Dreamlit
Create, test, publish, and manage Dreamlit notification workflows from AI clients.
| Endpoint | https://mcp.dreamlit.ai/mcp (streamable-http) |
|---|---|
| Registry version | 0.1.0 |
| Now | 13 tools · grade B (81) · pin ts_8b768491d5a74803320aeab2f80ebb45 · protocol 2025-06-18 |
| First / last listed | 2026-10-27 08:10 UTC / 2026-10-27 08:10 UTC |
| Grade over time | 2026-10-27: B (81), 13 tools |
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Tools: 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 unpublish_workflow
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 authoring context, optional workflow context, and appUrls. Workflow summaries include liveStatus, and broadc params: projectId, workflowId |
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 the workflow's current chat; pass startNewChat to start fresh. Broadcasts that are scheduled, sent, params: prompt*, projectId, name, workflowId, startNewChat, userCurrentTimeIso, userCurrentTimeZoneId, userEmailStepComments |
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_update_workflow instead. params: workflowId*, name* |
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 workflow within the list it shows in now. Folders are flat; a "/" is just part of the name. A draft's params: workflowId*, folder* |
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. params: search, limit |
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, folder (the folder name in the list the workflow shows in, or null), workflow URLs, totalCount, hasMore params: projectId, search, triggerFilters, limit, offset |
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. params: projectId, limit, offset |
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, cancelled, or failed), the run's scheduledFor, and cancelledAt or completedAt; this, not published or params: workflowId* |
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 app URLs. Do not use for CSV exports, bulk dumps, workflow edits, publishing, or low-level database ac params: projectId, view*, channel, window, range, timeZone, filters, sort, limit, cursor, include |
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 confirmation request, or a clarification request with user-facing message choices. If the test has no data params: workflowId*, testTargetId, messageType, testRecipientEmail, rowData, confirmSend |
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 anything by itself. params: workflowId* |
confirm_publish | 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 inspection. Returns the published workflow status and app URLs. Do not call speculatively or without carrying params: workflowId*, isSandboxed, expectedEditableVersionId, expectedPublishedVersionId, expectedUpdatedAtIso |
unpublish_workflow | 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_required with the count and changes nothing: ask the user whether to stop those runs or let them finish params: workflowId*, inProgressRuns |
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