Rafid Property Intelligence
Oman property intelligence for AI agents: yield, comparables, Al Mouj sales data, x402 pay-per-call.
Should I use this
Quality & Safety
A
Findings (1)
- LOWTool 'compare_properties' description lacks action verbin compare_properties
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
~7,544Tokens (tool definitions)
~10.5 KBTypical response size
Significant attention impact (5.89% of 128k context)
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"rafid-agent-api": {
"url": "https://api.rafidsystem.com/mcp"
}
}
}Remote endpoints
https://api.rafidsystem.com/mcpstreamable-httpWhat it can do
Tool inventory
Tools (8)
🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢analyze_property(propertyValue, annualRent, serviceCharge, maintenanceCost, maintenance, ...)
Calculate gross/net rental yield, income, operating costs and simple payback in OMR. Calculations only. Use when an agent needs financial metrics (yield, income, payback) for a single property.
Input Schema
{
"type": "object",
"properties": {
"propertyValue": {
"type": "number",
"minimum": 0.01,
"maximum": 1000000000000
},
"annualRent": {
"type": "number",
"minimum": 0,
"maximum": 1000000000000
},
"serviceCharge": {
"type": "number",
"minimum": 0,
"maximum": 1000000000000
},
"maintenanceCost": {
"type": "number",
"minimum": 0,
"maximum": 1000000000000
},
"maintenance": {
"description": "Legacy alias for maintenanceCost; supply only one",
"type": "number",
"minimum": 0,
"maximum": 1000000000000
},
"vacancyRatePct": {
"type": "number",
"minimum": 0,
"maximum": 100
},
"otherAnnualCosts": {
"type": "number",
"minimum": 0,
"maximum": 1000000000000
}
},
"required": [
"propertyValue",
"annualRent"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}Output Schema
{
"type": "object",
"properties": {
"propertyValue": {
"type": "number"
},
"annualRent": {
"type": "number"
},
"grossAnnualIncome": {
"type": "number"
},
"grossYield": {
"type": "number"
},
"netYield": {
"type": "number"
},
"annualOperatingCost": {
"type": "number"
},
"annualNetIncome": {
"type": "number"
},
"effectiveAnnualRent": {
"type": "number"
},
"paybackYears": {
"type": [
"number",
"null"
]
},
"grossYieldPct": {
"type": "number"
},
"netYieldPct": {
"type": "number"
},
"annualOperatingCosts": {
"type": "number"
},
"currency": {
"type": "string",
"const": "OMR"
},
"note": {
"type": "string"
}
},
"required": [
"propertyValue",
"annualRent",
"grossAnnualIncome",
"grossYield",
"netYield",
"annualOperatingCost",
"annualNetIncome",
"effectiveAnnualRent",
"paybackYears",
"grossYieldPct",
"netYieldPct",
"annualOperatingCosts",
"currency",
"note"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}🟢compare_properties(properties)
Compare 2–20 uniquely named properties in OMR using the same metrics; order by rounded net yield, preserving input order for ties. Use when an agent must rank or choose between 2-20 candidate properties by net yield.
Input Schema
{
"type": "object",
"properties": {
"properties": {
"minItems": 2,
"maxItems": 20,
"type": "array",
"items": {
"type": "object",
"properties": {
"propertyValue": {
"type": "number",
"minimum": 0.01,
"maximum": 1000000000000
},
"annualRent": {
"type": "number",
"minimum": 0,
"maximum": 1000000000000
},
"serviceCharge": {
"type": "number",
"minimum": 0,
"maximum": 1000000000000
},
"maintenanceCost": {
"type": "number",
"minimum": 0,
"maximum": 1000000000000
},
"maintenance": {
"description": "Legacy alias for maintenanceCost; supply only one",
"type": "number",
"minimum": 0,
"maximum": 1000000000000
},
"vacancyRatePct": {
"type": "number",
"minimum": 0,
"maximum": 100
},
"otherAnnualCosts": {
"type": "number",
"minimum": 0,
"maximum": 1000000000000
},
"name": {
"type": "string",
"minLength": 1,
"maxLength": 120
}
},
"required": [
"propertyValue",
"annualRent",
"name"
],
"additionalProperties": false
}
}
},
"required": [
"properties"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}Output Schema
{
"type": "object",
"properties": {
"properties": {
"type": "array",
"items": {
"type": "object",
"properties": {
"propertyValue": {
"type": "number"
},
"annualRent": {
"type": "number"
},
"grossAnnualIncome": {
"type": "number"
},
"grossYield": {
"type": "number"
},
"netYield": {
"type": "number"
},
"annualOperatingCost": {
"type": "number"
},
"annualNetIncome": {
"type": "number"
},
"effectiveAnnualRent": {
"type": "number"
},
"paybackYears": {
"type": [
"number",
"null"
]
},
"grossYieldPct": {
"type": "number"
},
"netYieldPct": {
"type": "number"
},
"annualOperatingCosts": {
"type": "number"
},
"currency": {
"type": "string",
"const": "OMR"
},
"note": {
"type": "string"
},
"name": {
"type": "string"
}
},
"required": [
"propertyValue",
"annualRent",
"grossAnnualIncome",
"grossYield",
"netYield",
"annualOperatingCost",
"annualNetIncome",
"effectiveAnnualRent",
"paybackYears",
"grossYieldPct",
"netYieldPct",
"annualOperatingCosts",
"currency",
"note",
"name"
],
"additionalProperties": false
}
},
"sortedByNetYield": {
"type": "array",
"items": {
"type": "string"
}
}
},
"required": [
"properties",
"sortedByNetYield"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}🟢estimate_maintenance(propertyValue, ageYears, units, annualRent, assumptions)
Estimate an annual maintenance reserve in OMR from value, age and unit count with explicit optional assumptions. Uncalibrated heuristic, not a survey. Use when an agent needs an annual maintenance reserve estimate for a property, not an actual inspection.
