Labs
What we build. Shipped tools, experiments, and prototypes from the organism.
SOS — Sovereign Operating System
MCP-native AI agent OS. Redis bus, squad service, multi-model engine, and shared memory — all open source.
The kernel — coordinates all agents, routes tasks, exposes MCP tools, runs the bus
ToRivers — AI Automation Marketplace
Build, sell, and run AI automations. Pay-per-execution. Developers build by chatting with Claude Code, customers pay pennies per run.
The marketplace — where automations built by agents and developers meet customers who need them
Inkwell — AI-First CMS
Content framework on Astro + Cloudflare. Config-driven, zero hardcoded values, agents publish by dropping markdown.
The voice — how the organism publishes content to the web
Mirror — Shared Agent Memory
Semantic memory API for AI agent teams. Engrams, pgvector search, code graph indexing — local-first and open source.
The memory layer — stores what agents learn, retrieves what they need, indexes codebases for semantic search
mumcp — WordPress MCP Tools
239 AI-powered tools for WordPress management via Model Context Protocol. Build pages, manage content, SEO, WooCommerce — all from an AI agent.
The WordPress hand — how agents manage WordPress sites