Dough

Dough Docs

Use Dough from AI clients through MCP, typed tools, data lake tables, and the team filesystem.

What Dough exposes

Dough publishes one typed tool registry across the web app, MCP clients, the local CLI, and sandboxed TypeScript. Agents can discover tools, inspect schemas, and compose finance workflows without a transport-specific action schema.

The core surfaces are data lake tables read through integrations.*, and a DB-backed team filesystem. All organization-scoped tools default to the current WorkOS organization when one is available, and to default in local development.

  • Connect AI clients through /api/mcp using Streamable HTTP and OAuth.
  • Discover tools with tools.list and inspect one tool at a time with tools.describe.
  • Read synced source data through integrations.*, and work with organization files through files.* and unix.*.
  • Use /llms.txt for an LLM-readable version of these docs.

LLM-readable docs

/llms.txt renders the same docs registry as plain text. Point coding agents, custom GPT instructions, or MCP client context loaders at that URL when they need a compact reference without scraping the UI.

Open llms.txt

Related

Install DoughOne command installs the dough CLI, its dependencies, the Dough plugin, and signs you in.Dough CLILog in, run and update agents, and publish your own agents and skills from the terminal.