Rafid Intelligence Network

search_oman_company

Read-onlyIdempotent

Search structured Oman business records by name, registration number, governorate, wilayat and/or industry, returning candidate companies ranked by deterministic identity-match confidence. When: Use before company analysis or due diligence when the exact company identity is uncertain, or to find candidate Oman companies matching a name or registration number. Selection: supporting; prefer for Use before company analysis or due diligence when the exact company identity is uncertain, or to find candidate Oman companies matching a name or registration number.. Input is a strict JSON object; see the schema. Price: $0.05 USD per call. No free preview is advertised for this capability. Full execution is paid per call via x402; an unpaid MCP call returns payment instructions.

Input Schema

Name	Required	Description	Default
`limit`	No
`query`	Yes
`wilayat`	No
`industry`	No
`governorate`	No

Output Schema

Name	Required	Description	Default
No arguments

Schema Changelog

Changes observed during successful MCP inspections.

Changed4 schema fields changedNov 1, 2026

removedOutput schema / additionalProperties
```
Removed value: -false
```

addedOutput schema / anyOf

Added value: +[
+  {
+    "additionalProperties": false,
+    "properties": {
+      "matches": {
+        "items": {
+          "additionalProperties": false,
+          "properties": {
+            "companyId": {
+              "type": "string"
+            },
+            "companyName": {
+              "type": "string"
+            },
+            "confidence": {
+              "maximum": 1,
+              "minimum": 0,
+              "type": "number"
+            },
+            "governorate": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "industry": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "legalType": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "normalizedName": {
+              "type": "string"
+            },
+            "status": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "website": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "wilayat": {
+              "type": [
+                "string",
+                "null"
+              ]
+            }
+          },
+          "required": [
+            "companyId",
+            "companyName",
+            "normalizedName",
+            "legalType",
+            "industry",
+            "governorate",
+            "wilayat",
+            "status",
+            "website",
+            "confidence"
+          ],
+          "type": "object"
+        },
+        "type": "array"
+      },
+      "totalMatches": {
+        "maximum": 9007199254740991,
+        "minimum": -9007199254740991,
+        "type": "integer"
+      }
+    },
+    "required": [
+      "matches",
+      "totalMatches"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "nextAction": {
+        "additionalProperties": false,
+        "properties": {
+          "instruction": {
+            "type": "string"
+          },
+          "target": {
+            "enum": [
+              "x402_endpoint",
+              "mcp_credits_endpoint",
+              "payment_endpoint",
+              "unavailable"
+            ],
+            "type": "string"
+          },
+          "type": {
+            "enum": [
+              "pay_and_retry",
+              "authorize_and_use_mcp_credits",
+              "payment_unavailable"
+            ],
+            "type": "string"
+          }
+        },
+        "required": [
+          "type",
+          "target",
+          "instruction"
+        ],
+        "type": "object"
+      },
+      "payment": {
+        "additionalProperties": false,
+        "properties": {
+          "endpoint": {
+            "type": [
+              "string",
+              "null"
+            ]
+          },
+          "method": {
+            "const": "POST",
+            "type": "string"
+          },
+          "retrySameBody": {
+            "const": true,
+            "type": "boolean"
+          }
+        },
+        "required": [
+          "endpoint",
+          "method",
+          "retrySameBody"
+        ],
+        "type": "object"
+      },
+      "paymentGuidance": {},
+      "preview": {
+        "additionalProperties": false,
+        "properties": {
+          "fullResultAvailable": {
+            "const": true,
+            "type": "boolean"
+          },
+          "inputAccepted": {
+            "const": true,
+            "type": "boolean"
+          },
+          "summary": {
+            "type": "string"
+          },
+          "useCases": {
+            "items": {
+              "type": "string"
+            },
+            "type": "array"
+          }
+        },
+        "required": [
+          "inputAccepted",
+          "fullResultAvailable",
+          "summary",
+          "useCases"
+        ],
+        "type": "object"
+      },
+      "price": {
+        "additionalProperties": false,
+        "properties": {
+          "amount": {
+            "minimum": 0,
+            "type": "number"
+          },
+          "currency": {
+            "type": "string"
+          },
+          "protocol": {
+            "enum": [
+              "x402",
+              "api_credits",
+              "subscription",
+              "l402",
+              "mpp",
+              "unavailable"
+            ],
+            "type": "string"
+          }
+        },
+        "required": [
+          "amount",
+          "currency",
+          "protocol"
+        ],
+        "type": "object"
+      },
+      "requestId": {
+        "type": "string"
+      },
+      "status": {
+        "const": "payment_required",
+        "type": "string"
+      },
+      "tool": {
+        "type": "string"
+      }
+    },
+    "required": [
+      "status",
+      "tool",
+      "requestId",
+      "price",
+      "preview",
+      "payment",
+      "nextAction"
+    ],
+    "type": "object"
+  }
+]

