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Glama

SKUit Network & Security Catalog

Search catalog platforms by port demand

catalog_search_platforms
Read-onlyIdempotent

Find published platforms that can serve a port demand (for example 60×100G plus 4×400G for a data-center top-of-rack switch), closest fit first: fewest spare ports, then fewest rack units, then least capacity headroom. Each result explains the fit and lists caveats (breakout cables, a non-default port mode, port-pairing rules) that you should pass on to the user. Also reports how many platforms of the use case meet the demand, how many could not be evaluated, and the nearest misses when nothing fits. Answers carry catalog_url (the public catalog page) and build_bom_url (Open in SKUit to build a full bill of materials; the builder requires a SKUit account).

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "use_case_id": "<use_case_id>",
      "port_requirements": "<port_requirements>"
    },
    "name": "catalog_search_platforms"
  }
}

Input Schema

NameRequiredDescriptionDefault
limitNoHow many results (default 5, max 10).
vendorsNoOnly these vendors. Case-insensitive, on whole words: "Juniper" matches "Juniper Networks". An unknown name is reported back with the vendors that do have platforms for the use case.
form_factorNoOnly this form factor, e.g. "fixed" or "modular".
use_case_idYesDeployment role: "campus-access" (Campus access layer), "dc-tor" (ToR & Leaf), "dc-core" (DC core / spine), "wan-edge" (WAN edge / branch), "smb" (SMB / small campus), "campus-dist" (Campus distribution), "load-balancer" (Security Appliances), "ai-fabric" (AI fabric).
poe_requiredNoOnly platforms that supply PoE.
max_rack_unitsNoOnly platforms at most this many rack units tall.
port_requirementsYesThe ports needed, one row per speed.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed4 schema fields changed
    • addedInput schema / properties / vendors / items / anyOf
      Added value: +[
      +  {
      +    "enum": [
      +      "Arista",
      +      "Cisco",
      +      "F5",
      +      "Juniper Networks",
      +      "NVIDIA",
      +      "Nokia"
      +    ],
      +    "type": "string"
      +  },
      +  {
      +    "maxLength": 60,
      +    "minLength": 1,
      +    "type": "string"
      +  }
      +]
    • removedInput schema / properties / vendors / items / maxLength
      Removed value: -60
    • removedInput schema / properties / vendors / items / minLength
      Removed value: -1
    • removedInput schema / properties / vendors / items / type
      Removed value: -"string"
  2. Changed4 schema fields changed
    • removedInput schema / properties / vendors / items / anyOf
      Removed value: -[
      -  {
      -    "enum": [
      -      "Arista",
      -      "Cisco",
      -      "F5",
      -      "Juniper Networks",
      -      "NVIDIA",
      -      "Nokia"
      -    ],
      -    "type": "string"
      -  },
      -  {
      -    "maxLength": 60,
      -    "minLength": 1,
      -    "type": "string"
      -  }
      -]
    • addedInput schema / properties / vendors / items / maxLength
      Added value: +60
    • addedInput schema / properties / vendors / items / minLength
      Added value: +1
    • addedInput schema / properties / vendors / items / type
      Added value: +"string"
  3. Changed4 schema fields changed
    • addedInput schema / properties / vendors / items / anyOf
      Added value: +[
      +  {
      +    "enum": [
      +      "Arista",
      +      "Cisco",
      +      "F5",
      +      "Juniper Networks",
      +      "NVIDIA",
      +      "Nokia"
      +    ],
      +    "type": "string"
      +  },
      +  {
      +    "maxLength": 60,
      +    "minLength": 1,
      +    "type": "string"
      +  }
      +]
    • removedInput schema / properties / vendors / items / maxLength
      Removed value: -60
    • removedInput schema / properties / vendors / items / minLength
      Removed value: -1
    • removedInput schema / properties / vendors / items / type
      Removed value: -"string"
  4. Changed4 schema fields changed
    • removedInput schema / properties / vendors / items / anyOf
      Removed value: -[
      -  {
      -    "enum": [
      -      "Arista",
      -      "Cisco",
      -      "F5",
      -      "Juniper Networks",
      -      "NVIDIA",
      -      "Nokia"
      -    ],
      -    "type": "string"
      -  },
      -  {
      -    "maxLength": 60,
      -    "minLength": 1,