Input Schema
{
"type": "object",
"properties": {
"propertyValue": {
"type": "number",
"minimum": 0.01,
"maximum": 1000000000000
},
"ageYears": {
"type": "number",
"minimum": 0,
"maximum": 200
},
"units": {
"type": "integer",
"minimum": 1,
"maximum": 10000
},
"annualRent": {
"description": "Legacy input; unused in this value-based estimate",
"type": "number",
"minimum": 0,
"maximum": 1000000000000
},
"assumptions": {
"type": "object",
"properties": {
"annualRatePct": {
"type": "number",
"minimum": 0,
"maximum": 100
},
"additionalUnitCost": {
"type": "number",
"minimum": 0,
"maximum": 1000000000000
}
},
"additionalProperties": false
}
},
"required": [
"propertyValue"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}Output Schema
{
"type": "object",
"properties": {
"estimatedAnnualMaintenance": {
"type": "number"
},
"monthlyReserve": {
"type": "number"
},
"maintenancePercentage": {
"type": "number"
},
"currency": {
"type": "string",
"const": "OMR"
},
"assumptionsUsed": {
"type": "object",
"properties": {
"ageYears": {
"type": "number"
},
"units": {
"type": "number"
},
"annualRatePct": {
"type": "number"
},
"additionalUnitCost": {
"type": "number"
}
},
"required": [
"ageYears",
"units",
"annualRatePct",
"additionalUnitCost"
],
"additionalProperties": false
},
"methodology": {
"type": "string"
}
},
"required": [
"estimatedAnnualMaintenance",
"monthlyReserve",
"maintenancePercentage",
"currency",
"assumptionsUsed",
"methodology"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}🟢analyze_oman_property(governorate, wilayat, area, propertyType, bedrooms, ...)
Analyze an Oman residential property using local rental comparables, market context and investment metrics. Use when an agent needs Oman-specific rental, yield, price-position or operating-cost analysis.
Input Schema
{
"type": "object",
"properties": {
"governorate": {
"type": "string",
"minLength": 1,
"maxLength": 60
},
"wilayat": {
"type": "string",
"minLength": 1,
"maxLength": 60
},
"area": {
"type": "string",
"minLength": 1,
"maxLength": 80
},
"propertyType": {
"type": "string",
"enum": [
"apartment",
"villa",
"townhouse"
]
},
"bedrooms": {
"type": "integer",
"minimum": 0,
"maximum": 20
},
"bathrooms": {
"type": "integer",
"minimum": 0,
"maximum": 20
},
"sizeSqm": {
"type": "number",
"minimum": 10,
"maximum": 5000
},
"askingPriceOMR": {
"type": "number",
"minimum": 1000,
"maximum": 1000000000
},
"furnished": {
"type": "string",
"enum": [
"furnished",
"semi_furnished",
"unfurnished"
]
},
"optionalAnnualServiceChargeOMR": {
"type": "number",
"minimum": 0,
"maximum": 1000000000
},
"optionalAnnualMaintenanceOMR": {
"type": "number",
"minimum": 0,
"maximum": 1000000000
}
},
"required": [
"governorate",
"area",
"propertyType",
"sizeSqm",
"askingPriceOMR"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}Output Schema
{
"type": "object",
"properties": {
"normalizedLocation": {
"type": "object",
"properties": {
"governorate": {
"type": "string"
},
"wilayat": {
"type": "string"
},
"area": {
"type": "string"
},
"inputArea": {
"type": "string"
},
"matchType": {
"type": "string",
"enum": [
"exact",
"alias",
"unmatched"
]
},
"supported": {
"type": "boolean"
}
},
"required": [
"governorate",
"wilayat",
"area",
"inputArea",
"matchType",
"supported"
],
"additionalProperties": false
},
"subjectProperty": {
"type": "object",
"properties": {
"propertyType": {
"type": "string",
"enum": [
"apartment",
"villa",
"townhouse"
]
},
"bedrooms": {
"type": [
"number",
"null"
]
},
"bathrooms": {
"type": [
"number",
"null"
]
},
"sizeSqm": {
"type": "number"
},
"askingPriceOMR": {
"type": "number"
},
"furnished": {
"type": "string",
"enum": [
"furnished",
"semi_furnished",
"unfurnished",
"unspecified"
]
}
},
"required": [
"propertyType",
"bedrooms",
"bathrooms",
"sizeSqm",
"askingPriceOMR",
"furnished"
],
"additionalProperties": false
},
"market": {
"type": "object",
"properties": {
"estimatedMonthlyRentOMR": {
"anyOf": [
{
"type": "object",
"properties": {
"low": {
"type": "number"
},
"median": {
"type": "number"
},
"high": {
"type": "number"
}
},
"required": [
"low",
"median",
"high"
],
"additionalProperties": false
},
{
"type": "null"
}
]
},
"estimatedAnnualRentOMR": {
"type": [
"number",
"null"
]
},
"comparableCount": {
"type": "integer",
