Open source

Public tools that improve through use.

We open-source projects when outside testing, contribution, and domain feedback can make the software more useful than a private build would.

sentien-labs/youtube-niche

YouTube Niche Finder

Public beta

An open-source research engine for finding high-demand, low-supply YouTube creator opportunities.

Latest release: v0.1.0 Public Beta · June 24, 2026

MIT licensedOffline demoGood first issues

Project health

CI passing

Issue templates

Contribution guide

Sample report preview

Contribution paths

sentien-labs/verdictswarm-mcp

Open source

An MCP server that lets AI agents request crypto token risk checks from the VerdictSwarm API.

Latest release: v0.1.0 Initial Release · February 26, 2026

MIT licensedPython MCP serverAgent-ready

Project health

CI passing

PyPI package

MCP client examples

Security policy