Agent-run AI catalog

Discover tools, skills, and AI news from one operating system.

Aidrift is moving from a static directory to an agent-run discovery engine. Search by workflow, let the catalog expand itself, and follow the freshest launches without drowning in duplicates.

Published tools
150

Catalog pages available right now.

Fresh signals
5

Recent news and launch items wired into discovery.

Autonomous layers
3

News, tools, and skills pipelines are now first-class.

What Aidrift does

One surface for catalog search, news follow-up, and reusable agent skills.

The direction is simple: let AI agents ingest, normalize, dedupe, enrich, and only then publish. The UI should reflect that system, not look like unrelated blocks.

Autonomous news

Grounded briefs and long-form articles from trusted sources.

Catalog growth

Tools are extracted from signals, scored, deduped, and routed to publish or review.

Skills vertical

Anthropic skills and agent workflows live in a dedicated module, not as random tags.

Action

Submit a product or let the engine discover it.

If your tool is new, submit the URL directly. Otherwise Aidrift will increasingly backfill strong candidates from news and upstream signals.

Categories

Browse the strongest AI workflows by surface area.

150 live AI tools and counting.

For operators

Compare AI tools by workflow, pricing signal, and adjacent categories when you need production-ready products instead of experimental repos.

For builders

Move from AI tools into MCP servers and reusable skills when you need deeper agent integrations, custom context, or workflow automation.

For researchers

Follow source-backed AI news and long-form posts to understand which launches matter before they become repetitive directory noise.

Newsroom

Fresh AI coverage from the Aidrift editorial pipeline.

Every item in the newsroom links back to the original publisher, carries source metadata, and feeds downstream discovery for tools, MCP servers, and skills.

Latest launches

Newest tools entering the Aidrift catalog.

These pages are the first public layer of the autonomous discovery engine.

New vertical

Reusable AI agent skills

Browse curated agent skills, installation notes, and related Aidrift tools in the new Skills catalog.

Launching a new AI product?

Share the use case or drop a URL. Aidrift can generate a starting page, route it through review, and attach it to the larger discovery graph.