"minimum": -9007199254740991,
"maximum": 9007199254740991
},
"sampleSizeUsed": {
"type": "integer",
"minimum": -9007199254740991,
"maximum": 9007199254740991
},
"dataFreshnessDays": {
"anyOf": [
{
"type": "integer",
"minimum": -9007199254740991,
"maximum": 9007199254740991
},
{
"type": "null"
}
]
}
},
"required": [
"estimatedMonthlyRentOMR",
"estimatedAnnualRentOMR",
"comparableCount",
"sampleSizeUsed",
"dataFreshnessDays"
],
"additionalProperties": false
},
"investment": {
"type": "object",
"properties": {
"grossYieldPct": {
"type": [
"number",
"null"
]
},
"estimatedOperatingCostOMR": {
"type": "number"
},
"estimatedNetIncomeOMR": {
"type": [
"number",
"null"
]
},
"netYieldPct": {
"type": [
"number",
"null"
]
}
},
"required": [
"grossYieldPct",
"estimatedOperatingCostOMR",
"estimatedNetIncomeOMR",
"netYieldPct"
],
"additionalProperties": false
},
"pricePosition": {
"type": "object",
"properties": {
"askingPricePerSqmOMR": {
"type": "number"
},
"observedComparableRange": {
"anyOf": [
{
"type": "object",
"properties": {
"low": {
"type": "number"
},
"median": {
"type": "number"
},
"high": {
"type": "number"
}
},
"required": [
"low",
"median",
"high"
],
"additionalProperties": false
},
{
"type": "null"
}
]
},
"marketPosition": {
"type": "string",
"enum": [
"below_market",
"at_market",
"above_market",
"insufficient_data"
]
}
},
"required": [
"askingPricePerSqmOMR",
"observedComparableRange",
"marketPosition"
],
"additionalProperties": false
},
"comparablesSummary": {
"anyOf": [
{
"type": "object",
"properties": {
"medianRentPerSqm": {
"type": "number"
},
"lowRentPerSqm": {
"type": "number"
},
"highRentPerSqm": {
"type": "number"
}
},
"required": [
"medianRentPerSqm",
"lowRentPerSqm",
"highRentPerSqm"
],
"additionalProperties": false
},
{
"type": "null"
}
]
},
"riskFlags": {
"type": "array",
"items": {
"type": "string"
}
},
"confidence": {
"type": "object",
"properties": {
"score": {
"type": "number",
"minimum": 0,
"maximum": 1
},
"level": {
"type": "string",
"enum": [
"insufficient",
"low",
"medium",
"high"
]
},
"reasons": {
"type": "array",
"items": {
"type": "string"
}
}
},
"required": [
"score",
"level",
"reasons"
],
"additionalProperties": false
},
"provenance": {
"type": "array",
"items": {
"type": "object",
"properties": {
"sourceType": {
"type": "string",
"enum": [
"official_statistics",
"listing_asking_price",
"manual_benchmark",
"partner_feed"
]
},
"sourceName": {
"type": "string"
},
"sourceDate": {
"type": "string"
},
"recordCount": {
"type": "integer",
"minimum": -9007199254740991,
"maximum": 9007199254740991
}
},
"required": [
"sourceType",
"sourceName",
"sourceDate",
"recordCount"
],
"additionalProperties": false
}
},
"assumptions": {
"type": "array",
"items": {
"type": "string"
}
},
"insufficientMarketData": {
"type": "boolean"
},
"unavailableOutputs": {
"type": "array",
"items": {
"type": "string"
}
},
"currency": {
"type": "string",
"const": "OMR"
},
"dataQuality": {
"type": "object",
"properties": {
"latestDataDate": {
"type": [
"string",
"null"
]
},
"dataFreshnessDays": {
"anyOf": [
{
"type": "integer",
"minimum": -9007199254740991,
"maximum": 9007199254740991
},
{
"type": "null"
}
]
},
"sampleSize": {
"type": "integer",
"minimum": -9007199254740991,
"maximum": 9007199254740991
},
"sourceTypes": {
"type": "array",
"items": {
"type": "string",
"enum": [
"official_statistics",
"listing_asking_price",
"manual_benchmark",
"partner_feed"
]
}
},
"staleMarketData": {
"type": "boolean"
}
},
"required": [
"latestDataDate",
"dataFreshnessDays",
"sampleSize",
"sourceTypes",
"staleMarketData"
],
"additionalProperties": false
},
"historicalSalesContext": {
"type": "object",
"properties": {
"available": {
"type": "boolean"
},
"recordsAvailable": {
"type": "integer",
"minimum": -9007199254740991,
"maximum": 9007199254740991
},
"recentComparableSales": {
"type": "integer",
"minimum": -9007199254740991,
"maximum": 9007199254740991
},
"medianHistoricalPricePerSqmOMR": {
"type": [
"number",
"null"
]
},
"recentMedianPricePerSqmOMR": {
"type": [
"number",
"null"
]
},
"oldestRecordDate": {
"type": [
"string",
"null"
]
},
"latestRecordDate": {
"type": [
"string",
"null"
]
},
"sourceTypes": {
"type": "array",
"items": {
"type": "string"
}
},
"priceSemantics": {
"type": "array",
"items": {
"type": "string"
