head to head/Developer Tools

NUM vs Problems

Neck and neck on boosts. Profiles, pricing and deals below.

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.

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.