removedOutput schema / properties

Removed value: -{
-  "matches": {
-    "items": {
-      "additionalProperties": false,
-      "properties": {
-        "companyId": {
-          "type": "string"
-        },
-        "companyName": {
-          "type": "string"
-        },
-        "confidence": {
-          "maximum": 1,
-          "minimum": 0,
-          "type": "number"
-        },
-        "governorate": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "industry": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "legalType": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "normalizedName": {
-          "type": "string"
-        },
-        "status": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "website": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "wilayat": {
-          "type": [
-            "string",
-            "null"
-          ]
-        }
-      },
-      "required": [
-        "companyId",
-        "companyName",
-        "normalizedName",
-        "legalType",
-        "industry",
-        "governorate",
-        "wilayat",
-        "status",
-        "website",
-        "confidence"
-      ],
-      "type": "object"
-    },
-    "type": "array"
-  },
-  "totalMatches": {
-    "maximum": 9007199254740991,
-    "minimum": -9007199254740991,
-    "type": "integer"
-  }
-}

removedOutput schema / required

Removed value: -[
-  "matches",
-  "totalMatches"
-]

Changed4 schema fields changedOct 28, 2026

addedOutput schema / additionalProperties
```
Added value: +false
```

removedOutput schema / anyOf

Removed value: -[
-  {
-    "additionalProperties": false,
-    "properties": {
-      "matches": {
-        "items": {
-          "additionalProperties": false,
-          "properties": {
-            "companyId": {
-              "type": "string"
-            },
-            "companyName": {
-              "type": "string"
-            },
-            "confidence": {
-              "maximum": 1,
-              "minimum": 0,
-              "type": "number"
-            },
-            "governorate": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "industry": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "legalType": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "normalizedName": {
-              "type": "string"
-            },
-            "status": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "website": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "wilayat": {
-              "type": [
-                "string",
-                "null"
-              ]
-            }
-          },
-          "required": [
-            "companyId",
-            "companyName",
-            "normalizedName",
-            "legalType",
-            "industry",
-            "governorate",
-            "wilayat",
-            "status",
-            "website",
-            "confidence"
-          ],
-          "type": "object"
-        },
-        "type": "array"
-      },
-      "totalMatches": {
-        "maximum": 9007199254740991,
-        "minimum": -9007199254740991,
-        "type": "integer"
-      }
-    },
-    "required": [
-      "matches",
-      "totalMatches"
-    ],
-    "type": "object"
-  },
-  {
-    "additionalProperties": false,
-    "properties": {
-      "nextAction": {
-        "additionalProperties": false,
-        "properties": {
-          "instruction": {
-            "type": "string"
-          },
-          "target": {
-            "enum": [
-              "x402_endpoint",
-              "mcp_credits_endpoint",
-              "payment_endpoint",
-              "unavailable"
-            ],
-            "type": "string"
-          },
-          "type": {
-            "enum": [
-              "pay_and_retry",
-              "authorize_and_use_mcp_credits",
-              "payment_unavailable"
-            ],
-            "type": "string"
-          }
-        },
-        "required": [
-          "type",
-          "target",
-          "instruction"
-        ],
-        "type": "object"
-      },
-      "payment": {
-        "additionalProperties": false,
-        "properties": {
-          "endpoint": {
-            "type": [
-              "string",
-              "null"
-            ]
-          },
-          "method": {
-            "const": "POST",
-            "type": "string"
-          },
-          "retrySameBody": {
-            "const": true,
-            "type": "boolean"
-          }
-        },
-        "required": [
-          "endpoint",
-          "method",
-          "retrySameBody"
-        ],
-        "type": "object"
-      },
-      "paymentGuidance": {},
-      "preview": {
-        "additionalProperties": false,
-        "properties": {
-          "fullResultAvailable": {
-            "const": true,
-            "type": "boolean"
-          },
-          "inputAccepted": {
-            "const": true,
-            "type": "boolean"
-          },
-          "summary": {
-            "type": "string"
-          },
-          "useCases": {
-            "items": {
-              "type": "string"
-            },
-            "type": "array"
-          }
-        },
-        "required": [
-          "inputAccepted",
-          "fullResultAvailable",
-          "summary",
-          "useCases"
-        ],
-        "type": "object"
-      },
-      "price": {
-        "additionalProperties": false,
-        "properties": {
-          "amount": {
-            "minimum": 0,
-            "type": "number"
-          },
-          "currency": {
-            "type": "string"
-          },
-          "protocol": {
-            "enum": [
-              "x402",
-              "api_credits",
-              "subscription",
-              "l402",
-              "mpp",
-              "unavailable"
-            ],
-            "type": "string"
-          }
-        },
-        "required": [
-          "amount",
-          "currency",
-          "protocol"
-        ],
-        "type": "object"
-      },
-      "requestId": {
-        "type": "string"
-      },
-      "status": {
-        "const": "payment_required",
-        "type": "string"
-      },
-      "tool": {
-        "type": "string"
-      }
-    },
-    "required": [
-      "status",
-      "tool",
-      "requestId",
-      "price",
-      "preview",
-      "payment",
-      "nextAction"
-    ],
-    "type": "object"
-  }
-]

addedOutput schema / properties

Added value: +{
+  "matches": {
+    "items": {
+      "additionalProperties": false,
+      "properties": {
+        "companyId": {
+          "type": "string"
+        },
+        "companyName": {
+          "type": "string"
+        },
+        "confidence": {
+          "maximum": 1,
+          "minimum": 0,
+          "type": "number"
+        },
+        "governorate": {
+          "type": [
+            "string",
+            "null"
+          ]
+        },
+        "industry": {
+          "type": [
+            "string",
+            "null"
+          ]
+        },
+        "legalType": {
+          "type": [
+            "string",
+            "null"
+          ]
+        },
+        "normalizedName": {
+          "type": "string"
+        },
+        "status": {
+          "type": [
+            "string",
+            "null"
+          ]
+        },
+        "website": {
+          "type": [
+            "string",
+            "null"
+          ]
+        },
+        "wilayat": {
+          "type": [
+            "string",
+            "null"
+          ]
+        }
+      },
+      "required": [
+        "companyId",
+        "companyName",
+        "normalizedName",
+        "legalType",
+        "industry",
+        "governorate",
+        "wilayat",
+        "status",
+        "website",
+        "confidence"
+      ],
+      "type": "object"
+    },
+    "type": "array"
+  },
+  "totalMatches": {
+    "maximum": 9007199254740991,
+    "minimum": -9007199254740991,
+    "type": "integer"
+  }
+}

addedOutput schema / required

Added value: +[
+  "matches",
+  "totalMatches"
+]

