GCP MCP Bridge Kit
Zero-OAuth, secure endpoints for sharing local business data directly with AI agents.
GCP MCP Bridge Kit is on the roadmap: a set of secure API and Model Context Protocol (MCP) endpoints that let local businesses share structured data directly with AI agents and automation, without standing up an OAuth flow.
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Right now, giving an AI agent or automation platform access to a local business's data (hours, services, inventory, structured facts) usually means building or configuring an OAuth integration — overkill for a single local business that just wants its facts to be readable by AI.
GCP MCP Bridge Kit is the planned answer: zero-OAuth, secure API and MCP endpoints, built on Google Cloud, that expose a business's structured data (including OKF bundles produced by tools like OKF Builder) directly to custom AI agents and automation pipelines.
This is currently a roadmap item — there is no live build yet. It's included here so the direction is visible: the goal is to make local business data as easy for an AI agent to consume as it is for a search engine to crawl.
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Zero-OAuth access
Secure endpoints designed to skip the overhead of a full OAuth integration for simple, scoped data sharing with AI agents.
MCP-native
Exposes business data through the Model Context Protocol, so any MCP-compatible agent or client can query it directly.
Built on Google Cloud
Planned to run on GCP infrastructure, aligned with the rest of the Rank-in-Maps toolchain's Google Cloud and Gemini API usage.
Designed to plug into the OKF ecosystem
Intended to serve structured data — including OKF bundles from tools like OKF Builder — straight to agents and automation, closing the loop between 'data captured' and 'data usable by AI'.
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