

ASReview

Open-source screening software that uses active learning to prioritize records during systematic reviews.

Open sourceOpen source
active learningscreening
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Literature & Systematic Review

EPPI-Reviewer

A collaborative platform for managing, screening, coding, and synthesizing evidence in complex reviews.

Paid
evidence synthesiscollaboration
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Literature & Systematic Review

DistillerSR

A workflow platform for systematic reviews, literature surveillance, and regulatory evidence management.

Contact for pricing
systematic reviewworkflow
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Literature & Systematic Review

Sysrev

A collaborative review platform for screening documents, defining labels, and extracting structured information.

Freemium
screeningdata extraction
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Literature & Systematic Review

Iris.ai

A research-discovery platform with tools for literature mapping, summarization, and information extraction.

Contact for pricing
research discoverydata extraction
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Literature & Systematic Review

Undermind

A research search service that iteratively explores scholarly literature from a user-defined question.

Freemium
iterative searchresearch questions
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Literature & Systematic Review

Colandr

An open-source platform for evidence synthesis, including citation screening, full-text review, and data extraction.

Open sourceOpen source
evidence synthesisopen source
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Academic Writing

Paperpal

An academic writing service for language editing, manuscript checks, and publication-oriented revision.

Freemium
language editingmanuscript checks
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Academic Writing

Writefull

An academic-language service that provides suggestions for research writing, titles, abstracts, and paraphrasing.

Freemium
academic languageediting
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Academic Writing

Grammarly

A general English writing assistant for grammar, clarity, tone, and revision suggestions.

Freemium
grammarclarity
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Academic Writing

Trinka

A language and style checker developed for academic and technical writing.

Freemium
academic editingtechnical writing
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Academic Writing

QuillBot

A writing service with paraphrasing, grammar checking, summarization, and citation-related utilities.

Freemium
paraphrasingsummarization
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Academic Writing

LanguageTool

An open-source, multilingual checker for spelling, grammar, and style, available through browser and office integrations.

FreemiumOpen source
grammaropen source
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Academic Writing

Zotero

An open-source reference manager for collecting, organizing, annotating, citing, and synchronizing research materials.

Open sourceOpen source
reference managementcitations
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Academic Writing

EndNote

A commercial reference-management application for collecting literature, sharing libraries, and formatting citations.

Paid
reference managementcitation styles
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Academic Writing

Overleaf

A collaborative, browser-based LaTeX editor for papers, reports, and technical documents.

FreemiumOpen source
LaTeXcollaboration
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Academic Writing

Jenni AI

A writing service with drafting, rewriting, citation assistance, and document question-answering features.

Freemium
draftingcitations
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Research Data Analysis

Julius AI

A conversational analysis service for working with tabular data, running statistical operations, and producing visualizations.

Freemium
tabular dataconversational analysis
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Research Data Analysis

ChatGPT Data Analysis

A ChatGPT capability that runs code to inspect uploaded data, perform analyses, and produce tables or charts.

Freemium
code executiondata analysis
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Research Data Analysis

Wolfram Mathematica

A technical computing system for symbolic mathematics, numerical methods, modeling, and visualization.

Paid
symbolic computationscientific computing
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Research Data Analysis

MATLAB

A programming and numerical-computing environment used for algorithm development, data analysis, simulation, and engineering models.

Paid
numerical computingengineering
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Research Data Analysis

JupyterLab

An open-source interactive computing environment that combines code, data, narrative, and visual output.

Open sourceOpen source
notebooksopen source
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Research Data Analysis

KNIME Analytics Platform

An analytics platform for assembling data access, transformation, modeling, and machine-learning workflows from visual nodes.

Open sourceOpen source
visual workflowsdata analysis
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Research Data Analysis

Orange Data Mining

An open-source visual programming application for data exploration, machine learning, and teaching.

Open sourceOpen source
visual programmingmachine learning
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Research Data Analysis

Dataiku

A collaborative data platform for preparation, machine learning, generative-AI projects, deployment, and governance.

Contact for pricing
data platformgovernance
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Research Data Analysis

DataRobot

An enterprise platform for automated machine learning, model deployment, monitoring, and AI governance.

Contact for pricing
automated MLmodel governance
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Research Data Analysis

Akkio

A web-based analytics service that combines natural-language interaction with low-code analysis, prediction, and reporting.

Paid
low codepredictive analysis
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Scientific Visualization

BioRender

A web-based illustration platform with life-science icons and templates for figures, mechanisms, posters, and graphical abstracts.

Freemium
life scienceresearch figures
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Scientific Visualization

GraphPad Prism

A desktop application that combines biostatistical analysis, curve fitting, and scientific graphing.

Paid
biostatisticsscientific graphs
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Scientific Visualization

Plotly

Open-source graphing libraries for interactive visualization in Python, R, and JavaScript, with related application tooling.

