Moatlight vs Problems
Neck and neck on boosts. Profiles, pricing and deals below.
Moatlight
Moatlight API documentation
community boosts
⚡ 0
pricing
Freemium
what it is
REST API, OAuth 2.0 login, MCP server and discovery files for measuring AI search visibility with Moatlight.
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.