CompanyData vs Problems
Neck and neck on boosts. Profiles, pricing and deals below.
CompanyData
AI tools for company search & enrichment
community boosts
⚡ 0
pricing
Open source
what it is
Open-source MCP server for Cursor and Claude Desktop. Connect AI assistants to 374M+ companies via company_search, company_enrich, and field_lookup — same API as production.
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.