Changed1 schema field changedOct 10, 2026

changedOutput schema / anyOf

Previous value: -[
-  {
-    "additionalProperties": false,
-    "properties": {
-      "matches": {
-        "items": {
-          "additionalProperties": false,
-          "properties": {
-            "companyId": {
-              "type": "string"
-            },
-            "companyName": {
-              "type": "string"
-            },
-            "confidence": {
-              "maximum": 1,
-              "minimum": 0,
-              "type": "number"
-            },
-            "governorate": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "industry": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "legalType": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "normalizedName": {
-              "type": "string"
-            },
-            "status": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "website": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "wilayat": {
-              "type": [
-                "string",
-                "null"
-              ]
-            }
-          },
-          "required": [
-            "companyId",
-            "companyName",
-            "normalizedName",
-            "legalType",
-            "industry",
-            "governorate",
-            "wilayat",
-            "status",
-            "website",
-            "confidence"
-          ],
-          "type": "object"
-        },
-        "type": "array"
-      },
-      "totalMatches": {
-        "maximum": 9007199254740991,
-        "minimum": -9007199254740991,
-        "type": "integer"
-      }
-    },
-    "required": [
-      "matches",
-      "totalMatches"
-    ],
-    "type": "object"
-  },
-  {
-    "additionalProperties": false,
-    "properties": {
-      "nextAction": {
-        "additionalProperties": false,
-        "properties": {
-          "instruction": {
-            "type": "string"
-          },
-          "target": {
-            "const": "x402_endpoint",
-            "type": "string"
-          },
-          "type": {
-            "const": "pay_and_retry",
-            "type": "string"
-          }
-        },
-        "required": [
-          "type",
-          "target",
-          "instruction"
-        ],
-        "type": "object"
-      },
-      "payment": {
-        "additionalProperties": false,
-        "properties": {
-          "endpoint": {
-            "type": "string"
-          },
-          "method": {
-            "const": "POST",
-            "type": "string"
-          },
-          "retrySameBody": {
-            "const": true,
-            "type": "boolean"
-          }
-        },
-        "required": [
-          "endpoint",
-          "method",
-          "retrySameBody"
-        ],
-        "type": "object"
-      },
-      "preview": {
-        "additionalProperties": false,
-        "properties": {
-          "fullResultAvailable": {
-            "const": true,
-            "type": "boolean"
-          },
-          "inputAccepted": {
-            "const": true,
-            "type": "boolean"
-          },
-          "summary": {
-            "type": "string"
-          },
-          "useCases": {
-            "items": {
-              "type": "string"
-            },
-            "type": "array"
-          }
-        },
-        "required": [
-          "inputAccepted",
-          "fullResultAvailable",
-          "summary",
-          "useCases"
-        ],
-        "type": "object"
-      },
-      "price": {
-        "additionalProperties": false,
-        "properties": {
-          "amount": {
-            "minimum": 0,
-            "type": "number"
-          },
-          "currency": {
-            "type": "string"
-          },
-          "protocol": {
-            "const": "x402",
-            "type": "string"
-          }
-        },
-        "required": [
-          "amount",
-          "currency",
-          "protocol"
-        ],
-        "type": "object"
-      },
-      "requestId": {
-        "type": "string"
-      },
-      "status": {
-        "const": "payment_required",
-        "type": "string"
-      },
-      "tool": {
-        "type": "string"
-      }
-    },
-    "required": [
-      "status",
-      "tool",
-      "requestId",
-      "price",
-      "preview",
-      "payment",
-      "nextAction"
-    ],
-    "type": "object"
-  }
-]New value: +[
+  {
+    "additionalProperties": false,
+    "properties": {
+      "matches": {
+        "items": {
+          "additionalProperties": false,
+          "properties": {
+            "companyId": {
+              "type": "string"
+            },
+            "companyName": {
+              "type": "string"
+            },
+            "confidence": {
+              "maximum": 1,
+              "minimum": 0,
+              "type": "number"
+            },
+            "governorate": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "industry": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "legalType": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "normalizedName": {
+              "type": "string"
+            },
+            "status": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "website": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "wilayat": {
+              "type": [
+                "string",
+                "null"
+              ]
+            }
+          },
+          "required": [
+            "companyId",
+            "companyName",
+            "normalizedName",
+            "legalType",
+            "industry",
+            "governorate",
+            "wilayat",
+            "status",
+            "website",
+            "confidence"
+          ],
+          "type": "object"
+        },
+        "type": "array"
+      },
+      "totalMatches": {
+        "maximum": 9007199254740991,
+        "minimum": -9007199254740991,
+        "type": "integer"
+      }
+    },
+    "required": [
+      "matches",
+      "totalMatches"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "nextAction": {
+        "additionalProperties": false,
+        "properties": {
+          "instruction": {
+            "type": "string"
+          },
+          "target": {
+            "enum": [
+              "x402_endpoint",
+              "mcp_credits_endpoint",
+              "payment_endpoint",
+              "unavailable"
+            ],
+            "type": "string"
+          },
+          "type": {
+            "enum": [
+              "pay_and_retry",
+              "authorize_and_use_mcp_credits",
+              "payment_unavailable"
+            ],
+            "type": "string"
+          }
+        },
+        "required": [
+          "type",
+          "target",
+          "instruction"
+        ],
+        "type": "object"
+      },
+      "payment": {
+        "additionalProperties": false,
+        "properties": {
+          "endpoint": {
+            "type": [
+              "string",
+              "null"
+            ]
+          },
+          "method": {
+            "const": "POST",
+            "type": "string"
+          },
+          "retrySameBody": {
+            "const": true,
+            "type": "boolean"
+          }
+        },
+        "required": [
+          "endpoint",
+          "method",
+          "retrySameBody"
+        ],
+        "type": "object"
+      },
+      "paymentGuidance": {},
+      "preview": {
+        "additionalProperties": false,
+        "properties": {
+          "fullResultAvailable": {
+            "const": true,
+            "type": "boolean"
+          },
+          "inputAccepted": {
+            "const": true,
+            "type": "boolean"
+          },
+          "summary": {
+            "type": "string"
+          },
+          "useCases": {
+            "items": {
+              "type": "string"
+            },
+            "type": "array"
+          }
+        },
+        "required": [
+          "inputAccepted",
+          "fullResultAvailable",
+          "summary",
+          "useCases"
+        ],
+        "type": "object"
+      },
+      "price": {
+        "additionalProperties": false,
+        "properties": {
+          "amount": {
+            "minimum": 0,
+            "type": "number"
+          },
+          "currency": {
+            "type": "string"
+          },
+          "protocol": {
+            "enum": [
+              "x402",
+              "api_credits",
+              "subscription",
+              "l402",
+              "mpp",
+              "unavailable"
+            ],
+            "type": "string"
+          }
+        },
+        "required": [
+          "amount",
+          "currency",
+          "protocol"
+        ],
+        "type": "object"
+      },
+      "requestId": {
+        "type": "string"
+      },
+      "status": {
+        "const": "payment_required",
+        "type": "string"
+      },
+      "tool": {
+        "type": "string"
+      }
+    },
+    "required": [
+      "status",
+      "tool",
+      "requestId",
+      "price",
+      "preview",
+      "payment",
+      "nextAction"
+    ],
+    "type": "object"
+  }
+]

