#etl

28 tools curated in this category — including Transmutify, Reble, Danubia

tech

Find on mySelectas all sites and tools related to etl. This selection of 28 resources is reviewed and maintained by the community. The most popular include Transmutify, Reble, Danubia. Each tool comes with a review, tags, comparisons and alternatives to help you make the best choice.

28 tools
Transmutify
Data & Analytics🌐 EN

A tool that turns messy customer spreadsheets, CSVs, and even photos of data into clean, schema-matched records, with a human review step before anything gets used.

#automation#etl#data-engineering#api
transmutify.io
📄 Full details →
👥 Target audience

Entreprises B2B SaaS ayant besoin de normaliser les données d'onboarding envoyées par leurs clients

🌍 Target countries

International

🗣️ Available languages
EN
🔄 Alternatives
FlatfileOneSchemaCSVBox
🔗 Visit Transmutify
Reble
Data & Analytics🌐 EN

Git-like branching for Apache Iceberg data warehouses, so you can test SQL transformations without copying data

#open-source#database#data-engineering#etl
github.com
📄 Full details →
👥 Target audience

Ingénieurs data qui gèrent un lakehouse Apache Iceberg et veulent tester des transformations SQL sans dupliquer les données

🌍 Target countries

Worldwide

🗣️ Available languages
EN
🔄 Alternatives
LakeFS (versioning de données multi-protocole)Nessie (versioning type Git pour Iceberg/Delta)
🔗 Visit Reble
Danubia
Data & Analytics🌐 EN

EU-hosted content extraction API that turns any webpage into clean markdown or plain text, built for developers feeding web content into RAG pipelines and AI applications.

#web-scraping#api#etl#data-engineering#rag
danubia.tech
📄 Full details →
👥 Target audience

Développeurs et équipes construisant des pipelines RAG, de l'agrégation de contenu ou des applications IA avec exigence de résidence des données en UE

🌍 Target countries

Europe (hébergement UE, conformité RGPD), disponible internationalement

🗣️ Available languages
EN
🔄 Alternatives
FirecrawlJina AI ReaderDiffbot
🔗 Visit Danubia
Cassis Context Bootstrap
Data & Analytics🌐 EN

Open-source tool that reads your existing dbt project, database schema, dashboards, and query logs, and automatically builds a structured map of your data's meaning — so an AI analytics agent has real context instead of guessing what a column means.

#data-engineering#open-source#analytics#etl#business-intelligence
github.com
📄 Full details →
👥 Target audience

Équipes data et analytics implémentant des agents IA pour l'analyse de données

🌍 Target countries

Marché anglophone, communauté data/analytics internationale

🗣️ Available languages
EN
🔄 Alternatives
AtlanSelect StarDocumentation dbt manuelle
🔗 Visit Cassis Context Bootstrap
Syncle
Databases & Storage🌐 EN

Open-source self-hosted tool for real-time data replication across multiple database engines (PostgreSQL, MySQL, MongoDB, Redis, SQLite, MariaDB). Eliminates need for Kafka or Debezium with lightweight synchronization via CDC, polling, or backfill.

#database#docker#open-source#etl#data-engineering
syncle.dev
📄 Full details →
👥 Target audience

Développeurs indépendants et petites équipes cherchant une synchronisation de bases de données légère, sans plateforme de données d'entreprise.

🌍 Target countries

Marché anglophone, développeurs et petites équipes techniques internationales

🗣️ Available languages
EN
🔄 Alternatives
KafkaDebeziumAirbyte
🔗 Visit Syncle
Clean That Sheet
Data & Analytics🌐 EN

Online spreadsheet cleaning tool that identifies and fixes messy data in Excel, CSV, and Google Sheets files. Users upload files for a free preview showing detected issues, then pay to unlock fully cleaned versions.

#data-engineering#saas#automation#spreadsheet#productivity
cleanthatsheet.com
📄 Full details →
👥 Target audience

Analystes de données, comptables, personnel administratif, équipes finance et fondateurs manipulant des exports de données ou listes de contacts

🌍 Target countries

Marché anglophone

🗣️ Available languages
EN
🔄 Alternatives
Microsoft Power QueryOpenRefineTrifacta
🔗 Visit Clean That Sheet
Supernova
Data & Analytics🌐 EN

Syncs Stripe, HubSpot, Postgres, and 40+ other business tools into one encrypted data lake you can query directly from Claude or Codex, without waiting on engineers or building a BI stack.

#data-warehouse#analytics#etl#business-intelligence
supernova.ai
📄 Full details →
👥 Target audience

Startups et scale-ups sans équipe data dédiée, équipes produit voulant interroger leurs données via Claude/Codex

🌍 Target countries

International

🗣️ Available languages
EN
🔄 Alternatives
Snowflake + LookerBigQuery + MetabaseConsultant data indépendant
🔗 Visit Supernova
Miller
Data & Analytics🌐 EN

A command-line tool that does to CSV, TSV and JSON what awk and sed do to plain text — filter, reshape and transform tabular data without spinning up a Python script.

#free#etl#cli#open-source#data-engineering
github.com
📄 Full details →
👥 Target audience

Ingénieurs DevOps, ingénieurs et scientifiques data, développeurs faisant de l'ETL, du traitement de logs ou du post-traitement de bases de données

🌍 Target countries

International (projet open source)

🗣️ Available languages
EN
🔄 Alternatives
awkpandasjqR
🔗 Visit Miller
Decode GA4
Data & Analytics🌐 EN

Decode GA4 automatically flattens Google Analytics 4's nested BigQuery export data into clean, ready-to-query tables, with usage-based pricing and no subscription.