}
},
"phaseBreakdown": {
"type": "array",
"items": {
"type": "object",
"properties": {
"phaseName": {
"type": "string"
},
"recordCount": {
"type": "integer",
"minimum": -9007199254740991,
"maximum": 9007199254740991
},
"medianPriceOMR": {
"type": "number"
},
"medianPricePerSqmOMR": {
"type": "number"
},
"oldestRecordDate": {
"type": "string"
},
"latestRecordDate": {
"type": "string"
}
},
"required": [
"phaseName",
"recordCount",
"medianPriceOMR",
"medianPricePerSqmOMR",
"oldestRecordDate",
"latestRecordDate"
],
"additionalProperties": false
}
}
},
"required": [
"available",
"recordsAvailable",
"recentComparableSales",
"medianHistoricalPricePerSqmOMR",
"recentMedianPricePerSqmOMR",
"oldestRecordDate",
"latestRecordDate",
"sourceTypes",
"priceSemantics",
"phaseBreakdown"
],
"additionalProperties": false
},
"officialMarketContext": {
"type": "object",
"properties": {
"available": {
"type": "boolean"
},
"reason": {
"anyOf": [
{
"type": "string",
"enum": [
"ncsi_not_configured",
"no_data_for_governorate",
"ncsi_timeout",
"ncsi_malformed_response",
"official_source_temporarily_unavailable"
]
},
{
"type": "null"
}
]
},
"source": {
"type": "string"
},
"sourceType": {
"type": "string",
"const": "official_statistics"
},
"governorate": {
"type": "string"
},
"period": {
"type": [
"string",
"null"
]
},
"realEstatePriceIndex": {
"type": "object",
"properties": {
"value": {
"type": [
"number",
"null"
]
},
"period": {
"type": [
"string",
"null"
]
}
},
"required": [
"value",
"period"
],
"additionalProperties": false
},
"marketActivity": {
"type": "object",
"properties": {
"tradedValueOMR": {
"type": [
"number",
"null"
]
},
"saleContracts": {
"anyOf": [
{
"type": "integer",
"minimum": -9007199254740991,
"maximum": 9007199254740991
},
{
"type": "null"
}
]
},
"mortgageContracts": {
"anyOf": [
{
"type": "integer",
"minimum": -9007199254740991,
"maximum": 9007199254740991
},
{
"type": "null"
}
]
}
},
"required": [
"tradedValueOMR",
"saleContracts",
"mortgageContracts"
],
"additionalProperties": false
},
"dataFreshnessDays": {
"anyOf": [
{
"type": "integer",
"minimum": -9007199254740991,
"maximum": 9007199254740991
},
{
"type": "null"
}
]
},
"confidence": {
"type": "object",
"properties": {
"level": {
"type": "string",
"enum": [
"unavailable",
"low",
"medium",
"high"
]
},
"reasons": {
"type": "array",
"items": {
"type": "string"
}
}
},
"required": [
"level",
"reasons"
],
"additionalProperties": false
},
"provenance": {
"type": "object",
"properties": {
"source": {
"type": "string"
},
"sourceType": {
"type": "string",
"const": "official_statistics"
},
"datasetId": {
"type": [
"string",
"null"
]
},
"datasetTitle": {
"type": [
"string",
"null"
]
},
"retrievedAt": {
"type": [
"string",
"null"
]
},
"publishedAt": {
"type": [
"string",
"null"
]
},
"sourceUrl": {
"type": [
"string",
"null"
]
},
"license": {
"type": "string"
}
},
"required": [
"source",
"sourceType",
"datasetId",
"datasetTitle",
"retrievedAt",
"publishedAt",
"sourceUrl",
"license"
],
"additionalProperties": false
}
},
"required": [
"available",
"reason",
"source",
"sourceType",
"governorate",
"period",
"realEstatePriceIndex",
"marketActivity",
"dataFreshnessDays",
"confidence",
"provenance"
],
"additionalProperties": false
}
},
"required": [
"normalizedLocation",
"subjectProperty",
"market",
"investment",
"pricePosition",
"comparablesSummary",
"riskFlags",
"confidence",
"provenance",
"assumptions",
"insufficientMarketData",
"unavailableOutputs",
"currency",
"dataQuality",
"historicalSalesContext",
"officialMarketContext"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}🟢search_oman_company(query, governorate, wilayat, industry, limit)
Search structured Oman business records by name, registration number, governorate, wilayat and/or industry, returning candidate companies ranked by deterministic identity-match confidence. 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 Schema
{
"type": "object",
"properties": {
"query": {
"type": "string",
"minLength": 1,
"maxLength": 200
},
"governorate": {
"type": "string",
"minLength": 1,
"maxLength": 60
},
"wilayat": {
"type": "string",
"minLength": 1,
"maxLength": 60
},
"industry": {
"type": "string",
"minLength": 1,
"maxLength": 120
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 50
}
},
"required": [
