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Demiton

Ask Demiton (MCP clients)

Ask Demiton is how you use Demiton from outside the app - in Claude, ChatGPT, an IDE, or any client that speaks the open Model Context Protocol (MCP). It is the external twin of Studio: the same tools, the same sourced answers, the same identity and audit guarantees, brought into the AI client you already work in. This is the front door to Universal Memory - you ask for what you need, where you already are.

Connect at https://api.demiton.io/mcp. For step-by-step setup, see the MCP Server guide.

What you can do

Once connected, your AI client gains a small set of Demiton tools:

  • Ask in natural language. Query public market data and - for Connected organisations - your own operational memory: “who won the contract we lost on the Pacific Highway, and at what price?”, “which estimator’s rates held last quarter?”
  • Discover and run reports. List the reports available to your role, run one, and get the result back.
  • See it as a dashboard. Report results render as interactive views right inside Claude, while the underlying data stays available to the conversation.
  • Propose a correction. Suggest a write (for example, fixing a timesheet); it lands in your organisation’s approval queue rather than executing directly.

Identity, safety, and audit

Every connection is authenticated - there are no anonymous callers. You connect with OAuth (sign in through your AI client) or an API key, and every answer is filtered to what your identity is allowed to see. Each tool call passes an entitlement, permission, and quota check, and is written to the audit trail. Demiton never invents data; it serves what it holds, with a citation back to the source.

Tiers

Any authenticated user can connect; what changes is what the tools can read. Public users reach public market data; Insights adds your uploaded history; Connected adds your live operational memory. See What is Demiton for the tier model.

Next steps

  • MCP Server - connect Claude, ChatGPT, or your IDE
  • Studio - the same answers inside the app
  • Memory - what the tools read from