      -    "type": "string"
      -  }
      -]
    • addedInput schema / properties / vendors / items / maxLength
      Added value: +60
    • addedInput schema / properties / vendors / items / minLength
      Added value: +1
    • addedInput schema / properties / vendors / items / type
      Added value: +"string"
  5. Changed4 schema fields changed
    • addedInput schema / properties / vendors / items / anyOf
      Added value: +[
      +  {
      +    "enum": [
      +      "Arista",
      +      "Cisco",
      +      "F5",
      +      "Juniper Networks",
      +      "NVIDIA",
      +      "Nokia"
      +    ],
      +    "type": "string"
      +  },
      +  {
      +    "maxLength": 60,
      +    "minLength": 1,
      +    "type": "string"
      +  }
      +]
    • removedInput schema / properties / vendors / items / maxLength
      Removed value: -60
    • removedInput schema / properties / vendors / items / minLength
      Removed value: -1
    • removedInput schema / properties / vendors / items / type
      Removed value: -"string"
  6. Changed4 schema fields changed
    • removedInput schema / properties / vendors / items / anyOf
      Removed value: -[
      -  {
      -    "enum": [
      -      "Arista",
      -      "Cisco",
      -      "F5",
      -      "Juniper Networks",
      -      "NVIDIA",
      -      "Nokia"
      -    ],
      -    "type": "string"
      -  },
      -  {
      -    "maxLength": 60,
      -    "minLength": 1,
      -    "type": "string"
      -  }
      -]
    • addedInput schema / properties / vendors / items / maxLength
      Added value: +60
    • addedInput schema / properties / vendors / items / minLength
      Added value: +1
    • addedInput schema / properties / vendors / items / type
      Added value: +"string"
  7. Changed4 schema fields changed
    • addedInput schema / properties / vendors / items / anyOf
      Added value: +[
      +  {
      +    "enum": [
      +      "Arista",
      +      "Cisco",
      +      "F5",
      +      "Juniper Networks",
      +      "NVIDIA",
      +      "Nokia"
      +    ],
      +    "type": "string"
      +  },
      +  {
      +    "maxLength": 60,
      +    "minLength": 1,
      +    "type": "string"
      +  }
      +]
    • removedInput schema / properties / vendors / items / maxLength
      Removed value: -60
    • removedInput schema / properties / vendors / items / minLength
      Removed value: -1
    • removedInput schema / properties / vendors / items / type
      Removed value: -"string"
  8. Changed4 schema fields changed
    • removedInput schema / properties / vendors / items / anyOf
      Removed value: -[
      -  {
      -    "enum": [
      -      "Arista",
      -      "Cisco",
      -      "F5",
      -      "Juniper Networks",
      -      "NVIDIA",
      -      "Nokia"
      -    ],
      -    "type": "string"
      -  },
      -  {
      -    "maxLength": 60,
      -    "minLength": 1,
      -    "type": "string"
      -  }
      -]
    • addedInput schema / properties / vendors / items / maxLength
      Added value: +60
    • addedInput schema / properties / vendors / items / minLength
      Added value: +1
    • addedInput schema / properties / vendors / items / type
      Added value: +"string"
  9. Changed4 schema fields changed
    • addedInput schema / properties / vendors / items / anyOf
      Added value: +[
      +  {
      +    "enum": [
      +      "Arista",
      +      "Cisco",
      +      "F5",
      +      "Juniper Networks",
      +      "NVIDIA",
      +      "Nokia"
      +    ],
      +    "type": "string"
      +  },
      +  {
      +    "maxLength": 60,
      +    "minLength": 1,
      +    "type": "string"
      +  }
      +]
    • removedInput schema / properties / vendors / items / maxLength
      Removed value: -60
    • removedInput schema / properties / vendors / items / minLength
      Removed value: -1
    • removedInput schema / properties / vendors / items / type
      Removed value: -"string"
  10. Changed4 schema fields changed
    • removedInput schema / properties / vendors / items / anyOf
      Removed value: -[
      -  {
      -    "enum": [
      -      "Arista",
      -      "Cisco",
      -      "F5",
      -      "Juniper Networks",
      -      "NVIDIA",
      -      "Nokia"
      -    ],
      -    "type": "string"
      -  },
      -  {
      -    "maxLength": 60,
      -    "minLength": 1,
      -    "type": "string"
      -  }
      -]
