Openly Useful is an independent studio making thoughtful products and open-source tools. It is one brand with two public homes:

• OpenlyUseful.com is Openly Useful Studio — products, capabilities, partnerships, and experiments.
• OpenlyUseful.org is Openly Useful Open Source — public projects, documentation, contribution paths, policies, and the canonical publisher record.

Openly Useful LLC is the planned legal entity. Its current status is formation-pending; it is not represented as formed, active, or the current operator. Publisher identity, contacts, policy URLs, and MCP namespaces are maintained in the canonical publisher record.

We work by four simple principles:

• Open by default — the work, the reasoning, and the path to contribute should be visible.
• Useful before impressive — real needs come before novelty.
• Evidence over claims — decisions and outcomes should be verifiable.
• Maintained in public — projects have visible status, ownership, and a path forward.

• Conductor Swarm — model-agnostic orchestration for skills, models, agents, workflow recovery, and verified completion.
• openlyuseful.org — the two-domain public website, publisher record, and shared design system.
• CiteWire — open knowledge infrastructure, in development.
• SportsMCP — practical open interfaces for sports data and agent workflows, incubating.

Use the work, question it, improve it, or bring a need worth solving.

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