"query"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}Output Schema
{
"type": "object",
"properties": {
"matches": {
"type": "array",
"items": {
"type": "object",
"properties": {
"companyId": {
"type": "string"
},
"companyName": {
"type": "string"
},
"normalizedName": {
"type": "string"
},
"legalType": {
"type": [
"string",
"null"
]
},
"industry": {
"type": [
"string",
"null"
]
},
"governorate": {
"type": [
"string",
"null"
]
},
"wilayat": {
"type": [
"string",
"null"
]
},
"status": {
"type": [
"string",
"null"
]
},
"website": {
"type": [
"string",
"null"
]
},
"confidence": {
"type": "number",
"minimum": 0,
"maximum": 1
}
},
"required": [
"companyId",
"companyName",
"normalizedName",
"legalType",
"industry",
"governorate",
"wilayat",
"status",
"website",
"confidence"
],
"additionalProperties": false
}
},
"totalMatches": {
"type": "integer",
"minimum": -9007199254740991,
"maximum": 9007199254740991
}
},
"required": [
"matches",
"totalMatches"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}🟢get_oman_company_profile(companyId)
Return a structured profile for one Oman company by companyId — identity, registration, location and contact fields, digital-presence detection and full source provenance. Use after search_oman_company resolves a companyId, to retrieve the company's structured profile before deciding whether deeper analysis or due diligence is warranted.
Input Schema
{
"type": "object",
"properties": {
"companyId": {
"type": "string",
"minLength": 1,
"maxLength": 120
}
},
"required": [
"companyId"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}Output Schema
{
"type": "object",
"properties": {
"company": {
"type": "object",
"properties": {
"companyId": {
"type": "string"
},
"companyName": {
"type": "string"
},
"legalType": {
"type": [
"string",
"null"
]
},
"status": {
"type": [
"string",
"null"
]
},
"registrationNumber": {
"type": [
"string",
"null"
]
},
"registrationDate": {
"type": [
"string",
"null"
]
},
"industry": {
"type": [
"string",
"null"
]
},
"activities": {
"type": "array",
"items": {
"type": "string"
}
},
"governorate": {
"type": [
"string",
"null"
]
},
"wilayat": {
"type": [
"string",
"null"
]
},
"address": {
"type": [
"string",
"null"
]
},
"website": {
"type": [
"string",
"null"
]
},
"email": {
"type": [
"string",
"null"
]
},
"phone": {
"type": [
"string",
"null"
]
}
},
"required": [
"companyId",
"companyName",
"legalType",
"status",
"registrationNumber",
"registrationDate",
"industry",
"activities",
"governorate",
"wilayat",
"address",
"website",
"email",
"phone"
],
"additionalProperties": false
},
"digitalPresence": {
"type": "object",
"properties": {
"websiteFound": {
"type": "boolean"
},
"domain": {
"type": [
"string",
"null"
]
},
"socialProfiles": {
"type": "array",
"items": {
"type": "string"
}
}
},
"required": [
"websiteFound",
"domain",
"socialProfiles"
],
"additionalProperties": false
},
"verification": {
"type": "object",
"properties": {
"verificationStatus": {
"type": "string",
"enum": [
"verified",
"reported",
"estimated",
"inferred",
"stale",
"conflicting",
"unknown"
]
},
"lastVerifiedAt": {
"type": [
"string",
"null"
]
},
"taxVerificationStatus": {
"type": [
"string",
"null"
]
},
"taxVerifiedAt": {
"type": [
"string",
"null"
]
}
},
"required": [
"verificationStatus",
"lastVerifiedAt",
"taxVerificationStatus",
"taxVerifiedAt"
],
"additionalProperties": false
},
"procurement": {
"type": "object",
"properties": {
"registeredSupplier": {
"type": [
"boolean",
"null"
]
},
"supplierCategory": {
"type": [
"string",
"null"
]
},
"supplierClassification": {
"type": [
"string",
"null"
]
},
"governmentProcurementPresence": {
"type": [
"boolean",
"null"
]
},
"tendersParticipated": {
"anyOf": [
{
"type": "integer",
"minimum": -9007199254740991,
"maximum": 9007199254740991
},
{
"type": "null"
}
]
},
"awardedContractCount": {
"anyOf": [
{
"type": "integer",
"minimum": -9007199254740991,
"maximum": 9007199254740991
},
{
"type": "null"
}
]
},
"lastTenderActivityAt": {
"type": [
"string",
"null"
]
},
"awards": {
"type": "array",
"items": {
"type": "object",
"properties": {
"tenderNumber": {
"type": "string"
},
"buyer": {
"type": [
"string",
"null"
]
},
"title": {
"type": [
"string",
"null"
]
},
"status": {
"type": [
"string",
"null"
]
},
"awardValueOMR": {