Changed4 schema fields changedOct 7, 2026

removedOutput schema / additionalProperties
```
Removed value: -false
```

addedOutput schema / anyOf

Added value: +[
+  {
+    "additionalProperties": false,
+    "properties": {
+      "matches": {
+        "items": {
+          "additionalProperties": false,
+          "properties": {
+            "companyId": {
+              "type": "string"
+            },
+            "companyName": {
+              "type": "string"
+            },
+            "confidence": {
+              "maximum": 1,
+              "minimum": 0,
+              "type": "number"
+            },
+            "governorate": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "industry": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "legalType": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "normalizedName": {
+              "type": "string"
+            },
+            "status": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "website": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "wilayat": {
+              "type": [
+                "string",
+                "null"
+              ]
+            }
+          },
+          "required": [
+            "companyId",
+            "companyName",
+            "normalizedName",
+            "legalType",
+            "industry",
+            "governorate",
+            "wilayat",
+            "status",
+            "website",
+            "confidence"
+          ],
+          "type": "object"
+        },
+        "type": "array"
+      },
+      "totalMatches": {
+        "maximum": 9007199254740991,
+        "minimum": -9007199254740991,
+        "type": "integer"
+      }
+    },
+    "required": [
+      "matches",
+      "totalMatches"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "nextAction": {
+        "additionalProperties": false,
+        "properties": {
+          "instruction": {
+            "type": "string"
+          },
+          "target": {
+            "const": "x402_endpoint",
+            "type": "string"
+          },
+          "type": {
+            "const": "pay_and_retry",
+            "type": "string"
+          }
+        },
+        "required": [
+          "type",
+          "target",
+          "instruction"
+        ],
+        "type": "object"
+      },
+      "payment": {
+        "additionalProperties": false,
+        "properties": {
+          "endpoint": {
+            "type": "string"
+          },
+          "method": {
+            "const": "POST",
+            "type": "string"
+          },
+          "retrySameBody": {
+            "const": true,
+            "type": "boolean"
+          }
+        },
+        "required": [
+          "endpoint",
+          "method",
+          "retrySameBody"
+        ],
+        "type": "object"
+      },
+      "preview": {
+        "additionalProperties": false,
+        "properties": {
+          "fullResultAvailable": {
+            "const": true,
+            "type": "boolean"
+          },
+          "inputAccepted": {
+            "const": true,
+            "type": "boolean"
+          },
+          "summary": {
+            "type": "string"
+          },
+          "useCases": {
+            "items": {
+              "type": "string"
+            },
+            "type": "array"
+          }
+        },
+        "required": [
+          "inputAccepted",
+          "fullResultAvailable",
+          "summary",
+          "useCases"
+        ],
+        "type": "object"
+      },
+      "price": {
+        "additionalProperties": false,
+        "properties": {
+          "amount": {
+            "minimum": 0,
+            "type": "number"
+          },
+          "currency": {
+            "type": "string"
+          },
+          "protocol": {
+            "const": "x402",
+            "type": "string"
+          }
+        },
+        "required": [
+          "amount",
+          "currency",
+          "protocol"
+        ],
+        "type": "object"
+      },
+      "requestId": {
+        "type": "string"
+      },
+      "status": {
+        "const": "payment_required",
+        "type": "string"
+      },
+      "tool": {
+        "type": "string"
+      }
+    },
+    "required": [
+      "status",
+      "tool",
+      "requestId",
+      "price",
+      "preview",
+      "payment",
+      "nextAction"
+    ],
+    "type": "object"
+  }
+]