    • addedInput schema / properties / vendors / items / maxLength
      Added value: +60
    • addedInput schema / properties / vendors / items / minLength
      Added value: +1
    • addedInput schema / properties / vendors / items / type
      Added value: +"string"
  11. Changed4 schema fields changed
    • addedInput schema / properties / vendors / items / anyOf
      Added value: +[
      +  {
      +    "enum": [
      +      "Arista",
      +      "Cisco",
      +      "F5",
      +      "Juniper Networks",
      +      "NVIDIA",
      +      "Nokia"
      +    ],
      +    "type": "string"
      +  },
      +  {
      +    "maxLength": 60,
      +    "minLength": 1,
      +    "type": "string"
      +  }
      +]
    • removedInput schema / properties / vendors / items / maxLength
      Removed value: -60
    • removedInput schema / properties / vendors / items / minLength
      Removed value: -1
    • removedInput schema / properties / vendors / items / type
      Removed value: -"string"
  12. Changed4 schema fields changed
    • removedInput schema / properties / vendors / items / anyOf
      Removed value: -[
      -  {
      -    "enum": [
      -      "Arista",
      -      "Cisco",
      -      "F5",
      -      "Juniper Networks",
      -      "NVIDIA",
      -      "Nokia"
      -    ],
      -    "type": "string"
      -  },
      -  {
      -    "maxLength": 60,
      -    "minLength": 1,
      -    "type": "string"
      -  }
      -]
    • addedInput schema / properties / vendors / items / maxLength
      Added value: +60
    • addedInput schema / properties / vendors / items / minLength
      Added value: +1
    • addedInput schema / properties / vendors / items / type
      Added value: +"string"
  13. Changed4 schema fields changed
    • addedInput schema / properties / vendors / items / anyOf
      Added value: +[
      +  {
      +    "enum": [
      +      "Arista",
      +      "Cisco",
      +      "F5",
      +      "Juniper Networks",
      +      "NVIDIA",
      +      "Nokia"
      +    ],
      +    "type": "string"
      +  },
      +  {
      +    "maxLength": 60,
      +    "minLength": 1,
      +    "type": "string"
      +  }
      +]
    • removedInput schema / properties / vendors / items / maxLength
      Removed value: -60
    • removedInput schema / properties / vendors / items / minLength
      Removed value: -1
    • removedInput schema / properties / vendors / items / type
      Removed value: -"string"
  14. Changed4 schema fields changed
    • removedInput schema / properties / vendors / items / anyOf
      Removed value: -[
      -  {
      -    "enum": [
      -      "Arista",
      -      "Cisco",
      -      "F5",
      -      "Juniper Networks",
      -      "NVIDIA",
      -      "Nokia"
      -    ],
      -    "type": "string"
      -  },
      -  {
      -    "maxLength": 60,
      -    "minLength": 1,
      -    "type": "string"
      -  }
      -]
    • addedInput schema / properties / vendors / items / maxLength
      Added value: +60
    • addedInput schema / properties / vendors / items / minLength
      Added value: +1
    • addedInput schema / properties / vendors / items / type
      Added value: +"string"
  15. Changed4 schema fields changed
    • addedInput schema / properties / vendors / items / anyOf
      Added value: +[
      +  {
      +    "enum": [
      +      "Arista",
      +      "Cisco",
      +      "F5",
      +      "Juniper Networks",
      +      "NVIDIA",
      +      "Nokia"
      +    ],
      +    "type": "string"
      +  },
      +  {
      +    "maxLength": 60,
      +    "minLength": 1,
      +    "type": "string"
      +  }
      +]
    • removedInput schema / properties / vendors / items / maxLength
      Removed value: -60
    • removedInput schema / properties / vendors / items / minLength
      Removed value: -1
    • removedInput schema / properties / vendors / items / type
      Removed value: -"string"
  16. Changed4 schema fields changed
    • removedInput schema / properties / vendors / items / anyOf
      Removed value: -[
      -  {
      -    "enum": [
      -      "Arista",
      -      "Cisco",
      -      "F5",
      -      "Juniper Networks",
      -      "NVIDIA",
      -      "Nokia"
      -    ],
      -    "type": "string"
      -  },
      -  {
      -    "maxLength": 60,
      -    "minLength": 1,
      -    "type": "string"
      -  }
      -]
    • addedInput schema / properties / vendors / items / maxLength
