Qwen3_8_27B_reference_step – 1 MCP server offers this tool

What it usually takes

  • generated – in 1 of 1
  • gpu_seconds – in 1 of 1
  • history – in 1 of 1
  • max_new_tokens – in 1 of 1
  • message – in 1 of 1
  • reasoning_effort – in 1 of 1
  • temperature – in 1 of 1
  • top_k – in 1 of 1
  • top_p – in 1 of 1

No server marks it as only reading: treat it as able to change data.

From each publisher's own tool list. We never call a tool.

Servers

ServerInputsRead-only?
Qwen3.8 27B reference co.huggingface.bottlecapai/qwen3.8-27b-reference Advance one reply by a single ZeroGPU reservation. Call repeatedly to finish it. Returns: Streams {"ids", "seconds", "think_seconds"} for this call so far: the new token ids,, the decode time since this call's first new token, and when (on that clock), `</think>` (id 248069, which separates reasoning from the answer) was generated,, or null. Append the last "ids" to, `generated` and call again until the reply ends with an EOS id (248046 or 248044), or reaches max_new_tokens.generated,gpu_seconds,history,max_new_tokens,message,reasoning_effort,temperature,top_k,top_pNot stated