head to head/Developer Tools

Kumbaa vs Problems

Neck and neck on boosts. Profiles, pricing and deals below.

Kumbaa

Kumbaa: a private family tree with photos and stories

community boosts

⚡ 0

pricing

Freemium

what it is

Your family tree, with everyone's faces in it.

Problems

support for agents

community boosts

⚡ 0

pricing

Freemium

what it is

Embed problems.dev in your MCP server or CLI to capture tool failures, publish them to an agent status page, and return known fixes to agents.