      Added value: +60
    • addedInput schema / properties / vendors / items / minLength
      Added value: +1
    • addedInput schema / properties / vendors / items / type
      Added value: +"string"
  17. Changed4 schema fields changed
    • addedInput schema / properties / vendors / items / anyOf
      Added value: +[
      +  {
      +    "enum": [
      +      "Arista",
      +      "Cisco",
      +      "F5",
      +      "Juniper Networks",
      +      "NVIDIA",
      +      "Nokia"
      +    ],
      +    "type": "string"
      +  },
      +  {
      +    "maxLength": 60,
      +    "minLength": 1,
      +    "type": "string"
      +  }
      +]
    • removedInput schema / properties / vendors / items / maxLength
      Removed value: -60
    • removedInput schema / properties / vendors / items / minLength
      Removed value: -1
    • removedInput schema / properties / vendors / items / type
      Removed value: -"string"
  18. Changed4 schema fields changed
    • removedInput schema / properties / vendors / items / anyOf
      Removed value: -[
      -  {
      -    "enum": [
      -      "Arista",
      -      "Cisco",
      -      "F5",
      -      "Juniper Networks",
      -      "NVIDIA",
      -      "Nokia"
      -    ],
      -    "type": "string"
      -  },
      -  {
      -    "maxLength": 60,
      -    "minLength": 1,
      -    "type": "string"
      -  }
      -]
    • addedInput schema / properties / vendors / items / maxLength
      Added value: +60
    • addedInput schema / properties / vendors / items / minLength
      Added value: +1
    • addedInput schema / properties / vendors / items / type
      Added value: +"string"
  19. Changed4 schema fields changed
    • addedInput schema / properties / vendors / items / anyOf
      Added value: +[
      +  {
      +    "enum": [
      +      "Arista",
      +      "Cisco",
      +      "F5",
      +      "Juniper Networks",
      +      "NVIDIA",
      +      "Nokia"
      +    ],
      +    "type": "string"
      +  },
      +  {
      +    "maxLength": 60,
      +    "minLength": 1,
      +    "type": "string"
      +  }
      +]
    • removedInput schema / properties / vendors / items / maxLength
      Removed value: -60
    • removedInput schema / properties / vendors / items / minLength
      Removed value: -1
    • removedInput schema / properties / vendors / items / type
      Removed value: -"string"
  20. Changed4 schema fields changed
    • removedInput schema / properties / vendors / items / anyOf
      Removed value: -[
      -  {
      -    "enum": [
      -      "Arista",
      -      "Cisco",
      -      "F5",
      -      "Juniper Networks",
      -      "NVIDIA",
      -      "Nokia"
      -    ],
      -    "type": "string"
      -  },
      -  {
      -    "maxLength": 60,
      -    "minLength": 1,
      -    "type": "string"
      -  }
      -]
    • addedInput schema / properties / vendors / items / maxLength
      Added value: +60
    • addedInput schema / properties / vendors / items / minLength
      Added value: +1
    • addedInput schema / properties / vendors / items / type
      Added value: +"string"
  21. Changed4 schema fields changed
    • addedInput schema / properties / vendors / items / anyOf
      Added value: +[
      +  {
      +    "enum": [
      +      "Arista",
      +      "Cisco",
      +      "F5",
      +      "Juniper Networks",
      +      "NVIDIA",
      +      "Nokia"
      +    ],
      +    "type": "string"
      +  },
      +  {
      +    "maxLength": 60,
      +    "minLength": 1,
      +    "type": "string"
      +  }
      +]
    • removedInput schema / properties / vendors / items / maxLength
      Removed value: -60
    • removedInput schema / properties / vendors / items / minLength
      Removed value: -1
    • removedInput schema / properties / vendors / items / type
      Removed value: -"string"
  22. Changed4 schema fields changed
    • removedInput schema / properties / vendors / items / anyOf
      Removed value: -[
      -  {
      -    "enum": [
      -      "Arista",
      -      "Cisco",
      -      "F5",
      -      "Juniper Networks",
      -      "NVIDIA",
      -      "Nokia"
      -    ],
      -    "type": "string"
      -  },
      -  {
      -    "maxLength": 60,
      -    "minLength": 1,
      -    "type": "string"
      -  }
      -]
    • addedInput schema / properties / vendors / items / maxLength
      Added value: +60
