hugging-bay

Find runnable

find_runnable

Read-onlyIdempotent

Find models for a task and optional hardware budget, with licence labels and hosted-file plans. Use when you need these records. Example: {"task":"chat","hardware":"8gb-laptop"}. A download is not a tested run; omitted hardware leaves fit unknown. No match? Call request_feature.

Input Schema

TableJSON Schema

Name	Required	Description	Default
`ctx`	No	Requested context length in tokens.
`gpu`	No	Deprecated preset id; prefer hardware.
`task`	Yes	Task the model or service should perform.
`detail`	No	Summary rows by default. Use full for detailed rows, or get_artifact with a returned id; large results include bounded previews and detail links.	summary
`hardware`	No	Free text or preset: 8gb-laptop, 16gb-laptop, cpu-only, 8gb, rtx3070-8, rtx3060-12, apple-m-16. No default.
`commercial`	No	True to require recorded permission for commercial use.

Output Schema

TableJSON Schema

Name	Required	Description	Default
`note`	No
`alternatives`	No
`recommendation`	No

Schema Changelog

Changes observed during successful MCP inspections.

Changed5 schema fields changedOct 10, 2026

addedInput schema / properties / commercial / description

Added value: +"True to require recorded permission for commercial use."

addedInput schema / properties / ctx / description

Added value: +"Requested context length in tokens."

addedInput schema / properties / detail

Added value: +{
+  "default": "summary",
+  "description": "Summary rows by default. Use full for detailed rows, or get_artifact with a returned id; large results include bounded previews and detail links.",
+  "enum": [
+    "summary",
+    "full"
+  ],
+  "type": "string"
+}

addedInput schema / properties / task / description

Added value: +"Task the model or service should perform."

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "additionalProperties": true,
+  "properties": {
+    "alternatives": {
+      "items": {
+        "anyOf": [
+          {
+            "additionalProperties": true,
+            "properties": {
+              "board": {
+                "type": "object"
+              },
+              "details": {
+                "properties": {
+                  "href": {
+                    "type": "string"
+                  },
+                  "tool": {
+                    "const": "get_artifact"
+                  }
+                },
+                "required": [
+                  "href",
+                  "tool"
+                ],
+                "type": "object"
+              },
+              "downloadable": {
+                "type": [
+                  "boolean",
+                  "null"
+                ]
+              },
+              "hosted": {
+                "type": [
+                  "boolean",
+                  "null"
+                ]
+              },
+              "id": {
+                "type": "string"
+              },
+              "licenseLabel": {
+                "type": "string"
+              },
+              "name": {
+                "type": "string"
+              },
+              "next_call": {
+                "type": "object"
+              },
+              "sizeBytes": {
+                "type": [
+                  "number",
+                  "null"
+                ]
+              },
+              "task": {
+                "type": [
+                  "string",
+                  "null"
+                ]
+              }
+            },
+            "required": [
+              "id",
+              "name",
+              "task",
+              "sizeBytes",
+              "licenseLabel",
+              "hosted",
+              "downloadable",
+              "details"
+            ],
+            "type": "object"
+          },
+          {
+            "description": "Full details when detail is full, or a separate service handoff.",
+            "type": "object"
+          }
+        ]
+      },
+      "type": "array"
+    },
+    "note": {
+      "properties": {
+        "summary": {
+          "type": "string"
+        }
+      },
+      "type": "object"
+    },
+    "recommendation": {
+      "anyOf": [
+        {
+          "anyOf": [
+            {
+              "additionalProperties": true,
+              "properties": {
+                "board": {
+                  "type": "object"
+                },
+                "details": {
+                  "properties": {
+                    "href": {
+                      "type": "string"
+                    },
+                    "tool": {
+                      "const": "get_artifact"
+                    }
+                  },
+                  "required": [
+                    "href",
+                    "tool"
+                  ],
+                  "type": "object"
+                },
+                "downloadable": {
+                  "type": [
+                    "boolean",
+                    "null"
+                  ]
+                },
+                "hosted": {
+                  "type": [
+                    "boolean",
+                    "null"
+                  ]
+                },
+                "id": {
+                  "type": "string"
+                },
+                "licenseLabel": {
+                  "type": "string"
+                },
+                "name": {
+                  "type": "string"
+                },
+                "next_call": {
+                  "type": "object"
+                },
+                "sizeBytes": {
+                  "type": [
+                    "number",
+                    "null"
+                  ]
+                },
+                "task": {
+                  "type": [
+                    "string",
+                    "null"
+                  ]
+                }
+              },
+              "required": [
+                "id",
+                "name",
+                "task",
+                "sizeBytes",
+                "licenseLabel",
+                "hosted",
+                "downloadable",
+                "details"
+              ],
+              "type": "object"
+            },
+            {
+              "description": "Full details when detail is full, or a separate service handoff.",
+              "type": "object"
+            }
+          ]
+        },
+        {
+          "type": "null"
+        }
+      ]
+    }
+  },
+  "type": "object"
+}

AddedOct 2, 2026

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