head to head/Developer Tools

Problems vs RigBase

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.

RigBase

MCP server for AI assistants

community boosts

⚡ 0

pricing

Freemium

what it is

Free, public, read-only Model Context Protocol endpoint so AI assistants (Claude, Cursor, ChatGPT, Gemini / Google Connected Apps, and others) can query 192 measured local-LLM builds and 458 tok/s results — and always link back to RigBase.