UnifAPI vs Apify / Bright Data: agent Skills vs. scraping platforms
Apify and Bright Data sell scraping infrastructure; UnifAPI sells task-ready public-data Skills and finished endpoints. Pick the right abstraction.
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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.
Using ChatGPT, Claude Code or another client? See the setup steps
UnifAPI vs Composio: public-data Skills vs. user OAuth tools
Composio connects agents to a user's own SaaS via OAuth. UnifAPI gives agents public-data Skills through MCP. The two halves of agent integration.
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UnifAPI vs RapidAPI: Skills-first public data vs. API marketplace
A practical comparison of UnifAPI and RapidAPI for AI agents: catalog breadth, request shape, pricing, reliability, MCP setup, and when each one wins.
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Connect UnifAPI MCP to general and coding agents
Connect UnifAPI MCP to Claude, ChatGPT, Codex, Claude Code, Cursor, VS Code, OpenClaw or Hermes, then run your first public-data Skill.
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Per-record pricing for agent Skills, not subscription tiers
Why UnifAPI prices public-data reads at $0.001 credits with published per-operation minimums, so Skills scale by usage, not subscription tiers.
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Why we built UnifAPI for agent Skills
Useful agents need public evidence from X, YouTube, Reddit, LinkedIn or TikTok. UnifAPI packages that data into Skills, MCP and one live API.
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