io.github.WYRE-AI/roboshadow-mcp

RoboShadow

Is the RoboShadow MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-27.

MCP server for RoboShadow's Rubicon Platform Data API.

alive probed 2026-11-14 · unchanged since 2026-10-27

40tools

9.3ktokens in Claude Opus 5.5

4.7 %of Claude's 200k window

3.7×the median server

630 msto initialize

6 msto list tools

Run it: docker run -i --rm ghcr.io/wyre-ai/roboshadow-mcp:v1.0.2 (stdio, probed in a container with the network off)
Host: ghcr.io
Reports itself as: roboshadow-mcp 0.1.0
Capabilities: logging, tools
Instructions: none
Of a 1M window: 0.9 % of a 1M context window
Count: 9.3k tokens in Claude Opus 5.5, exact, measured 2026-10-27. With the Claude Code prefix mcp__…__ on each tool name: 9.9k. The o200k_base estimate is 5.1k. Counted again when the tool definitions change. Method.
Repository: https://github.com/WYRE-AI/roboshadow-mcp
Website: https://github.com/WYRE-AI/roboshadow-mcp
Registry: active, updated 2026-10-22 · registry entry

Most expensive tools

The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.82×.

Tool	≈ Claude tokens	o200k estimate	Share of this server
roboshadow_get_updates_report_by_device	580	319	6 %
roboshadow_get_device_updates	387	213	4 %
roboshadow_list_scan_status	380	209	4 %
roboshadow_list_devices	364	200	4 %
roboshadow_list_application_groups	344	189	4 %

Other registry entries on ghcr.io, the ones next to this name; all of them.

The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.

Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.