    • addedInput schema / properties / vendors / items / minLength
      Added value: +1
    • addedInput schema / properties / vendors / items / type
      Added value: +"string"
  23. Changed4 schema fields changed
    • addedInput schema / properties / vendors / items / anyOf
      Added value: +[
      +  {
      +    "enum": [
      +      "Arista",
      +      "Cisco",
      +      "F5",
      +      "Juniper Networks",
      +      "NVIDIA",
      +      "Nokia"
      +    ],
      +    "type": "string"
      +  },
      +  {
      +    "maxLength": 60,
      +    "minLength": 1,
      +    "type": "string"
      +  }
      +]
    • removedInput schema / properties / vendors / items / maxLength
      Removed value: -60
    • removedInput schema / properties / vendors / items / minLength
      Removed value: -1
    • removedInput schema / properties / vendors / items / type
      Removed value: -"string"
  24. Changed4 schema fields changed
    • removedInput schema / properties / vendors / items / anyOf
      Removed value: -[
      -  {
      -    "enum": [
      -      "Arista",
      -      "Cisco",
      -      "F5",
      -      "Juniper Networks",
      -      "NVIDIA",
      -      "Nokia"
      -    ],
      -    "type": "string"
      -  },
      -  {
      -    "maxLength": 60,
      -    "minLength": 1,
      -    "type": "string"
      -  }
      -]
    • addedInput schema / properties / vendors / items / maxLength
      Added value: +60
    • addedInput schema / properties / vendors / items / minLength
      Added value: +1
    • addedInput schema / properties / vendors / items / type
      Added value: +"string"
  25. Changed4 schema fields changed
    • addedInput schema / properties / vendors / items / anyOf
      Added value: +[
      +  {
      +    "enum": [
      +      "Arista",
      +      "Cisco",
      +      "F5",
      +      "Juniper Networks",
      +      "NVIDIA",
      +      "Nokia"
      +    ],
      +    "type": "string"
      +  },
      +  {
      +    "maxLength": 60,
      +    "minLength": 1,
      +    "type": "string"
      +  }
      +]
    • removedInput schema / properties / vendors / items / maxLength
      Removed value: -60
    • removedInput schema / properties / vendors / items / minLength
      Removed value: -1
    • removedInput schema / properties / vendors / items / type
      Removed value: -"string"
  26. Changed4 schema fields changed
    • removedInput schema / properties / vendors / items / anyOf
      Removed value: -[
      -  {
      -    "enum": [
      -      "Arista",
      -      "Cisco",
      -      "F5",
      -      "Juniper Networks",
      -      "NVIDIA",
      -      "Nokia"
      -    ],
      -    "type": "string"
      -  },
      -  {
      -    "maxLength": 60,
      -    "minLength": 1,
      -    "type": "string"
      -  }
      -]
    • addedInput schema / properties / vendors / items / maxLength
      Added value: +60
    • addedInput schema / properties / vendors / items / minLength
      Added value: +1
    • addedInput schema / properties / vendors / items / type
      Added value: +"string"
  27. Changed4 schema fields changed
    • addedInput schema / properties / vendors / items / anyOf
      Added value: +[
      +  {
      +    "enum": [
      +      "Arista",
      +      "Cisco",
      +      "F5",
      +      "Juniper Networks",
      +      "NVIDIA",
      +      "Nokia"
      +    ],
      +    "type": "string"
      +  },
      +  {
      +    "maxLength": 60,
      +    "minLength": 1,
      +    "type": "string"
      +  }
      +]
    • removedInput schema / properties / vendors / items / maxLength
      Removed value: -60
    • removedInput schema / properties / vendors / items / minLength
      Removed value: -1
    • removedInput schema / properties / vendors / items / type
      Removed value: -"string"
  28. Changed4 schema fields changed
    • removedInput schema / properties / vendors / items / anyOf
      Removed value: -[
      -  {
      -    "enum": [
      -      "Arista",
      -      "Cisco",
      -      "F5",
      -      "Juniper Networks",
      -      "NVIDIA",
      -      "Nokia"
      -    ],
      -    "type": "string"
      -  },
      -  {
      -    "maxLength": 60,
      -    "minLength": 1,
      -    "type": "string"
      -  }
      -]
    • addedInput schema / properties / vendors / items / maxLength
      Added value: +60
    • addedInput schema / properties / vendors / items / minLength
      Added value: +1
