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Solve a specific problem

What AI tool do you need?

Describe the friction in your own words. Magpie maps it to ranked tools from 270 scored options. You get specific picks with reasons, not a generic list.

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Starting from scratch?

Build a full stack from zero.

If you don't have a problem in mind yet, our stack builder asks about your stage and industry instead and suggests a starting set across build, comms, productivity and your domain.

Build my stack

Top 9 scored

Highest-scoring tools in the catalog.

Ranked by overall score against Magpie's six-dimension rubric. A useful starting point if the problem-search above didn't land where you expected.