Antigravity CLI and MCP: how developers wire agents to browsers and skills
Configuration guides for MCP servers and agent skills show Google’s agent stack maturing beyond demos into day-to-day engineering workflows.
TechnologyGoogle Developer Program contributors published walkthroughs this week on attaching Model Context Protocol servers and packaged agent skills to Antigravity CLI and IDE sessions. The pattern is consistent: declare tools once, let sub-agents invoke them under policy, and keep humans in the loop for merges and deploys.
Chrome DevTools for Agents 1.0 is the highest-impact MCP addition for web teams. Agents can open pages, reproduce clicks, capture console errors, and run Lighthouse-style checks without brittle headless scripts maintained by each squad. Security reviewers still demand allow-listed domains and credential isolation, but the debugging loop shortens dramatically.
Skills registries—both in Antigravity and Gemini Enterprise Agent Platform—give platform leads a catalogue of approved capabilities rather than ad-hoc prompt hacks. WOP360 will track how regulated industries adopt Managed Agents sandboxes as compliance templates emerge.
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- Claire Berg
This is the kind of explainer I send to my team before we evaluate new platforms.
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