Machine Relations Index vs Problems
Neck and neck on boosts. Profiles, pricing and deals below.
Machine Relations Index
Machine Relations Index (MRI)
community boosts
⚡ 0
pricing
Freemium
what it is
34,602 source domains measured by the Machine Relations Index across 6 answer engines and 1,255 eligible prompts. Public standard for AI citation behavior.
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.