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Dreamlit

ai.dreamlit/mcp · v0.1.0

Measured by MCP Station

Description written by the publisher, not verified

Create, test, publish, and manage Dreamlit notification workflows from AI clients.

Connect

claude mcp add --transport http mcp https://mcp.dreamlit.ai/mcp

{
  "mcpServers": {
    "mcp": {
      "url": "https://mcp.dreamlit.ai/mcp"
    }
  }
}

Tools as reported by the server

• get_status
  Read-only. Use first when the agent needs Dreamlit product guidance, prompting guidance, approved workspace context, project setup, schema hints, workflow state, or relevant app URLs. Returns a compact context pack with concepts, recommended tool flow, actor/workspace/project data, optional authorin
• create_or_update_workflow
  Creates a new Dreamlit workflow draft or updates an existing draft from an outcome-oriented natural-language prompt. Use after get_status; use get_workflow_and_preview_url first when editing an existing workflow, then describe the steps to change by what they do, not by step id. Each call continues
• rename_workflow
  Use when the user asks to rename an existing Dreamlit workflow. Side effect: changes only the workflow name; the draft, published version, and live triggers are unchanged. Returns the updated name and app URLs. Do not use to edit workflow content or to name a new workflow; pass name to create_or_upd
• move_workflow_to_folder
  Use when the user asks to put a workflow or broadcast in a folder, move it to another folder, or take it out of a folder. Folders are per list: the Published and Drafts lists on the Workflows page and the Sent and Drafts lists on the Broadcasts page each have their own folders, and this moves the wo
• list_projects
  Read-only. Use when the target project is unknown or the user names a project instead of providing an id. Returns accessible Dreamlit projects in the approved workspace with project and workflow-list URLs. Do not use to inspect workflow structure or author changes.
• list_workflows
  Read-only. Use to find workflows in a project by name, description, or trigger type before inspection or editing. Trigger filters include database, auth email, repeating, broadcast, and no-trigger workflows. Returns paginated workflow summaries, published/sandbox state, liveStatus, trigger type, fol
• list_brand_styles
  Read-only. Use when the user wants to inspect saved project brand styles for generated email drafts. Returns paginated project brand style summaries, ids, default status, style metadata, and app URLs. Do not use to create, update, delete, or expose raw style provenance.
• get_workflow_and_preview_url
  Read-only. Use before editing, verifying, or preparing publish for an existing workflow. Returns normalized draft and published workflow structure, liveStatus, the Dreamlit preview/builder URL, and status URLs. Broadcasts also include a broadcast object with state (draft, scheduled, sending, sent, c
• get_analytics
  Read-only. Use to query Dreamlit analytics for overview metrics, notification rows, recipient engagement, or workflow run rows with filters, sorting, and cursor pagination. Returns bounded structured analytics data, effective query metadata, pagination details when rows are included, and relevant ap
• send_workflow_test
  Side effect when confirmSend is true: sends one current draft email or Slack message for review, but does not publish, schedule, or edit the workflow. Use after authoring or inspection when the user wants to verify an important message before publishing. Returns sent-test details, app URLs, a confir
• prepare_publish
  Read-only validation step before publishing. Use after the user asks to publish and after inspecting the workflow if needed. Returns validation status, publish mode, preview URL, and a confirmation payload with version/timestamp safety checks for confirm_publish. Does not publish or schedule anythin
• confirm_publish write/delete
  Use only after explicit user confirmation and a prior prepare_publish result to publish or schedule a Dreamlit workflow. Side effect: installs live database/repeating/auth triggers, schedules or sends broadcasts, and may enable notification delivery; sandbox mode can hold notifications for inspectio
• unpublish_workflow write/delete
  Use after explicit user intent to unpublish a Dreamlit workflow. Side effect: disables live triggers or schedules so no new runs start. Runs already in progress keep sending unless inProgressRuns is "stop". If the workflow has in-progress runs and inProgressRuns is omitted, returns clarification_req

Tool changes

• 2026-10-24: get_status, create_or_update_workflow, rename_workflow, move_workflow_to_folder, list_projects, list_workflows, list_brand_styles, get_workflow_and_preview_url, get_analytics, send_workflow_test, prepare_publish, confirm_publish
• 2026-10-23: get_status, create_or_update_workflow, rename_workflow, move_workflow_to_folder, list_projects, list_workflows, list_brand_styles, get_workflow_and_preview_url, get_analytics, send_workflow_test, prepare_publish, confirm_publish
• 2026-10-21: get_status, create_or_update_workflow, rename_workflow, move_workflow_to_folder, list_projects, list_workflows, list_brand_styles, get_workflow_and_preview_url, get_analytics, send_workflow_test, prepare_publish, confirm_publish
• 2026-10-16: get_status, create_or_update_workflow, rename_workflow, list_projects, list_workflows, list_brand_styles, get_workflow_and_preview_url, get_analytics, send_workflow_test, prepare_publish, confirm_publish, unpublish_workflow

Repository · JSON · Text for agents · Registry updated 2026-05-07