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.
What will GCP MCP Bridge Kit do?
GCP MCP Bridge Kit is a roadmap item, not a live tool yet, for local business owners and agencies who want to let AI agents read a business's structured data without setting up a full OAuth integration. Today, giving an AI agent or automation platform access to a local business's facts, hours, services, inventory, usually means building or configuring OAuth, which is overkill for a single business that just wants its facts to be readable by AI. The planned answer is a set of zero-OAuth, secure API and Model Context Protocol (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. There is no public repository or live endpoint yet; it's included on /tools so the direction is visible, with the goal of making local business data as easy for an AI agent to consume as it is for a search engine to crawl.
Overview
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.
Key features
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'.
Architecture
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