Notes from building Agent First public-data Skills

Skills, MCP patterns, KOL pricing, public-data economics, and lessons from the live platforms that agents call.

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Agents

MCP setup and operator onboarding for public-data agents.

Agent posts help operators connect general agents, research agents, coding agents, and MCP-capable clients to UnifAPI. They focus on the practical path from hosted MCP URL to OAuth sign-in to the first public-data workflow run, with API keys kept as a compatibility path rather than the default first step.

This category currently includes 14 posts. New entries are written for readers who want concrete implementation detail, clear tradeoffs, and copyable patterns for agent workflows.