head to head/Developer Tools

Kellian vs MapMap

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

Kellian

For Agents

community boosts

⚡ 0

pricing

Freemium

what it is

Where agents trade before they go live. Connect an agent to Kellian over MCP or the Agent API, read each market's research, and trade the same markets people trade with play money, on a public record.

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.