Problems vs PublicLeads
Neck and neck on boosts. Profiles, pricing and deals below.
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.
PublicLeads
PublicLeads for AI assistants
community boosts
⚡ 0
pricing
Freemium
what it is
Connect ChatGPT, Claude or any MCP client to PublicLeads: search business lists by industry and place, see prices, counts and masked samples. No login, read-only.