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ORCID

ORCID, Inc. · Research dissemination

Non-profit registry of persistent researcher identifiers (ORCID iDs) with user-controlled records, Public and Member APIs, OAuth sign-in and an annual CC0 public data file

Open sourceFreeEnterpriseNov 2, 2026

OSF (Open Science Framework)

Center for Open Science · Reproducibility & research software

Free, open-source research management platform from the Center for Open Science for projects, preregistrations, registries, preprint services and linking outputs across storage providers

Apache-2.0FreeSelf-hostedNov 2, 2026

Overleaf

Overleaf (Digital Science) · LaTeX & typesetting

In-depth entry

Collaborative online LaTeX editor with real-time co-editing, templates and reference-manager sync, available as a hosted service and an AGPL self-hosted edition

AGPL-3.0-onlyFreemiumPaidSelf-hostedNov 2, 2026

Paperpile

Paperpile LLC · Citation management

Subscription reference manager that lives in the browser and Google Drive, with citation plugins for Google Docs and Word and mobile apps

ProprietaryPaidAcademicNov 2, 2026

Polars

Polars (Ritchie Vink and contributors) · DataFrames & array computing

In-depth entry

Rust-based DataFrame library with Python, Rust, Node and R bindings offering lazy query optimization, multithreading and Arrow-native memory

MITOpen sourceFreeLocalNov 2, 2026

Project Jupyter

Project Jupyter (NumFOCUS) · Notebooks & interactive computing

In-depth entry

Open-source computational notebook ecosystem: the .ipynb format, kernels for Python, R and Julia, JupyterLab and Notebook interfaces and JupyterHub

BSD-3-ClauseOpen sourceFreeLocalSelf-hostedNov 2, 2026

Python

Python Software Foundation · Programming languages & runtimes

In-depth entry

General-purpose, dynamically typed programming language with a large standard library and the dominant ecosystem for data science and machine learning

PSF-2.0Open sourceFreeLocalSelf-hostedBroken

PyTorch

PyTorch Foundation (Linux Foundation) · Training & fine-tuning

Open-source deep-learning framework with eager tensors, autograd, torch.compile and distributed training, governed by the PyTorch Foundation and the base of most LLM tooling

BSD-3-ClauseOpen sourceFreeLocalSelf-hostedBroken

QuantConnect

QuantConnect Corporation · Financial analysis & investing

In-depth entry

Algorithmic trading platform built on the open-source LEAN engine, with cloud backtesting, research notebooks and brokerage-connected live trading

Apache-2.0FreemiumPaidLocalNov 2, 2026

RePEc

RePEc volunteers · Research dissemination

Volunteer-run decentralized bibliographic database of economics research, fed by institutional archives and served through IDEAS, EconPapers, the Author Service, CitEc, NEP and MPRA

MixedFreeNov 2, 2026

ResearchRabbit

ResearchRabbit (Litmap Limited) · Literature discovery & review

Literature-discovery app that grows collections of papers through citation and author networks and recommends related work, with a free-forever tier

ProprietaryFreemiumPaidNov 2, 2026

scite

Scite LLC (Research Solutions) · Literature discovery & review

Citation-analysis platform whose Smart Citations show whether later papers support, contrast or merely mention a claim, with an AI assistant and reference checking

ProprietaryFreemiumPaidNov 2, 2026

SEC EDGAR

U.S. Securities and Exchange Commission · SEC/EDGAR & corporate filings

In-depth entry

The SEC's free public filing system: company and full-text search, bulk index and feed archives, and data.sec.gov JSON APIs for submissions and XBRL financial facts, subject to a fair-access rate policy

ProprietaryFreeNov 2, 2026

Semantic Scholar

Allen Institute for AI (Ai2) · Literature discovery & review

Free AI-assisted literature search from Ai2 with an Academic Graph API, recommendations and downloadable datasets of papers, authors and citations

ProprietaryFreeNov 2, 2026

Sphinx

Sphinx team · Documentation tooling

Python documentation generator using reStructuredText or MyST Markdown with cross-referencing, API autodoc and output to HTML, PDF via LaTeX, ePub and man pages

BSD-2-ClauseOpen sourceFreeLocalNov 2, 2026

SSRN

Elsevier · Research dissemination

Elsevier-owned preprint and working-paper platform with discipline networks, author pages, download rankings and institutional research paper series, free to post and read

ProprietaryFreeEnterpriseNov 2, 2026

Statistics Canada

Statistics Canada (Government of Canada) · Open & public data

In-depth entry

Canada's national statistical agency publishing census, economic and social data tables with open licensing and programmatic access via Web Data Service

ProprietaryFreeNov 2, 2026

TimescaleDB

Tiger Data (formerly Timescale) · Relational databases

PostgreSQL extension for time-series data adding hypertables, compression and continuous aggregates, from the company now named Tiger Data

Apache-2.0 AND LicenseRef-Timescale-LicenseOpen sourceFreeSelf-hostedNov 2, 2026

Typst

Typst GmbH · LaTeX & typesetting

In-depth entry

Markup-based typesetting system with an Apache-2.0 compiler written in Rust and a collaborative web app, positioned as a faster, simpler alternative to LaTeX

Apache-2.0FreeOpen sourceLocalSelf-hostedNov 2, 2026

Wharton Research Data Services (WRDS)

The Wharton School, University of Pennsylvania · Market & fundamentals data

In-depth entry

Institution-subscribed research data platform from Wharton hosting CRSP, Compustat, TAQ, OptionMetrics and dozens of other vendors' databases with web queries, SQL, SAS, Python and R access

ProprietaryEnterpriseAcademicNov 2, 2026

Wolfram Mathematica

Wolfram Research · Mathematical & statistical computing

Wolfram Research's proprietary technical computing system built on the Wolfram Language, with notebooks, symbolic and numeric computation, visualization, machine learning and curated data

ProprietaryPaidAcademicLocalNov 2, 2026

World Bank Open Data

World Bank Group · Open & public data

Free access to World Bank development indicators by country and year through a web portal, bulk downloads and a public REST API

ProprietaryFreeBroken

Zenodo

CERN (with OpenAIRE) · Research dissemination

In-depth entry

Free general-purpose research repository operated by CERN that assigns DOIs to datasets, software, papers and other outputs, with a REST API, OAI-PMH, GitHub release archiving and CC0 metadata

Open sourceFreeNov 2, 2026

Zotero

Corporation for Digital Scholarship · Citation management

In-depth entry

Free, open-source reference manager with browser connectors, word-processor plugins, a PDF reader, group libraries and optional paid file storage

AGPL-3.0-onlyFreeOpen sourceLocalNov 2, 2026

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