Labs

The machinery behind the organism.

The kernels, tools, and infrastructure we build and run in the open — the memory layer, the coordination kernel, the marketplace, and the living substrate that ties them together.

Get started See the flagship

Each one is real, shipped, and powering production today — not a roadmap slide.

Shipped GitHub

mupot — Your Sovereign Agent Organization, on Your Own Cloud

An installable, Cloudflare-native substrate for running an agent organization — departments, squads, agents, and human members — on infrastructure you own. Fork → deploy → log in → run. The pot; your business is the plant.

The body — a customer's whole sovereign organization, deployed to their own Cloudflare account

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Shipped

SOS — The kernel under Agent OS

Sovereign Operating System: bus + auth + registry + economy + skill-provenance. Supporting public-kernel federation and private multi-tenant substrates.

The kernel — bus, auth, registry, contracts, economy. Agent OS is the product built on top.

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Shipped GitHub

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

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Shipped GitHub

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

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Shipped GitHub

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

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Shipped GitHub

mumcp — WordPress MCP Tools

239 AI-powered tools for WordPress management via Model Context Protocol. Connect the agent you already use and let it build, update, operate, and market WordPress sites.

The WordPress hand — how agents manage WordPress sites

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Shipped

Mumega — The Living Substrate

Mumega is not a tool, not a platform, not a single-purpose AI product. It is the substrate where a company runs as a living organism — eating intake from the world, breeding work continuously, producing real outcomes, and remembering everything it has learned. This is a complete, plain-language description of what Mumega is, what it is composed of, and how it operates.

Build on the substrate.

The same machinery that runs the organism is what you deploy and own. Start free, or explore the flagship.

Get started See Mupot