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.

Each article is written to be useful in two modes: a human can read the narrative and decide what to build next, while an agent can extract the task shape, public-data sources, constraints, and expected output. That is why category pages include the full context around the posts instead of acting as a thin archive.

If you are evaluating UnifAPI for your own stack, use these posts as implementation notes rather than announcements. They explain where public-data APIs help, where MCP changes the onboarding path, how billing maps to returned records, and how a workflow can stay inspectable after it moves from a chat thread into a product surface. They also keep the vocabulary consistent across the site, which makes the archive more useful for search crawlers, AI retrievers, and teams comparing several agent-data architectures.