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R

R Foundation / R Core Team · Programming languages & runtimes

Language and environment for statistical computing and graphics, with the CRAN package archive and a strong base in academic statistics and econometrics

GPL-2.0-or-laterOpen sourceFreeLocalSelf-hostedNov 2, 2026

R Markdown

Posit Software, PBC · Academic writing & publishing

R package that turns Markdown documents with embedded R (and Python or SQL) chunks into HTML, PDF, Word, slides, books and dashboards through knitr and Pandoc

MITFreeOpen sourceLocalMaintenanceBroken

RabbitMQ

Broadcom · Messaging & queues

Open-source message broker in Erlang supporting AMQP 0-9-1 and 1.0, MQTT, STOMP and Streams, with routing, acknowledgements and quorum queues

MPL-2.0Open sourceFreeSelf-hostedNov 2, 2026

Ragas

Vibrant Labs (formerly Exploding Gradients) · Prompting, evaluation & observability

Open-source Python library for evaluating LLM and RAG applications with LLM-driven and custom metrics, experiments, dataset management and result tracking

Apache-2.0Open sourceFreeLocalBroken

Ray

Ray project (Anyscale and contributors) · Distributed & parallel computing

In-depth entry

Open-source Python framework for distributing tasks, actors and ML workloads across a cluster, with libraries for data processing, training, tuning, serving and reinforcement learning

Apache-2.0Open sourceFreeLocalSelf-hostedBroken

Raycast

Raycast Technologies Ltd · macOS system utilities

Extensible launcher for macOS (with Windows and iOS versions) combining app search, clipboard history, snippets, window management and a store of community extensions

MixedFreemiumPaidLocalBroken

rclone

rclone project (Nick Craig-Wood) · Backup & recovery

Command-line program to sync, copy, mount and serve files across dozens of cloud storage providers and protocols, with optional client-side encryption

MITOpen sourceFreeLocalBroken

Redis

Redis Ltd. · NoSQL & key-value stores

In-depth entry

In-memory key-value data store used as cache, message broker and database, with data structures, Pub/Sub, Streams and, since Redis 8, built-in JSON, search and time-series modules

LicenseRef-RSALv2 OR SSPL-1.0 OR AGPL-3.0-onlyOpen sourceFreeSelf-hostedNov 2, 2026

restic

restic project (Alexander Neumann and contributors) · Backup & recovery

In-depth entry

Encrypted, deduplicating backup program written in Go that stores snapshots in local, SFTP, S3-compatible and many cloud backends

BSD-2-ClauseOpen sourceFreeLocalNov 2, 2026

Riskfolio-Lib

Dany Cajas · Portfolio & wealth management

Python library for quantitative portfolio optimization with many risk measures, robust estimators and hierarchical clustering models

BSD-3-ClauseOpen sourceFreeLocalNov 2, 2026

RStudio IDE

Posit Software, PBC · Mathematical & statistical computing

Posit's open-source integrated development environment for R, with console, editor, plots, environment panes, Quarto/R Markdown authoring and Python via reticulate

AGPL-3.0-onlyFreeOpen sourceLocalSelf-hostedNov 2, 2026

Rust

Rust Foundation / Rust Project · Programming languages & runtimes

Compiled systems programming language with ownership-based memory safety, the Cargo build tool and no garbage collector

MIT OR Apache-2.0Open sourceFreeLocalSelf-hostedNov 2, 2026

scikit-learn

scikit-learn developers · Mathematical & statistical computing

BSD-licensed Python machine-learning library for classification, regression, clustering, dimensionality reduction, preprocessing and model selection on NumPy and SciPy

BSD-3-ClauseFreeOpen sourceLocalNov 2, 2026

SciPy

SciPy developers (NumFOCUS) · Mathematical & statistical computing

Core open-source Python library for scientific computing on NumPy arrays: optimization, integration, interpolation, linear algebra, sparse matrices, statistics, signal processing

BSD-3-ClauseFreeOpen sourceLocalNov 2, 2026

Scrapy

Scrapy developers (maintained with Zyte) · Data collection & crawling

In-depth entry

Mature open-source Python framework for writing crawlers (spiders) that fetch pages asynchronously, extract structured items and export them through pipelines

BSD-3-ClauseOpen sourceFreeLocalSelf-hostedNov 2, 2026

Semgrep

Semgrep, Inc. · Security tools

Static analysis engine that matches code patterns written in the target language's own syntax, with an LGPL community edition and a commercial AppSec platform

LGPL-2.1-onlyOpen sourceFreemiumLocalNov 2, 2026

Sentence Transformers

Hugging Face · Embeddings, reranking & retrieval

Python library for computing and training embedding, cross-encoder reranker, sparse and multi-vector retrieval models, maintained by Hugging Face with thousands of pretrained models on the Hub

Apache-2.0Open sourceFreeLocalSelf-hostedNov 2, 2026

Shortcuts

Apple Inc. · macOS automation

Apple's built-in visual automation app for macOS, iOS and iPadOS that chains app actions, scripts and system functions into runnable shortcuts

ProprietaryFreeLocalNov 2, 2026

Slack

Slack Technologies (Salesforce) · Collaboration & communication

In-depth entry

Channel-based team messaging platform from Salesforce with threads, huddles, canvases, workflow automation and an extensive bot and app API

ProprietaryFreemiumPaidNov 2, 2026

SOPS

SOPS project (CNCF) · Secrets management

Command-line tool that encrypts the values of YAML, JSON, ENV and INI files with age, PGP or cloud KMS keys so secrets can be committed to git

MPL-2.0Open sourceFreeLocalNov 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

SQLite

SQLite Consortium / Hipp, Wyrick & Company · Relational databases

In-depth entry

Public-domain embedded SQL database engine that stores a whole database in one file and ships inside most operating systems and browsers

Open sourceOpen sourceFreeLocalNov 2, 2026

Starship

Starship contributors · Terminals & shells

Cross-shell command prompt written in Rust that shows Git status, language versions, cloud context and more from one TOML configuration

ISCOpen sourceFreeLocalNov 2, 2026

Stata

StataCorp LLC · Mathematical & statistical computing

Commercial statistical software from StataCorp widely used in economics and social science, with editions BE/SE/MP, a command language, Mata and comprehensive PDF manuals

ProprietaryPaidAcademicLocalNov 2, 2026

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