"type": [
"number",
"null"
]
},
"category": {
"type": [
"string",
"null"
]
},
"sourceName": {
"type": "string"
},
"observedAt": {
"type": "string"
}
},
"required": [
"tenderNumber",
"buyer",
"title",
"status",
"awardValueOMR",
"category",
"sourceName",
"observedAt"
],
"additionalProperties": false
}
}
},
"required": [
"registeredSupplier",
"supplierCategory",
"supplierClassification",
"governmentProcurementPresence",
"tendersParticipated",
"awardedContractCount",
"lastTenderActivityAt",
"awards"
],
"additionalProperties": false
},
"dataCoverage": {
"type": "object",
"properties": {
"realSources": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"demoSources": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"latestVerifiedAt": {
"type": [
"string",
"null"
]
}
},
"required": [
"realSources",
"demoSources",
"latestVerifiedAt"
],
"additionalProperties": false
},
"sources": {
"type": "array",
"items": {
"type": "object",
"properties": {
"sourceName": {
"type": "string"
},
"sourceType": {
"type": "string",
"enum": [
"government",
"public_registry",
"tax_authority",
"government_procurement",
"company_website",
"licensed_feed",
"directory",
"news",
"demo",
"other",
"admin_manual"
]
},
"sourceAuthority": {
"type": "number",
"minimum": 0,
"maximum": 1
},
"sourceUrl": {
"type": [
"string",
"null"
]
},
"sourceRecordId": {
"type": [
"string",
"null"
]
},
"observedAt": {
"type": "string"
},
"verificationStatus": {
"type": "string",
"enum": [
"verified",
"reported",
"estimated",
"inferred",
"stale",
"conflicting",
"unknown"
]
},
"fields": {
"type": "array",
"items": {
"type": "string"
}
}
},
"required": [
"sourceName",
"sourceType",
"sourceAuthority",
"sourceUrl",
"sourceRecordId",
"observedAt",
"verificationStatus",
"fields"
],
"additionalProperties": false
}
}
},
"required": [
"company",
"digitalPresence",
"verification",
"procurement",
"dataCoverage",
"sources"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}🟢analyze_oman_company(companyId, purpose)
Generate deterministic commercial-intelligence signals, risk flags and positive signals for one Oman company by companyId, for a stated evaluation purpose. Use when an agent needs to assess whether an Oman company looks like a serious, established operating business — as a supplier, customer, partner or investment target.
Input Schema
{
"type": "object",
"properties": {
"companyId": {
"type": "string",
"minLength": 1,
"maxLength": 120
},
"purpose": {
"type": "string",
"enum": [
"general",
"supplier",
"customer",
"partner",
"investor"
]
}
},
"required": [
"companyId",
"purpose"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}Output Schema
{
"type": "object",
"properties": {
"companyId": {
"type": "string"
},
"commercialSignals": {
"type": "object",
"properties": {
"yearsActive": {
"type": "integer",
"minimum": -9007199254740991,
"maximum": 9007199254740991
},
"operatingStatus": {
"type": "string"
},
"digitalPresenceScore": {
"type": "integer",
"minimum": 0,
"maximum": 100
},
"dataCompletenessScore": {
"type": "integer",
"minimum": 0,
"maximum": 100
},
"businessMaturity": {
"type": "string",
"enum": [
"new",
"early_stage",
"growing",
"established"
]
},
"governmentProcurementActivity": {
"type": "string",
"enum": [
"active",
"limited",
"none"
]
}
},
"required": [
"yearsActive",
"operatingStatus",
"digitalPresenceScore",
"dataCompletenessScore",
"businessMaturity",
"governmentProcurementActivity"
],
"additionalProperties": false
},
"riskFlags": {
"type": "array",
"items": {
"type": "object",
"properties": {
"code": {
"type": "string"
},
"severity": {
"type": "string",
"enum": [
"low",
"medium",
"high"
]
},
"message": {
"type": "string"
}
},
"required": [
"code",
"severity",
"message"
],
"additionalProperties": false
}
},
"positiveSignals": {
"type": "array",
"items": {
"type": "string"
}
},
"recommendedChecks": {
"type": "array",
"items": {
"type": "string"
}
},
"confidence": {
"type": "number",
"minimum": 0,
"maximum": 1
},
"confidenceReasons": {
"type": "array",
"items": {
"type": "string"
}
},
"dataCoverage": {
"type": "object",
"properties": {
"realSources": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"demoSources": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"latestVerifiedAt": {
"type": [
"string",
"null"
]
}
