protogrid

Search / ai.dreamlit/mcp

Dreamlit

R0· no sign-in

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

v0.1.0 · active · repository · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality86good
Trust86of 100
Uptime, 30 days100%
Latency p50254 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "dreamlit": {
      "type": "http",
      "url": "https://mcp.dreamlit.ai/mcp"
    }
  }
}
claude mcp add --transport http dreamlit https://mcp.dreamlit.ai/mcp
[mcp_servers.dreamlit]
url = "https://mcp.dreamlit.ai/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "dreamlit": {
      "type": "remote",
      "url": "https://mcp.dreamlit.ai/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "dreamlit": {
      "type": "http",
      "url": "https://mcp.dreamlit.ai/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=dreamlit&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbWNwLmRyZWFtbGl0LmFpL21jcCJ9"
}
{
  "servers": {
    "dreamlit": {
      "type": "http",
      "url": "https://mcp.dreamlit.ai/mcp"
    }
  }
}
{
  "mcpServers": {
    "dreamlit": {
      "httpUrl": "https://mcp.dreamlit.ai/mcp"
    }
  }
}
extensions:
  "dreamlit":
    enabled: true
    name: "dreamlit"
    type: streamable_http
    uri: "https://mcp.dreamlit.ai/mcp"
    timeout: 300

Quality 86 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene100 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations12 of 12 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 6,040 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability75 · weight 15
  • warn
    stability.changes27 tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

12 tools, about 6,040 tokens to load them all · tool set b8a2df931ddd · tools last changed 2026-10-13 · checked 2026-10-19 10:52 UTC

Tool changes

  • unpublish_workflowchangedoutput schema
  • confirm_publishchangedoutput schema
  • prepare_publishchangedoutput schema
  • send_workflow_testchangedoutput schema
  • get_analyticschangedoutput schema
  • get_workflow_and_preview_urlchangedoutput schema
  • list_brand_styleschangedoutput schema
  • list_workflowschangedoutput schema
  • list_projectschangedoutput schema
  • rename_workflowchangedoutput schema

Showing the latest 10. Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 86 / 100

provenance75
liveness100
freshness65
hygiene100

+repository +dns-namespace +reachable +uptime-100% ~updated-165d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://mcp.dreamlit.ai/mcp streamable-httpnoneyes100%254 ms2025-11-252026-10-19

Tools (12)

confirm_publishdestructiveUse 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 forward the prepare_publish safety fields.
create_or_update_workflowCreates 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. Existing Supabase Auth workflows can be edited except for the immutable trigger step; creating Supabase Auth workflows must happen through Supabase Auth email setup in the Dreamlit web app. Side effect: may create or modify a draft, but does not publish or install live triggers. Returns the workflow/draft result, action-required or handoff details when more input is needed, and relevant app URLs. Do not use for publishing, direct database changes, or low-level graph edits.
get_analyticsread-onlyRead-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 access.
get_statusread-onlyRead-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. Do not use this to create, update, publish, or unpublish workflows.
get_workflow_and_preview_urlread-onlyRead-only. Use before editing, verifying, or preparing publish for an existing workflow. Returns normalized draft and published workflow structure plus the Dreamlit preview/builder URL and status URLs. Step ids are for reading only; when asking create_or_update_workflow for changes, describe steps by what they do. Do not use to create, update, publish, or unpublish workflows.
list_brand_stylesread-onlyRead-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.
list_projectsread-onlyRead-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_workflowsread-onlyRead-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, trigger type, workflow URLs, totalCount, hasMore, and nextOffset. Do not use as the final source of truth before editing; call get_workflow_and_preview_url for full structure.
prepare_publishread-onlyRead-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.
rename_workflowUse 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.
send_workflow_testSide 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. Do not expose test target ids as copy; ask users to choose by message label and confirm before sending.
unpublish_workflowdestructiveUse after explicit user intent to unpublish a Dreamlit workflow. Side effect: disables live triggers or schedules for that workflow and stops future automated sends. Returns updated workflow status and app URLs. Do not use for deleting drafts, canceling one broadcast run, or editing workflow content.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "ai.dreamlit/mcp",
  "title": "Dreamlit",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://mcp.dreamlit.ai/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "0.1.0",
  "repository": {
    "url": "https://github.com/dreamlit-ai/dreamlit-mcp",
    "source": "github"
  },
  "description": "Create, test, publish, and manage Dreamlit notification workflows from AI clients."
}