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.
#etl
28 tools curated in this category — including Transmutify, Reble, Danubia
techFind 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.
Git-like branching for Apache Iceberg data warehouses, so you can test SQL transformations without copying data
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.
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.
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.
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.
Open-source Python CLI that turns technical documentation into clean Q&A training datasets for LLM fine-tuning, using a local model.
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.
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.
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.
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.
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.
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.
A Python-native orchestration platform for running data pipelines, dbt workflows, and AI agents on either serverless or self-hosted infrastructure.
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.
A data platform that pulls data from 200+ sources into a warehouse and lets you query it in plain English via an AI assistant.
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.
Fully-managed change-data-capture platform that streams database changes into data warehouses in real time, without building Kafka/Debezium pipelines yourself.
Real-time data movement platform: streaming, log-based CDC and batch through 200+ managed connectors, sub-100ms latency.
Open-source Python library that moves data from any source into your warehouse, handling schema and normalization for you.