Ralphi IA / Ralph AI The ecosystem’s operational brain.
MCP, shared memory, published tools, WhatsApp, email, funding, reports, and agents. One common layer so ChatGPT, Cursor, Codex, and Antigravity can work without losing context.
Operational flows
ChatGPT → MCP → MongoDB → inboxes → evidence
WhatsApp → commands, groups, reminders, documents, and status
Funding → programs, applications, accounts, and traceable usage
Live connectors
OAuth + API keys for controlled compatibility
MongoDB as the source of truth and Markdown as a human-readable mirror
Local-first processing for privacy, speed, and efficiency