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Bagel

Query robotics, drone and IoT log data in plain English through an MCP server

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Bagel is an open-source MCP server for querying robotics, drone, automotive and IoT log data in plain language. It reads formats such as ROS bags, MCAP, PX4 and ArduPilot logs, MQTT and time-series databases, answers with auditable SQL, and can build pipelines that keep only the data around detected events.

Categories
Robotics toolingData analysisDeveloper tools

Full match profile

Behind the summary, Matchbox keeps a richer profile of Bagel - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

  • Problem & pain-point mapping
  • Who we surface it to (audience fit)
  • What it's a strong alternative to
  • Trust & credibility signals

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