Open sourceOpen source
interactive chartsPython
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Scientific Visualization

RAWGraphs

An open-source web application that converts tabular data into a range of conventional and less common visual forms.

Open sourceOpen source
open sourcecharts
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Scientific Visualization

Datawrapper

A browser-based tool for creating and publishing charts, maps, and tables without programming.

Freemium
chartsmaps
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Scientific Visualization

Flourish

A template-based platform for interactive visualizations, animated charts, maps, and data stories.

Freemium
data storiesinteractive graphics
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Scientific Visualization

Tableau

A visual analytics platform for connecting data, exploring relationships, building dashboards, and sharing results.

Paid
visual analyticsdashboards
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Scientific Visualization

OriginPro

A Windows application for scientific data analysis, curve fitting, and publication-oriented graphing.

Paid
scientific graphingcurve fitting
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Scientific Visualization

ggplot2

An open-source R package based on a grammar of graphics for building reproducible statistical visualizations.

Open sourceOpen source
Ropen source
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Scientific Visualization

Matplotlib

An open-source Python library for static, animated, and interactive visualizations.

Open sourceOpen source
Pythonopen source
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Biology & Biomedical Research

AlphaFold

DeepMind's protein-structure prediction system, with open AlphaFold 2 code and a public database of predicted structures.

Open sourceOpen source
proteinsstructure prediction
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Biology & Biomedical Research

Benchling

A cloud platform for biotechnology research that combines electronic lab records, sequence tools, and research data management.

Contact for pricing
electronic lab notebooksequence design
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Biology & Biomedical Research

DeepChem

An open-source Python library for applying machine learning to drug discovery, quantum chemistry, biology, and materials problems.

Open sourceOpen source
drug discoverymachine learning
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Biology & Biomedical Research

NVIDIA BioNeMo

A collection of frameworks, models, and deployment tools for generative AI in biomolecular and drug research.

Contact for pricing
biomolecular AIdrug research
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Biology & Biomedical Research

OpenFold

A trainable open-source implementation of AlphaFold 2 intended for protein-structure research and model development.

Open sourceOpen source
proteinsopen model
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Biology & Biomedical Research

ColabFold

An open-source workflow that combines accelerated sequence search with AlphaFold-based structure prediction.

Open sourceOpen source
proteinsstructure prediction
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Biology & Biomedical Research

NCBI BLAST

NCBI sequence-search tools for finding local similarity between nucleotide or protein queries and sequence databases.

FreeOpen source
sequence searchbioinformatics
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Biology & Biomedical Research

Galaxy

An open web platform for running, documenting, and sharing reproducible computational biology workflows.

Open sourceOpen source
bioinformaticsreproducible workflows
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Biology & Biomedical Research

CellProfiler

Open-source software for building pipelines that measure cellular and other biological features in microscopy images.

Open sourceOpen source
microscopycell analysis
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Biology & Biomedical Research

MONAI

An open-source framework built on PyTorch for developing and deploying deep-learning workflows in medical imaging.

Open sourceOpen source
medical imagingdeep learning
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Chemistry & Materials Science

Materials Project

An open resource of computed materials data with web and API tools for exploring structures and predicted properties.

FreeOpen source
materials databasecomputed properties
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Chemistry & Materials Science

GNoME

A Google DeepMind research system and dataset for predicting the stability of candidate inorganic materials with graph neural networks.

Free
materials discoverygraph neural networks
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Chemistry & Materials Science

MatterGen

An open-source generative model from Microsoft Research for proposing inorganic crystal structures, including property-conditioned generation.

Open sourceOpen source
generative modelinorganic materials
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Chemistry & Materials Science

IBM RXN for Chemistry

A machine-learning platform for reaction prediction and retrosynthesis. IBM states that the hosted service and APIs will close on October 28, 2026; a self-hostable version is available.

Free
reaction predictionretrosynthesis
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Chemistry & Materials Science

ChemDraw

A professional chemistry application for drawing structures and reactions and working with chemical information.

Paid
chemical drawingstructures
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Chemistry & Materials Science

RDKit

An open-source cheminformatics toolkit for molecular representations, descriptors, substructure search, and modeling workflows.

Open sourceOpen source
cheminformaticsPython
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Chemistry & Materials Science

PubChem

An open chemical information resource from NCBI covering compounds, substances, identifiers, properties, and biological activities.

Free
chemical databasecompounds
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Chemistry & Materials Science

ChEMBL

An open EMBL-EBI database of curated bioactivity data for drug-like molecules and their biological targets.

FreeOpen source
bioactivitydrug data
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Chemistry & Materials Science

CAS SciFinder

A commercial research platform for searching chemical substances, reactions, literature, and supplier information.

Contact for pricing
chemical searchreactions
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Chemistry & Materials Science

Quantum ESPRESSO

An open-source suite for electronic-structure calculations and materials modeling based on plane waves and pseudopotentials.

Open sourceOpen source
electronic structurefirst principles
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