    • addedInput schema / properties / vendors / items / type
      Added value: +"string"
  29. Changed4 schema fields changed
    • addedInput schema / properties / vendors / items / anyOf
      Added value: +[
      +  {
      +    "enum": [
      +      "Arista",
      +      "Cisco",
      +      "F5",
      +      "Juniper Networks",
      +      "NVIDIA",
      +      "Nokia"
      +    ],
      +    "type": "string"
      +  },
      +  {
      +    "maxLength": 60,
      +    "minLength": 1,
      +    "type": "string"
      +  }
      +]
    • removedInput schema / properties / vendors / items / maxLength
      Removed value: -60
    • removedInput schema / properties / vendors / items / minLength
      Removed value: -1
    • removedInput schema / properties / vendors / items / type
      Removed value: -"string"
  30. Changed4 schema fields changed
    • removedInput schema / properties / vendors / items / anyOf
      Removed value: -[
      -  {
      -    "enum": [
      -      "Arista",
      -      "Cisco",
      -      "F5",
      -      "Juniper Networks",
      -      "NVIDIA",
      -      "Nokia"
      -    ],
      -    "type": "string"
      -  },
      -  {
      -    "maxLength": 60,
      -    "minLength": 1,
      -    "type": "string"
      -  }
      -]
    • addedInput schema / properties / vendors / items / maxLength
      Added value: +60
    • addedInput schema / properties / vendors / items / minLength
      Added value: +1
    • addedInput schema / properties / vendors / items / type
      Added value: +"string"
  31. Changed4 schema fields changed
    • addedInput schema / properties / vendors / items / anyOf
      Added value: +[
      +  {
      +    "enum": [
      +      "Arista",
      +      "Cisco",
      +      "F5",
      +      "Juniper Networks",
      +      "NVIDIA",
      +      "Nokia"
      +    ],
      +    "type": "string"
      +  },
      +  {
      +    "maxLength": 60,
      +    "minLength": 1,
      +    "type": "string"
      +  }
      +]
    • removedInput schema / properties / vendors / items / maxLength
      Removed value: -60
    • removedInput schema / properties / vendors / items / minLength
      Removed value: -1
    • removedInput schema / properties / vendors / items / type
      Removed value: -"string"
  32. Changed4 schema fields changed
    • removedInput schema / properties / vendors / items / anyOf
      Removed value: -[
      -  {
      -    "enum": [
      -      "Arista",
      -      "Cisco",
      -      "F5",
      -      "Juniper Networks",
      -      "NVIDIA",
      -      "Nokia"
      -    ],
      -    "type": "string"
      -  },
      -  {
      -    "maxLength": 60,
      -    "minLength": 1,
      -    "type": "string"
      -  }
      -]
    • addedInput schema / properties / vendors / items / maxLength
      Added value: +60
    • addedInput schema / properties / vendors / items / minLength
      Added value: +1
    • addedInput schema / properties / vendors / items / type
      Added value: +"string"
  33. Changed4 schema fields changed
    • addedInput schema / properties / vendors / items / anyOf
      Added value: +[
      +  {
      +    "enum": [
      +      "Arista",
      +      "Cisco",
      +      "F5",
      +      "Juniper Networks",
      +      "NVIDIA",
      +      "Nokia"
      +    ],
      +    "type": "string"
      +  },
      +  {
      +    "maxLength": 60,
      +    "minLength": 1,
      +    "type": "string"
      +  }
      +]
    • removedInput schema / properties / vendors / items / maxLength
      Removed value: -60
    • removedInput schema / properties / vendors / items / minLength
      Removed value: -1
    • removedInput schema / properties / vendors / items / type
      Removed value: -"string"
  34. Changed1 schema field changed
    • changedInput schema / properties / use_case_id / description
      Previous value: -"Deployment role: \"campus-access\" (Campus access layer), \"dc-tor\" (ToR & Leaf), \"dc-core\" (DC core / spine), \"wan-edge\" (WAN edge / branch), \"smb\" (SMB / small campus), \"campus-dist\" (Campus distribution), \"load-balancer\" (Load balancer), \"ai-fabric\" (AI fabric)."New value: +"Deployment role: \"campus-access\" (Campus access layer), \"dc-tor\" (ToR & Leaf), \"dc-core\" (DC core / spine), \"wan-edge\" (WAN edge / branch), \"smb\" (SMB / small campus), \"campus-dist\" (Campus distribution), \"load-balancer\" (Security Appliances), \"ai-fabric\" (AI fabric)."
