head to head/Developer Tools

MapMap vs Ontoloop

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

MapMap

Use MapMap from any AI assistant

community boosts

⚡ 0

pricing

Open source

what it is

The recipe book: connect the hosted MCP server to ChatGPT, Claude, Cursor, Grok, Perplexity, VS Code or your own agent framework in a minute each, and how an agent mints its own free key mid-task.

Ontoloop

Connect Claude Code and Codex to Ontoloop over MCP

community boosts

⚡ 0

pricing

Freemium

what it is

How to connect to Ontoloop's remote MCP server: one command plus a browser sign-in for Claude Code and Codex, a URL for Claude desktop, Claude on the web and WorkBuddy; what agents can do once connected, why writes need a human to confirm them, and what to do when authorization expires.