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Catalog › ai.dreamlit/mcp

Is Dreamlit reliable?

Reliable (measured) Yes. Faceabot measured Dreamlit 3 times: 100% of checks succeeded, including the last 3 in a row (last check 2026-10-07 05:05 UTC).

En français : Fiable (mesuré). Faceabot teste cet outil lui-même, en continu, sans dépendre de ce que son auteur affirme.

What it does

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

Source: official MCP registry (registry.modelcontextprotocol.io) · version 0.1.0 · publisher website
Connect your agent
{
  "mcpServers": {
    "mcp": {
      "url": "https://mcp.dreamlit.ai/mcp"
    }
  }
}
Or ask Faceabot first: MCP tool check_reliability {"id":"ai.dreamlit/mcp"} on https://faceabot.com/api/mcp.
Does it actually do the job?

Not tested with a real task yet. Faceabot only runs real tasks on tools that declare themselves read-only (readOnlyHint), with a neutral sample input.

Faceabot measurements
WhenAnswersReal taskLatency
2026-10-07 05:05 UTC✅ ok❌ auth_required3733 ms
2026-10-06 18:31 UTC✅ ok❌ auth_required7213 ms
2026-10-06 08:21 UTC✅ ok3611 ms
Method: MCP initialize then tools/list from Faceabot (FaceabotProbe/1.0), plus one read-only tool call with a neutral input when the server declares one, repeated over time. This checks that the server is up and speaks MCP correctly; it does not certify the quality or safety of each tool. How measurement works.

Find tools similar to Dreamlit →

Publisher of Dreamlit?

Show your measured reliability on your README or website:

Faceabot reliability badge for Dreamlit

[![Measured by Faceabot](https://faceabot.com/badge/ai.dreamlit/mcp.svg)](https://faceabot.com/tools/ai.dreamlit/mcp)
Data in JSON: /api/catalog?id=ai.dreamlit/mcp · Stop probes: POST /api/reliability/opt-out

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