  35. Changed4 schema fields changed
    • removedInput schema / properties / vendors / items / anyOf
      Removed value: -[
      -  {
      -    "enum": [
      -      "Arista",
      -      "Cisco",
      -      "F5",
      -      "Juniper Networks",
      -      "NVIDIA",
      -      "Nokia"
      -    ],
      -    "type": "string"
      -  },
      -  {
      -    "maxLength": 60,
      -    "minLength": 1,
      -    "type": "string"
      -  }
      -]
    • addedInput schema / properties / vendors / items / maxLength
      Added value: +60
    • addedInput schema / properties / vendors / items / minLength
      Added value: +1
    • addedInput schema / properties / vendors / items / type
      Added value: +"string"
  36. Changed4 schema fields changed
    • addedInput schema / properties / vendors / items / anyOf
      Added value: +[
      +  {
      +    "enum": [
      +      "Arista",
      +      "Cisco",
      +      "F5",
      +      "Juniper Networks",
      +      "NVIDIA",
      +      "Nokia"
      +    ],
      +    "type": "string"
      +  },
      +  {
      +    "maxLength": 60,
      +    "minLength": 1,
      +    "type": "string"
      +  }
      +]
    • removedInput schema / properties / vendors / items / maxLength
      Removed value: -60
    • removedInput schema / properties / vendors / items / minLength
      Removed value: -1
    • removedInput schema / properties / vendors / items / type
      Removed value: -"string"
  37. Changed4 schema fields changed
    • removedInput schema / properties / vendors / items / anyOf
      Removed value: -[
      -  {
      -    "enum": [
      -      "Arista",
      -      "Cisco",
      -      "F5",
      -      "Juniper Networks",
      -      "NVIDIA",
      -      "Nokia"
      -    ],
      -    "type": "string"
      -  },
      -  {
      -    "maxLength": 60,
      -    "minLength": 1,
      -    "type": "string"
      -  }
      -]
    • addedInput schema / properties / vendors / items / maxLength
      Added value: +60
    • addedInput schema / properties / vendors / items / minLength
      Added value: +1
    • addedInput schema / properties / vendors / items / type
      Added value: +"string"
  38. Changed4 schema fields changed
    • addedInput schema / properties / vendors / items / anyOf
      Added value: +[
      +  {
      +    "enum": [
      +      "Arista",
      +      "Cisco",
      +      "F5",
      +      "Juniper Networks",
      +      "NVIDIA",
      +      "Nokia"
      +    ],
      +    "type": "string"
      +  },
      +  {
      +    "maxLength": 60,
      +    "minLength": 1,
      +    "type": "string"
      +  }
      +]
    • removedInput schema / properties / vendors / items / maxLength
      Removed value: -60
    • removedInput schema / properties / vendors / items / minLength
      Removed value: -1
    • removedInput schema / properties / vendors / items / type
      Removed value: -"string"
  39. Changed6 schema fields changed
    • changedInput schema / properties / use_case_id / description
      Previous value: -"Deployment role: \"campus-access\" (Campus access layer), \"dc-tor\" (ToR & Leaf), \"dc-core\" (DC core / spine), \"wan-edge\" (WAN edge / branch), \"smb\" (SMB / small campus), \"campus-dist\" (Campus distribution), \"load-balancer\" (Load balancer)."New value: +"Deployment role: \"campus-access\" (Campus access layer), \"dc-tor\" (ToR & Leaf), \"dc-core\" (DC core / spine), \"wan-edge\" (WAN edge / branch), \"smb\" (SMB / small campus), \"campus-dist\" (Campus distribution), \"load-balancer\" (Load balancer), \"ai-fabric\" (AI fabric)."