},
"required": [
"realSources",
"demoSources",
"latestVerifiedAt"
],
"additionalProperties": false
},
"sources": {
"type": "array",
"items": {
"type": "object",
"properties": {
"sourceName": {
"type": "string"
},
"sourceType": {
"type": "string",
"enum": [
"government",
"public_registry",
"tax_authority",
"government_procurement",
"company_website",
"licensed_feed",
"directory",
"news",
"demo",
"other",
"admin_manual"
]
},
"sourceAuthority": {
"type": "number",
"minimum": 0,
"maximum": 1
},
"sourceUrl": {
"type": [
"string",
"null"
]
},
"sourceRecordId": {
"type": [
"string",
"null"
]
},
"observedAt": {
"type": "string"
},
"verificationStatus": {
"type": "string",
"enum": [
"verified",
"reported",
"estimated",
"inferred",
"stale",
"conflicting",
"unknown"
]
},
"fields": {
"type": "array",
"items": {
"type": "string"
}
}
},
"required": [
"sourceName",
"sourceType",
"sourceAuthority",
"sourceUrl",
"sourceRecordId",
"observedAt",
"verificationStatus",
"fields"
],
"additionalProperties": false
}
}
},
"required": [
"companyId",
"commercialSignals",
"riskFlags",
"positiveSignals",
"recommendedChecks",
"confidence",
"confidenceReasons",
"dataCoverage",
"sources"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}🟢due_diligence_oman_company(companyId, transactionType, transactionValueOMR)
Perform structured commercial due diligence on one Oman company by companyId ahead of a stated transaction, returning identity verification, risk assessment, a prioritized due-diligence checklist and known information gaps. Use before awarding a contract, entering a partnership, extending credit or investing, when a structured, source-backed due-diligence pass is needed ahead of the decision.
Input Schema
{
"type": "object",
"properties": {
"companyId": {
"type": "string",
"minLength": 1,
"maxLength": 120
},
"transactionType": {
"type": "string",
"enum": [
"supplier_contract",
"partnership",
"investment",
"customer_credit",
"other"
]
},
"transactionValueOMR": {
"type": "number",
"minimum": 0,
"maximum": 1000000000
}
},
"required": [
"companyId",
"transactionType"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}Output Schema
{
"type": "object",
"properties": {
"company": {
"type": "object",
"properties": {
"companyId": {
"type": "string"
},
"companyName": {
"type": "string"
},
"legalType": {
"type": [
"string",
"null"
]
},
"status": {
"type": [
"string",
"null"
]
},
"registrationNumber": {
"type": [
"string",
"null"
]
},
"registrationDate": {
"type": [
"string",
"null"
]
},
"industry": {
"type": [
"string",
"null"
]
},
"activities": {
"type": "array",
"items": {
"type": "string"
}
},
"governorate": {
"type": [
"string",
"null"
]
},
"wilayat": {
"type": [
"string",
"null"
]
},
"address": {
"type": [
"string",
"null"
]
},
"website": {
"type": [
"string",
"null"
]
},
"email": {
"type": [
"string",
"null"
]
},
"phone": {
"type": [
"string",
"null"
]
}
},
"required": [
"companyId",
"companyName",
"legalType",
"status",
"registrationNumber",
"registrationDate",
"industry",
"activities",
"governorate",
"wilayat",
"address",
"website",
"email",
"phone"
],
"additionalProperties": false
},
"verification": {
"type": "object",
"properties": {
"identityVerified": {
"type": "boolean"
},
"status": {
"type": [
"string",
"null"
]
},
"registrationAgeYears": {
"type": "integer",
"minimum": -9007199254740991,
"maximum": 9007199254740991
},
"verificationStatus": {
"type": "string",
"enum": [
"verified",
"reported",
"estimated",
"inferred",
"stale",
"conflicting",
"unknown"
]
},
"lastVerifiedAt": {
"type": [
"string",
"null"
]
},
"taxVerificationStatus": {
"type": [
"string",
"null"
]
},
"taxVerifiedAt": {
"type": [
"string",
"null"
]
}
},
"required": [
"identityVerified",
"status",
"registrationAgeYears",
"verificationStatus",
"lastVerifiedAt",
"taxVerificationStatus",
"taxVerifiedAt"
],
"additionalProperties": false
},
"procurement": {
"type": "object",
"properties": {
"registeredSupplier": {
"type": [
"boolean",
"null"
]
},
"supplierCategory": {
"type": [
"string",
"null"
]
},
"supplierClassification": {
"type": [
"string",
"null"
]
},
"governmentProcurementPresence": {
"type": [
"boolean",
"null"
]
},
"tendersParticipated": {
"anyOf": [
{
"type": "integer",
"minimum": -9007199254740991,
"maximum": 9007199254740991
},
{
