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Ansible

Red Hat (Ansible community) · Infrastructure & provisioning

Agentless configuration management and orchestration tool that runs YAML playbooks over SSH, with collections for clouds, network gear and applications

GPL-3.0-or-laterOpen sourceFreeLocalSelf-hostedNov 2, 2026

Apache Airflow

Apache Software Foundation · ETL/ELT & orchestration

Python workflow orchestrator for scheduling and monitoring DAGs of tasks, with hundreds of provider packages and managed offerings from several clouds

Apache-2.0Open sourceFreeSelf-hostedNov 2, 2026

Apache Kafka

Apache Software Foundation · Messaging & queues

In-depth entry

Distributed event streaming platform with durable, partitioned, replayable logs, Kafka Connect connectors and Kafka Streams processing

Apache-2.0Open sourceFreeSelf-hostedNov 2, 2026

Apache Spark

Apache Software Foundation · Analytical engines & OLAP

Distributed data processing engine with DataFrame and SQL APIs in Python, Scala, Java and R, plus structured streaming and MLlib

Apache-2.0Open sourceFreeLocalSelf-hostedNov 2, 2026

Apache Superset

Apache Software Foundation · BI & dashboards

Apache-licensed BI web application with SQL Lab, a no-code chart builder, dashboards and connectors to any SQLAlchemy-compatible database

Apache-2.0Open sourceFreeSelf-hostedNov 2, 2026

ArchiveBox

ArchiveBox (Nick Sweeting and contributors) · Web archiving

Self-hosted, open-source web archiving tool that saves URLs as HTML, PDF, screenshot, WARC, readable text and media snapshots with a web UI and CLI

MITOpen sourceFreeLocalSelf-hostedNov 2, 2026

authentik

Authentik Security Inc. · Identity & access

Self-hosted identity provider with OIDC, SAML, LDAP, RADIUS and SCIM support and a built-in application proxy, with an MIT core and an enterprise edition

MITOpen sourceFreeSelf-hostedNov 2, 2026

AutoGen

Microsoft · Agent frameworks & orchestration

Microsoft's multi-agent framework (Core, AgentChat, Extensions, Studio) for Python and .NET, now archived with users directed to Microsoft Agent Framework

MITOpen sourceFreeLocalSelf-hostedDeprecatedNov 2, 2026

Axolotl

Axolotl AI · Training & fine-tuning

YAML-configured open-source framework for fine-tuning and post-training LLMs: full, LoRA and QLoRA training, preference and RL methods, multimodal models and multi-GPU or multi-node runs

Apache-2.0Open sourceFreeSelf-hostedNov 2, 2026

Bitwarden

Bitwarden Inc. · Secrets management

Open-source password manager with hosted and self-hosted server options, passkey support, organization sharing and a separate Secrets Manager for developers

AGPL-3.0-onlyFreemiumPaidLocalSelf-hostedNov 2, 2026

BorgBackup

The Borg Collective · Backup & recovery

Deduplicating backup archiver with compression and authenticated encryption that stores repositories on local disks or remote hosts over SSH

BSD-3-ClauseOpen sourceFreeLocalSelf-hostedNov 2, 2026

Browsertrix

Webrecorder · Web archiving

Webrecorder's browser-based web archiving system, available hosted or self-hosted, that crawls sites with real browsers into signed WACZ files replayable with ReplayWeb.page

AGPL-3.0-onlyPaidEnterpriseSelf-hostedNov 2, 2026

BullMQ

Taskforce.sh (BullForce Labs AB) · Messaging & queues

Redis-backed job and message queue for Node.js (with a Python port) offering workers, flows, rate limiting, repeatable jobs and a commercial Pro tier

MITOpen sourceFreeLocalSelf-hostedNov 2, 2026

Bun

Oven · Programming languages & runtimes

All-in-one JavaScript and TypeScript runtime, package manager, bundler and test runner built on JavaScriptCore by Oven

MITOpen sourceFreeLocalSelf-hostedNov 2, 2026

Caddy

Caddy project (sponsored by ZeroSSL) · Reverse proxies & web servers

In-depth entry

Go web server and reverse proxy that obtains and renews TLS certificates automatically and is configured with a short Caddyfile or a JSON API

Apache-2.0Open sourceFreeSelf-hostedNov 2, 2026

Chroma

Chroma · Vector databases

Open-source embedding database with a minimal Python and JavaScript API, usable in-process, as a server or through Chroma Cloud

Apache-2.0Open sourceUsage-basedLocalSelf-hostedNov 2, 2026

ClickHouse

ClickHouse, Inc. · Analytical engines & OLAP

In-depth entry

Open-source columnar OLAP database server for fast aggregations over billions of rows, with MergeTree storage, SQL and a managed ClickHouse Cloud

Apache-2.0Open sourceFreeLocalSelf-hostedNov 2, 2026

Crawlee

Apify Technologies s.r.o. · Data collection & crawling

Open-source crawling and scraping library for Node.js/TypeScript and Python that unifies HTTP and headless-browser crawlers with queues, proxies, fingerprints and storage

Apache-2.0Open sourceFreeLocalSelf-hostedNov 2, 2026

CrewAI

CrewAI, Inc. · Agent frameworks & orchestration

Open-source Python framework for role-based multi-agent crews and event-driven flows, with a commercial enterprise console for deploying, monitoring and triggering automations

MITOpen sourceFreemiumLocalSelf-hostedNov 2, 2026

CrowdSec

CrowdSec · Security tools

Open-source behavior-based intrusion prevention engine whose detections feed a crowd-sourced IP reputation network, with remediation components for firewalls, proxies and CDNs

MITOpen sourceFreemiumSelf-hostedNov 2, 2026

Dagster

Dagster Labs · ETL/ELT & orchestration

Asset-oriented Python orchestrator that models pipelines as software-defined data assets with lineage, checks and a hosted Dagster+ option

Apache-2.0Open sourceFreemiumLocalSelf-hostedRedirected

Dask

Dask developers (open-source community) · Distributed & parallel computing

Python library for parallel and distributed computing that scales pandas, NumPy and custom task graphs from a laptop to a cluster

BSD-3-ClauseOpen sourceFreeLocalSelf-hostedNov 2, 2026

dbt

dbt Labs (Fivetran + dbt Labs) · ETL/ELT & orchestration

In-depth entry

SQL-first transformation framework that compiles templated models, tests and documentation into warehouse tables; open-source Core plus a commercial platform

Apache-2.0Open sourceFreemiumLocalSelf-hostedNov 2, 2026

Deno

Deno Land · Programming languages & runtimes

Secure-by-default JavaScript and TypeScript runtime from Deno Land with web-standard APIs, built-in tooling and an optional hosted Deploy service

MITOpen sourceFreeLocalSelf-hostedNov 2, 2026

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