No moat. Still in business.
Software directory for those who don’t want to rebuild, own the updates, the bugs, the support.
- MLJAR Studio
Desktop data analysis app where you ask about your data in plain English and get Python code, charts and notebooks run on your computer.
Since 2017
Data and spreadsheets
- Bonsai
Runs and maintains Elasticsearch or OpenSearch clusters for you, with help from search engineers when something goes wrong.
Developer tools · Developers
- pbar.io
Lets developers share live progress of scripts and jobs through a link, via an API or a tqdm replacement.
Uptime and monitoring · Developers
- Quadratic
Spreadsheet that links to databases and files and lets AI write the formulas, Python and charts for you.
Since 2023
Data and spreadsheets
- VaultS3
A light S3-compatible storage server you run yourself, with a web dashboard, replication and encryption built in.
Since 2026
Free · Developer tools · Developers
- AIR Blackbox
Records every AI agent decision in a signed, tamper-evident log so teams can show regulators what their AI did under the EU AI Act.
Since 2026
Free plan · Developer tools · Developers
- Polygres
An API that adds graph, vector and text search over your existing Postgres database so AI apps get better context.
Since 2026
Developer tools · Developers
- Overcast
Pools GPUs and CPUs from many cloud providers and your own servers so developers can run large data jobs in one place.
Since 2026
Developer tools · Developers
- SeekStorm
A hosted search API for vector and full-text search, aimed at app builders who want an Algolia or Elasticsearch alternative.
Subscription · Developer tools · Online sellers
- DBLift
Runs versioned SQL and Python database migrations with dry runs, history checks and rollbacks, for Python teams.
Since 2026
Free plan · Developer tools · Developers
- KiviDB
A Redis-compatible in-memory database with vector and full-text search, which you can self-host or run on its managed cloud.
Since 2026
Developer tools · Developers
- Moss
Semantic search in under 10 ms for voice bots and copilots that indexes your data once and serves it from browsers, devices or the cloud.
Since 2026
Free plan · Developer tools · Developers
- HelixDB
A graph and vector database that gives AI agents long-term memory and search over company knowledge.
Subscription · Developer tools · Developers
- FastAPI Cloud
Hosting for Python FastAPI apps that deploys with one command and handles scaling and HTTPS for developers.
Since 2026
Developer tools · Developers
- Runcell
An AI agent inside Jupyter that writes and runs Python cells, reads the results and fixes errors during data analysis.
Since 2025
Free plan · Developer tools · Developers