Roboto

npx add-mcp 'https://mcp.roboto.ai/mcp'

Roboto documentation

Roboto analyzes your robotics data, so you know how your robots behave, why they fail, and what to improve. Install the CLI to get started.

curl -fsSL https://roboto.ai/install.sh | bash

powershell -ExecutionPolicy ByPass -c "irm https://roboto.ai/install.ps1 | iex"

Quick start

Install the CLI, create a dataset, and upload your first ROS bag or PX4 log in minutes.

Agents

Ask what happened, then have an Agent triage every new run. In the app, Slack, or your coding tool.

Concepts

Datasets, files, topics, events, Actions, and Agents, and how they fit together.

Reference

The Python SDK, CLI, REST API, RoboQL, and configuration files.

What do you want to do?

Find out why a run failed

Ask an Agent about one failed run, then have it triage every new one.

Have we seen this before?

Highlight a pattern in one run and find every other run where it happened.

Run checks on every upload

A Trigger runs your Actions on each log as it’s ingested, to tag, check, and report on it.

Process data with code

Package a script as an Action and run it on every log using managed compute.

Curate training data

Mark the moments you care about and export them to LeRobot.

Chat with your data

Ask in plain language and get answers that link to the exact data they came from.

The building blocks

Datasets

The files from one flight, mission, or run, with the tags and metadata you search by.

Events

Mark a span of time worth looking at, on a dataset, file, topic, or message path.

Collections

Group datasets, files, or events into a versioned set you can hand to a training pipeline.

Agents

Search, analyze, triage, and annotate your data in conversation or automatically.

Actions

Run your own processing on managed compute, on demand or on a Trigger.

RoboQL

Find datasets, files, topics, message paths, and events with a query.

Go deeper

What can Agents do?

Search and analyze your data in conversation, and do verifiable work like triaging datasets.

How do Actions work?

Your code in a container, run by hand or by a Trigger when new data is ingested.

What are Collections?

Versioned sets of datasets, files, or events, such as the episodes of a training set.

Join the Discord

Ask questions and compare notes with other robotics teams using Roboto.

Join Discord

Need help?

Ask the Roboto team about your data, your account, or anything the docs don't cover.

Talk to us