"type": "null"
}
]
},
"awardedContractCount": {
"anyOf": [
{
"type": "integer",
"minimum": -9007199254740991,
"maximum": 9007199254740991
},
{
"type": "null"
}
]
},
"lastTenderActivityAt": {
"type": [
"string",
"null"
]
},
"awards": {
"type": "array",
"items": {
"type": "object",
"properties": {
"tenderNumber": {
"type": "string"
},
"buyer": {
"type": [
"string",
"null"
]
},
"title": {
"type": [
"string",
"null"
]
},
"status": {
"type": [
"string",
"null"
]
},
"awardValueOMR": {
"type": [
"number",
"null"
]
},
"category": {
"type": [
"string",
"null"
]
},
"sourceName": {
"type": "string"
},
"observedAt": {
"type": "string"
}
},
"required": [
"tenderNumber",
"buyer",
"title",
"status",
"awardValueOMR",
"category",
"sourceName",
"observedAt"
],
"additionalProperties": false
}
}
},
"required": [
"registeredSupplier",
"supplierCategory",
"supplierClassification",
"governmentProcurementPresence",
"tendersParticipated",
"awardedContractCount",
"lastTenderActivityAt",
"awards"
],
"additionalProperties": false
},
"commercialAssessment": {
"type": "object",
"properties": {
"operationalMaturity": {
"type": "string",
"enum": [
"new",
"early_stage",
"growing",
"established"
]
},
"digitalFootprint": {
"type": "string",
"enum": [
"strong",
"moderate",
"weak",
"none"
]
},
"publicInformationCoverage": {
"type": "string",
"enum": [
"high",
"medium",
"low"
]
},
"governmentProcurementActivity": {
"type": "string",
"enum": [
"active",
"limited",
"none"
]
}
},
"required": [
"operationalMaturity",
"digitalFootprint",
"publicInformationCoverage",
"governmentProcurementActivity"
],
"additionalProperties": false
},
"riskAssessment": {
"type": "object",
"properties": {
"riskLevel": {
"type": "string",
"enum": [
"low",
"medium",
"high"
]
},
"riskScore": {
"type": "integer",
"minimum": 0,
"maximum": 100
},
"riskFlags": {
"type": "array",
"items": {
"type": "object",
"properties": {
"code": {
"type": "string"
},
"severity": {
"type": "string",
"enum": [
"low",
"medium",
"high"
]
},
"message": {
"type": "string"
}
},
"required": [
"code",
"severity",
"message"
],
"additionalProperties": false
}
}
},
"required": [
"riskLevel",
"riskScore",
"riskFlags"
],
"additionalProperties": false
},
"recommendedDueDiligence": {
"type": "array",
"items": {
"type": "object",
"properties": {
"check": {
"type": "string"
},
"importance": {
"type": "string",
"enum": [
"low",
"medium",
"high"
]
}
},
"required": [
"check",
"importance"
],
"additionalProperties": false
}
},
"missingInformation": {
"type": "array",
"items": {
"type": "string"
}
},
"confidence": {
"type": "number",
"minimum": 0,
"maximum": 1
},
"confidenceReasons": {
"type": "array",
"items": {
"type": "string"
}
},
"dataCoverage": {
"type": "object",
"properties": {
"realSources": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"demoSources": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"latestVerifiedAt": {
"type": [
"string",
"null"
]
}
},
"required": [
"realSources",
"demoSources",
"latestVerifiedAt"
],
"additionalProperties": false
},
"sources": {
"type": "array",
"items": {
"type": "object",
"properties": {
"sourceName": {
"type": "string"
},
"sourceType": {
"type": "string",
"enum": [
"government",
"public_registry",
"tax_authority",
"government_procurement",
"company_website",
"licensed_feed",
"directory",
"news",
"demo",
"other",
"admin_manual"
]
},
"sourceAuthority": {
"type": "number",
"minimum": 0,
"maximum": 1
},
"sourceUrl": {
"type": [
"string",
"null"
]
},
"sourceRecordId": {
"type": [
"string",
"null"
]
},
"observedAt": {
"type": "string"
},
"verificationStatus": {
"type": "string",
"enum": [
"verified",
"reported",
"estimated",
"inferred",
"stale",
"conflicting",
"unknown"
]
},
"fields": {
"type": "array",
"items": {
"type": "string"
}
}
},
"required": [
"sourceName",
"sourceType",
"sourceAuthority",
"sourceUrl",
"sourceRecordId",
"observedAt",
"verificationStatus",
"fields"
],
"additionalProperties": false
}
}
},
"required": [
"company",
"verification",
"procurement",
"commercialAssessment",
"riskAssessment",
"recommendedDueDiligence",
"missingInformation",
"confidence",
"confidenceReasons",
"dataCoverage",
"sources"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}Community
Evidence
Recent observations
verifiedversion not recorded8 tools