bagel

Dependency freshness

Declared = lowest version the kit's dependency file (package.json, pyproject.toml or requirements.txt) allows. Latest = the npm "latest" tag or the newest PyPI release. TypeScript, the Stripe SDK, FastAPI and other 0.x packages are shown but not counted in the verdict.

What's in the stack

AI

MCP SDK

API layer

Pydantic

Detected from declared dependencies. A listed package means it's installed, not necessarily fully wired up.

What the README says you get

• AI
  Agent plugin skillsfour skills that teach the agent when and how to drive the server
• Analytics
  Auditable DuckDB SQLEvery calculation over your message data is DuckDB SQL, not model guesswork
• API
  MCP serverAn MCP server puts all of it in your LLM's hands
• Data
  ROS bag readingROS 1 `.bag` and ROS 2 `.db3` bags (reading, and the reduce / snippet writers)
• Data
  Automotive CAN and MDF4CAN captures (`.blf`, `.asc` + DBC) and ASAM MDF4
• Deploy
  pip and uvx install`pip` / `uvx` for recorded data, Docker images for live robots and the edge
• Deploy
  Cloud upload tasksGCS and Azure Blob upload tasks
• Other
  Plain-English data queriesask questions about robotics, drone, and IoT data in plain English
• Other
  Natural-language pipelinesone sentence becomes an auditable pipeline: previewed before a byte is written
• Other
  Live MQTT and InfluxDBLive MQTT (incl. Sparkplug B) and InfluxDB sources
• Other
  Rerun visualization exportRerun export

Extracted from the kit's README by a local AI model (deepseek-flash) on Oct 19, 2026. Every item is checked against an exact README quote; 3 unverifiable items were discarded. A README claim is the maker's description, not something we tested.