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Dev tools · alternatives · 2026

24 alternatives to Singer – Simple, Composable Open Source ETL

Simple, Composable, Open Source ETL

Singer is an open source ETL framework that standardizes how data extraction and loading scripts communicate. It uses "taps" to pull data from sources like databases and APIs, and "targets" to load data into… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Prices are shown for the 1 we have checked on their own sites, 1 of them free or with a free tier. Singer – Simple, Composable Open Source ETL launched in 2017; newer entries below may have overtaken it.

  1. 1
    Singer▲108

    Simple, composable, open source ETL

    2017 · singer.io · its alternatives →

  2. 2
    Singify▲316

    Make AI music covers with your favorite artists anytime

    2023 · its alternatives →

  3. 3

    Automate your document workflows

    2024 · panda-etl.ai · its alternatives →

  4. 4
    Suno.aifree tier▲503

    I turned my resume into a catchy pop song. Thought you'd all appreciate it. Worked directly on the Song Style prompt, which you can duplicate for your own fun catchy resume song. Just replace the lyrics!

    2023 · suno.com · its alternatives →

  5. 5AS
  6. 6FA

    Hi all, I've spent some time working on music demixing or music source separation algorithms, which take in a mixed song and output estimates of isolated components (e.g. vocals, drums, bass, other). I took a popular PyTorch model with good performance (Open-Unmix, UMX-L weights), reimplemented the inference steps in C++, and compiled it to WebAssembly for a free client-side music demixer.

    2023 · sevag.xyz · its alternatives →

  7. 7

    Isolate vocals from any song for free

    2020 · acapella-extractor.com · its alternatives →

  8. 8

    Open source unstructured data ETL for AI first applications

    2024 · instill-ai.com · its alternatives →

  9. 9

    A platform for songwriters to write, organize & collaborate.

    2021 · songcraft.io · its alternatives →

  10. 10

    Learn any foreign song lyrics with AI

    2024 · songsens.ai · its alternatives →

  11. 11

    Remove vocals from any song

    2025 · its alternatives →

  12. 12HA
  13. 13BL
  14. 14

    Isolate vocals & instrumentals effortlessly

    2024 · its alternatives →

  15. 15

    Aggregate, automate, activate

    2023 · conversionomics.com · its alternatives →

  16. 16

    Generate AI music melodies and lyrics - DALL-E for music

    2024 · lyricallabs.io · its alternatives →

  17. 17

    Automatic song mastering using AI to match commercial songs

    2022 · songmastr.com · its alternatives →

  18. 18

    Hey HN! We are building *open source infrastructure for deploying customer-facing data pipelines.* Here’s our repo https://github.com/pipebird/pipebird and website https://pipebird.com/. Pipebird (YC W22) is designed to enable companies that generate important data to offer secure data pushes to their customers’ warehouses, directly from their products. Our team was previously building in fintech, where we heard from many of our peers that their customers wanted data pushed directly to their warehouses. Customers wanted to bring data into their source of…

    2022 · github.com · its alternatives →

  19. 19

    Hey hacker news, we launched a few weeks ago as a GPT-powered chatbot for developer docs, and quickly realized that the value of what we’re doing isn’t the chatbot itself. Rather, it’s the time we save developers by automating the extraction of data from their SaaS tools (Github, Zendesk, Salesforce, etc) and helping transform it to contextually relevant chunks that fit into GPT’s context window. A lot of companies are building prototypes with GPT right now and they’re all using some combination of Langchain/Llama Index + Weaviate/Pinecone + GPT3.5/GPT4 as their stack for…

    2023 · github.com · its alternatives →

  20. 20TA
  21. 21

    Simplified, Free and Open-Source AI-Powered Audio Separation

    2025 · github.com · its alternatives →

  22. 22

    🎸 a simple language for jamming! Contribute to hackclub/muse development by creating an account on GitHub.

    2022 · github.com · its alternatives →

  23. 23

    AI-generated tabs, chords, and lyrics. Edit, transpose, separate tracks, and remove vocals easily. Also includes interactive learning, which turns any music or song (YouTube, MP3) into chords. Play along with guitar, ukulele, or piano.

    2024 · lamucal.com · its alternatives →

  24. 24

    I got tired of the overhead required to run even a simple data analysis - cloud setup, ETL pipelines, orchestration, cost monitoring - so I built a fully local data-stack/IDE where I can write SQL/Py, run it, see results, and iterate quickly and interactively. You get data lake like catalog, zero-ETL, lineage, versioning, and analytics running entirely on your machine. You can import from a database, webpage, CSV, etc. and query in natural language or do your own work in SQL/Pyspark. Connect to local models like Gemma or cloud LLMs like Claude for querying and analysis. You…

    Apr 2026 · stream-sock-3f5.notion.site · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →