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94,389 tools. Last updated 2026-03-27 11:48
  • Find substitute, equivalent, or cross-referenced part numbers. Queries PartsIQ database (34K+ cross-references from IQreseller) with static fallback. Covers HPE option/spare mappings, generation cross-refs, and Dell SKU/DP/N equivalents.
    Connector
  • Normalize an IT hardware part number into its canonical form. Handles HPE (B21/001/spare), Dell (400-XXXX, DP/N), and IBM/Lenovo (FRU/CCIN) formats. Critical for deduplication and accurate lookups in the TPM market.
    Connector
  • Verify a part number against OEM manufacturer websites for maximum confidence (1.0). Checks HPE PartSurfer, Dell Support, and Lenovo Parts Lookup. Returns verification status, OEM data, and confidence boost (+0.2 from DB level). Critical for achieving 100% PN confidence before quoting. Rate-limited for legal compliance (2s per domain, max 10 req/min).
    Connector
  • Report trial results to the Optuna MCP Server by providing trial numbers and values, enabling efficient hyperparameter optimization and analysis.
    MIT
  • Modify existing shapes in Draw.io diagrams by updating text, position, dimensions, or style properties using the cell ID. Only specified changes are applied while preserving other attributes.
    MIT

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