io.github.emilingemarkarlsson/the-data-labelers

The Data Labelers

Is the The Data Labelers MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-13.

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alive probed 2026-11-15 · unchanged since 2026-11-13 · HTTP 200

3tools

997tokens in Claude Opus 5.5

0.5 %of Claude's 200k window

0.4×the median server

1.6 sto initialize

657 msto list tools

Endpoint: https://datalabelers.theunnamedroads.com/api/mcp (streamable-http)
Host: datalabelers.theunnamedroads.com
Protocol: 2025-11-25
Reports itself as: the-data-labelers 1.0.1
Capabilities: tools
Instructions: none
Of a 1M window: <0.1 % of a 1M context window
Count: 997 tokens in Claude Opus 5.5, exact, measured 2026-11-13. With the Claude Code prefix mcp__…__ on each tool name: 1.0k. The o200k_base estimate is 568. Counted again when the tool definitions change. Method.
Website: https://datalabelers.theunnamedroads.com/mcp
Registry: active, updated 2026-11-11 · registry entry
Changes: 2 recorded, reachable in 2 of them. A row is added when the result, the tool count or the cost changes.

Most expensive tools

The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.76×.

Tool	≈ Claude tokens	o200k estimate	Share of this server
create_order	507	289	51 %
quote_job	298	170	30 %
get_offer	191	109	19 %

Servers that mention labelers.

We add a row when the result changes. A server with no change keeps its last row.

Probed	Result	Init	Tools	Claude	o200k
2026-11-13 11:35	alive	2.3 s	3	997	568
2026-11-12 11:46	alive	1.6 s	3	989	556

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.

Fixed something? Probe it now, with the same steps as the daily run. This page updates with the next daily run.