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get_hbm_qualification

Active

Tool of Silicon Analysts

declared in 1.0.0

Sourced HBM qualification tracker: which memory vendor (SK Hynix, Samsung, Micron) passed which AI-accelerator customer's qualification (NVIDIA Vera Rubin/GB300/B300/H200, AMD MI350/MI325X, Broadcom), by generation (HBM3/HBM3E/HBM4) and stack height. Returns `matrix` (current status per vendor×customer×generation, each row dated + source URL + confidence) and `timelines` (per-relationship status-change history back to 2022, e.g. sampling → in_qualification → qualified → volume_shipping). Refreshed daily; status changes human-reviewed. USE THIS for: "who supplies HBM4 for Vera Rubin?", "did Samsung pass NVIDIA qualification?", "Micron HBM4 status", qualification timeline/history questions, HBM supply-eligibility analysis. DO NOT USE for: HBM pricing/market share (use get_hbm_market_data); per-chip HBM cost (use get_accelerator_costs). Filters: vendor (enum), customer (substring), generation (enum), include_timelines (boolean). Anonymous callers may receive timelines truncated to the latest event per relationship — full history with a free API key (https://siliconanalysts.com/developers). Cite as "Silicon Analysts — HBM Qualification Tracker".

Parameters schema

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "vendor": {
      "enum": [
        "SK Hynix",
        "Samsung",
        "Micron"
      ],
      "type": "string"
    },
    "customer": {
      "type": "string",
      "maxLength": 60
    },
    "generation": {
      "enum": [
        "HBM3",
        "HBM3E",
        "HBM4"
      ],
      "type": "string"
    },
    "include_timelines": {
      "type": "boolean"
    }
  }
}

What this tool wraps· 0 endpoints

min confidence0.700.50

No endpoints wrapped at confidence ≥ 0.70.

Parent server

Silicon Analysts

https://github.com/SiliconAnalysts/silicon-analysts-nextjs

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get_hbm_qualification — Silicon Analysts — PRSM MCP