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dashAI (unofficial) MCP server

by Maarmapa·io.github.Maarmapa/dashai-mcp·v0.3.1
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Train, track and query models on a running dashAI instance. Read-oriented, no delete tools.

A92/100grade A
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Safety scan
A92/100

full report

Adoption
Growing

0 stars23 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

dashAI (unofficial) tools (10, 1 write)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • dashai_describe_dataset

    Returns everything needed to configure a training run over a dataset.

  • dashai_get_prediction

    Returns class counts for a finished prediction — never the rows.

  • dashai_get_runwrite action

    Returns the configuration and metrics of a training run.

  • dashai_job_status

    Polls the status of an enqueued job (training, prediction, explanation).

  • dashai_list_components

    Lists the registered components: models, metrics, tasks and optimizers.

  • dashai_list_datasets

    Lists the datasets loaded in dashAI.

  • dashai_list_runs

    Lists the recorded training runs, with their status.

  • dashai_predict

    Enqueues a prediction using the model of an already finished run.

  • dashai_server_info

    Checks that dashAI is running and summarizes what is loaded.

  • dashai_train_model

    Trains a model on a dataset and returns the id of the enqueued job.

Public scan report

scanner v0.1.5 · 2026-09-19 · same rubric, same numbers if you re-run it

no findings
  • Code scan6 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 4 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 92/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

Install directly

claude mcp add dashai-mcp -- uvx dashai-mcp
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dashAI (unofficial): common questions

Is dashAI (unofficial) MCP server safe?
Yes, by our scan: it is graded A (92/100). Read the dashAI (unofficial) safety report
How do I install dashAI (unofficial)?
It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
Does dashAI (unofficial) need an API key?
No secret keys are declared. It reads 3 settings from the environment.
Is dashAI (unofficial) maintained?
The last commit was 5 days ago (2026-09-15). The latest release is v0.3.1.

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