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Prefect

Prefect Technologies, Inc. · ETL/ELT & orchestration

Python workflow orchestration library and server where decorated functions become observable, retryable flows, with Prefect Cloud as hosted option

Apache-2.0Open sourceFreemiumLocalSelf-hostedRedirected

Prisma ORM

Prisma Data, Inc. · Web frameworks & UI

TypeScript ORM with a declarative schema language, generated type-safe client and migration tooling, from the company that also offers Prisma Postgres and related hosted services

Apache-2.0Open sourceFreeLocalSelf-hostedNov 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

Prometheus

Prometheus Authors / Cloud Native Computing Foundation · Monitoring & observability

Pull-based metrics monitoring system and time-series database with the PromQL query language, service discovery and the Alertmanager component

Apache-2.0Open sourceFreeSelf-hostedBroken

promptfoo

Promptfoo, Inc. · Prompting, evaluation & observability

Open-source, local-first CLI and library for evaluating prompts, models, RAG pipelines and agents, with automated red teaming and CI integration

MITOpen sourceFreeLocalSelf-hostedBroken

Puppeteer

Google (Chrome DevTools team) · Data collection & crawling

In-depth entry

Node.js library from the Chrome team for controlling Chrome and Firefox over the DevTools Protocol or WebDriver BiDi, used for scraping, screenshots, PDFs and testing

Apache-2.0Open sourceFreeLocalSelf-hostedNov 2, 2026

Pydantic AI

Pydantic Services Inc. · Agent frameworks & orchestration

Type-safe Python agent framework from the Pydantic team with validated structured outputs, dependency injection, swappable model providers, MCP, durable execution and evals

MITOpen 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

Qdrant

Qdrant Solutions GmbH · Vector databases

In-depth entry

Open-source vector search engine written in Rust with filterable HNSW indexes, sparse and multi-vector support, REST/gRPC APIs and a managed cloud

Apache-2.0Open sourceFreemiumLocalSelf-hostedNov 2, 2026

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

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

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

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

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

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

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

Tableau

Salesforce · BI & dashboards

Salesforce's visual analytics platform: Tableau Desktop authoring (now with a free edition), Tableau Cloud and Server for sharing, and Tableau Next for CRM analytics

ProprietaryFreemiumPaidLocalSelf-hostedNov 2, 2026

TeX Live

TeX Users Group (TUG) · LaTeX & typesetting

In-depth entry

The comprehensive free TeX distribution for Linux, macOS and Windows, released yearly with the tlmgr package manager and all major engines, packages and fonts

Open sourceFreeOpen sourceLocalSelf-hostedNov 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

tmux

tmux project (Nicholas Marriott) · Terminals & shells

Terminal multiplexer that keeps shell sessions alive on a server, splits a terminal into windows and panes, and lets sessions be detached and reattached

ISCOpen sourceFreeLocalSelf-hostedNov 2, 2026

Traefik Proxy

Traefik Labs · Reverse proxies & web servers

Cloud-native reverse proxy and ingress controller that discovers routes from Docker, Kubernetes and other providers and automates TLS through ACME

MITOpen sourceFreeSelf-hostedNov 2, 2026

Transformers

Hugging Face · Training & fine-tuning

Hugging Face's model-definition library for text, vision, audio, video and multimodal models, with Pipeline, Trainer and generate APIs used as the reference by training and inference engines

Apache-2.0Open sourceFreeLocalSelf-hostedNov 2, 2026

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