Agent First public-data Skills: from tasks to MCP
How UnifAPI turns public-data APIs into task-specific Skills for Codex, Claude Code, and MCP-capable agents — with APIs as the data layer, not the front door.
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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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How to run a KOL pricing agent with MCP
A practical walkthrough for pricing Twitter/X creators with Codex or Claude Code, UnifAPI MCP, and public engagement data — no separate LLM key or X API setup.
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