    • changedInput schema / properties / use_case_id / enum
      Previous value: -[
      -  "campus-access",
      -  "dc-tor",
      -  "dc-core",
      -  "wan-edge",
      -  "smb",
      -  "campus-dist",
      -  "load-balancer"
      -]New value: +[
      +  "campus-access",
      +  "dc-tor",
      +  "dc-core",
      +  "wan-edge",
      +  "smb",
      +  "campus-dist",
      +  "load-balancer",
      +  "ai-fabric"
      +]
    • removedInput schema / properties / vendors / items / anyOf
      Removed value: -[
      -  {
      -    "enum": [
      -      "Arista",
      -      "Cisco",
      -      "F5",
      -      "Juniper Networks",
      -      "NVIDIA",
      -      "Nokia"
      -    ],
      -    "type": "string"
      -  },
      -  {
      -    "maxLength": 60,
      -    "minLength": 1,
      -    "type": "string"
      -  }
      -]
    • addedInput schema / properties / vendors / items / maxLength
      Added value: +60
    • addedInput schema / properties / vendors / items / minLength
      Added value: +1
    • addedInput schema / properties / vendors / items / type
      Added value: +"string"
  40. Changed4 schema fields changed
    • addedInput schema / properties / vendors / items / anyOf
      Added value: +[
      +  {
      +    "enum": [
      +      "Arista",
      +      "Cisco",
      +      "F5",
      +      "Juniper Networks",
      +      "NVIDIA",
      +      "Nokia"
      +    ],
      +    "type": "string"
      +  },
      +  {
      +    "maxLength": 60,
      +    "minLength": 1,
      +    "type": "string"
      +  }
      +]
    • removedInput schema / properties / vendors / items / maxLength
      Removed value: -60
    • removedInput schema / properties / vendors / items / minLength
      Removed value: -1
    • removedInput schema / properties / vendors / items / type
      Removed value: -"string"
  41. Changed4 schema fields changed
    • removedInput schema / properties / vendors / items / anyOf
      Removed value: -[
      -  {
      -    "enum": [
      -      "Arista",
      -      "Cisco",
      -      "F5",
      -      "Juniper Networks",
      -      "NVIDIA",
      -      "Nokia"
      -    ],
      -    "type": "string"
      -  },
      -  {
      -    "maxLength": 60,
      -    "minLength": 1,
      -    "type": "string"
      -  }
      -]
    • addedInput schema / properties / vendors / items / maxLength
      Added value: +60
    • addedInput schema / properties / vendors / items / minLength
      Added value: +1
    • addedInput schema / properties / vendors / items / type
      Added value: +"string"
  42. Changed5 schema fields changed
    • changedInput schema / properties / vendors / description
      Previous value: -"Only these vendors (case-insensitive)."New value: +"Only these vendors. Case-insensitive, on whole words: \"Juniper\" matches \"Juniper Networks\". An unknown name is reported back with the vendors that do have platforms for the use case."
    • addedInput schema / properties / vendors / items / anyOf
      Added value: +[
      +  {
      +    "enum": [
      +      "Arista",
      +      "Cisco",
      +      "F5",
      +      "Juniper Networks",
      +      "NVIDIA",
      +      "Nokia"
      +    ],
      +    "type": "string"
      +  },
      +  {
      +    "maxLength": 60,
      +    "minLength": 1,
      +    "type": "string"
      +  }
      +]
    • removedInput schema / properties / vendors / items / maxLength
      Removed value: -60
    • removedInput schema / properties / vendors / items / minLength
      Removed value: -1
    • removedInput schema / properties / vendors / items / type
      Removed value: -"string"
  43. First observed

TDQS

A4.6/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already cover the safety profile (readOnly, idempotent, non-destructive, closed-world), yet the description adds substantial context beyond them: the exact ranking tiebreak order, that caveats are returned and should be passed on, aggregate counts of evaluable/unevaluable platforms, nearest-miss behavior, and the fact that build_bom_url requires a SKUit account (an auth prerequisite).

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two dense sentences, front-loaded with purpose and ranking logic, then return-shape details. Every clause carries information, though the second sentence is packed and could be split for scanability.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

There is no output schema, so the description must carry the return contract and it does: ranked results, per-result fit explanation and caveats, aggregate counts, nearest misses, catalog_url and build_bom_url. Combined with the 100%-covered input schema, an agent has everything needed to call and interpret this tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3, but the description earns extra credit by illustrating the shape of port_requirements with '60×100G plus 4×400G for a data-center top-of-rack switch,' which concretizes how to translate a real demand into the array. Other parameters (vendors, poe_required, max_rack_units) get no narrative support, so it stops short of a 5.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Starts with a specific verb+resource ('Find published platforms that can serve a port demand') and immediately defines the scope with a concrete example. An agent can distinguish this from catalog_get_platform (single platform lookup) and catalog_find_alternatives without opening any schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives clear context for when it applies: you have a use case and a set of port requirements and want ranked candidates. It also tells the agent to relay caveats to the user. However, it never names catalog_find_alternatives or states when that sibling is the better choice, so routing is left partly to inference.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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