Catalyst Labs

We're a small product studio building tools that AI agents, developers and automation builders can rely on. Every tool is benchmarked against the most-used alternatives before launch:

• Pay for results, not failures. Missing captions, blocked pages and wrong-company matches are reported with a reason and never charged.
• Clean, documented output. The same structure every run, with typed errors and fix hints.
• Agent-ready. Every tool works through the Apify API and as a remote MCP server (listed in the official MCP Registry).
• Maintained. Daily health checks and a weekly review of your bug reports and feature requests.

• YouTube Transcript API. Transcripts and metadata from videos, Shorts, playlists, channels and search. Scored 12/12 in a head-to-head where the five most-used tools scored 7–9. $0.008 per transcript, no run fee.
• Website Screenshot & PDF API. Full-page PNG, JPEG, WebP and PDF with cookie walls cleared, chat widgets hidden and sticky headers fixed. Blocked pages are never charged.
• Career Site Jobs Scraper. Live open jobs from 17 applicant tracking systems (Workday, Greenhouse, Lever, Ashby, Oracle and more) in one schema, with a new/closed jobs feed.

More tools are on the way, across categories. Request features on any tool's Issues tab.