removedOutput schema / properties

Removed value: -{
-  "matches": {
-    "items": {
-      "additionalProperties": false,
-      "properties": {
-        "companyId": {
-          "type": "string"
-        },
-        "companyName": {
-          "type": "string"
-        },
-        "confidence": {
-          "maximum": 1,
-          "minimum": 0,
-          "type": "number"
-        },
-        "governorate": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "industry": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "legalType": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "normalizedName": {
-          "type": "string"
-        },
-        "status": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "website": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "wilayat": {
-          "type": [
-            "string",
-            "null"
-          ]
-        }
-      },
-      "required": [
-        "companyId",
-        "companyName",
-        "normalizedName",
-        "legalType",
-        "industry",
-        "governorate",
-        "wilayat",
-        "status",
-        "website",
-        "confidence"
-      ],
-      "type": "object"
-    },
-    "type": "array"
-  },
-  "totalMatches": {
-    "maximum": 9007199254740991,
-    "minimum": -9007199254740991,
-    "type": "integer"
-  }
-}

removedOutput schema / required

Removed value: -[
-  "matches",
-  "totalMatches"
-]

First observedSep 22, 2026

TDQS

A3.5/5.0

Behavior4/5

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

Annotations already establish the safe read-only, idempotent, non-destructive profile. The description adds behavior the annotations cannot convey: a firm price ($0.05 USD per call), the absence of a free preview, and the concrete failure mode that an unpaid MCP call returns payment instructions instead of results. That is meaningful operational context.

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

Conciseness3/5

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

The purpose and pricing are front-loaded and efficient, but the 'Selection:' sentence is a broken, duplicated restatement of the prior sentence ('prefer for Use before company analysis...'), which wastes space and reads as generated noise.

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

Completeness3/5

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

An output schema exists, so return values need not be explained, and pricing/auth are covered. But for a tool with five parameters, zero schema description coverage, and several overlapping sibling lookup tools, the definition leaves parameter meaning and sibling disambiguation unresolved.

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

Parameters3/5

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

Schema description coverage is 0% for all 5 parameters, so the description must carry the semantics. It names the searchable dimensions (name, registration number, governorate, wilayat, industry), but it does not explain the required free-text 'query' field, how the field-specific parameters interact with it, or what 'limit' controls.

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

Purpose4/5

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

States a specific verb and resource ('Search structured Oman business records') and enumerates the searchable fields plus the return behavior ('candidate companies ranked by deterministic identity-match confidence'). It is clear what the tool does, though it never distinguishes itself from close siblings like find_companies or get_oman_company_profile.

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

Usage Guidelines3/5

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

The 'When:' clause gives a genuine trigger ('before company analysis or due diligence when the exact company identity is uncertain'), which is useful context. However, no when-not condition or named alternative is offered, and the 'Selection:' sentence is a garbled verbatim restatement of the 'When' text rather than real routing advice, so the guidance is only partially actionable.

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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