Rank-in-Maps MCP Server
Connect Claude, ChatGPT, Cursor, or any MCP client to your Rank-in-Maps workspace. Access OKF Second Brain, local visibility evidence layer, and public product docs via standard OAuth.
Free & Open-Source Tools
Practical AI and automation tools for Gemini, Google Workspace, developer workflows, and Google Business Profile operations. Many were built during Google Cloud and Kaggle AI training programmes, and we use them in our own GBP work. Most are free, several are open source, and some are still experimental — every one is built so you keep control of your data and your profile.
Connect Claude, ChatGPT, Cursor, or any MCP client to your Rank-in-Maps workspace. Access OKF Second Brain, local visibility evidence layer, and public product docs via standard OAuth.
An intelligent assistant developed for the Google Concierge Agents track. Ingests real-time telemetry (tyre pressure, wear, heat consistency) to deliver Safety & Performance audits.
A multi-agent inventory synchronization system built for the Google Kaggle Capstone. Ingests and matches CSV hardware listings for expert-mode compatible vehicles.
A ready-to-use template for building autonomous AI coding agents (similar to Lovable, Codex, or Cursor) powered by developer tools and APIs.
Establish zero-OAuth, secure API and MCP endpoints to share local business data directly with custom AI agents and automation.
Is there a tool or feature you want us to build? Submit your request directly to our public backlog.