#data-engineering#etl#analytics#web-analytics
decodedata.io
📄 Full details →
👥 Target audience

Data engineers, analytics engineers et analystes travaillant avec les données GA4 dans BigQuery

🌍 Target countries

Mondial

🗣️ Available languages
EN
🔄 Alternatives
dbt (modèles SQL maison)FivetranRequêtes BigQuery manuelles (UNNEST)
🔗 Visit Decode GA4
Datatera.ai
Data & Analytics🌐 EN

Feed it a messy pile of PDFs, invoices or web pages and Datatera.ai turns them into clean, structured spreadsheet or CRM records — with an audit trail so a finance or legal team can trust where each number came from.

#etl#web-scraping#web-app#data-engineering#ai
datatera.ai
📄 Full details →
👥 Target audience

Équipes finance, juridique et opérations qui traitent un volume significatif de documents non structurés et ont besoin d'une piste d'audit sur les données extraites

🌍 Target countries

Marché anglophone/international, entreprise basée à Barcelone et San Francisco

🗣️ Available languages
EN
🔄 Alternatives
Import.ioOctoparseApify
🔗 Visit Datatera.ai
Quix
Data & Analytics🌐 EN

A streaming data platform, built by the people behind McLaren's Formula 1 data systems, that connects sensor data from R&D, testing, and production into one live feed instead of three disconnected systems.

#analytics#open-source#data-engineering#etl#python
quix.io
📄 Full details →
👥 Target audience

Équipes d'ingénierie automobile, aéronautique, énergie et manufacture testant du matériel physique avec des données capteurs haute fréquence

🌍 Target countries

International

🗣️ Available languages
EN
🔄 Alternatives
Apache Kafka auto-géréConfluentAWS IoT Analytics
🔗 Visit Quix
Definite
Data & Analytics🌐 EN

An all-in-one data platform that replaces a Fivetran + Snowflake + dbt + Looker stack with a single tool for ingesting, storing, and querying business data, plus an AI analyst that answers questions in plain English.

#data-warehouse#saas#etl#business-intelligence#data-engineering
definite.app
📄 Full details →
👥 Target audience

Startups, PME et équipes financières/RevOps sans data engineer dédié

🌍 Target countries

International

🗣️ Available languages
EN
🔄 Alternatives
Fivetran + Snowflake + dbt + Looker (stack séparée)HexMetabase
🔗 Visit Definite
Tower
Data & Analytics🌐 EN

A Python-native orchestration platform for running data pipelines, dbt workflows, and AI agents on either serverless or self-hosted infrastructure.

#python#data-engineering#devops#etl#ai-agents
tower.dev
📄 Full details →
👥 Target audience

Équipes data, services IA, industries manufacturières, e-commerce, cabinets de conseil data construisant des plateformes data internes.

🌍 Target countries

Worldwide

🗣️ Available languages
EN
🔄 Alternatives
AirbyteFivetrandbt CloudPrefectDagster
🔗 Visit Tower
Polytomic
Data & Analytics🌐 EN

Data-syncing platform that moves data both ways between a company's warehouse and the everyday tools (Salesforce, Google Sheets, Stripe) that teams actually work in.

#data-warehouse#etl#integrations#data-engineering#self-hostable
polytomic.com
📄 Full details →
👥 Target audience

Data teams | RevOps and marketing teams | Support teams at high-growth companies and enterprises needing two-way data sync

🌍 Target countries

Worldwide

🗣️ Available languages
EN
🔄 Alternatives
HightouchFivetranCensus
🔗 Visit Polytomic
Kleene.ai
Data & Analytics🌐 EN

A data platform that pulls data from 200+ sources into a warehouse and lets you query it in plain English via an AI assistant.

#etl#ai#data-warehouse#llm#analytics
kleene.ai
📄 Full details →
👥 Target audience

SMBs and enterprises with lean data teams (finance, marketing, ops) needing pipelines without a dedicated data engineer

🌍 Target countries

Worldwide

🗣️ Available languages
EN
🔄 Alternatives
FivetranAirbyteStitchdbt plus a BI tool
🔗 Visit Kleene.ai
Tonic.ai
Data & Analytics🌐 EN

Generates realistic fake versions of your production data — same shape and statistics, no real customer information — so developers can test against data that looks real without ever touching actual user records.

#database#enterprise#api#etl#data-engineering
tonic.ai
📄 Full details →
👥 Target audience

Équipes d'ingénierie et data ayant besoin de données de test réalistes sans exposer de données réelles

🌍 Target countries

Monde

🗣️ Available languages
EN
🔄 Alternatives
Gretel (racheté par NVIDIA)K2viewManual data masking scripts
🔗 Visit Tonic.ai
Artie
Data & Analytics🌐 EN

Fully-managed change-data-capture platform that streams database changes into data warehouses in real time, without building Kafka/Debezium pipelines yourself.

#data-warehouse#etl#integrations#database#data-engineering
artie.com
📄 Full details →
👥 Target audience

Data engineering and platform teams needing real-time database-to-warehouse replication | Analytics and AI teams that need fresh data without building CDC infrastructure

🌍 Target countries

Worldwide

🗣️ Available languages
EN
🔄 Alternatives
FivetranAirbyteDebezium (self-hosted)AWS DMSConfluent
🔗 Visit Artie