Mirrors vs NUM
Neck and neck on boosts. Profiles, pricing and deals below.
Mirrors
Fix recurring AI agent mistakes with real-time guidance
community boosts
⚡ 0
pricing
Paid
what it is
Mirrors turns your AI agent’s recurring mistakes into targeted corrections. Preview where each one applies, add it only in those situations, and measure whether it helped.
NUM
NUM for developers: API and MCP server for real, checked places
community boosts
⚡ 0
pricing
Freemium
what it is
Give your agent 2.7M+ real places. A free listings API and MCP server, a Partner API for NUM's answers, OAuth for Claude and ChatGPT, and a person reviews every submission.