create_lookup_jobRun one of the seven lookups durably. The operation's existing scope and billing apply; creating a job adds no surcharge. Use Idempotency-Key to retry safely.
| Name | Required | Description | Default |
|---|---|---|---|
| idempotency_key | No | Reuse this key when retrying the same inputs. |
| Name | Required | Description | Default |
|---|---|---|---|
| job | Yes |
Changes observed during successful MCP inspections.
Input schema / oneOfPrevious value: -[
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-]New value: +[
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+ "type": "string"
+ },
+ "type": {
+ "const": "vehicle_section",
+ "type": "string"
+ }
+ },
+ "required": [
+ "type",
+ "key",
+ "data"
+ ],
+ "type": "object"
+ },
+ {
+ "additionalProperties": true,
+ "properties": {
+ "match": {
+ "additionalProperties": {},
+ "properties": {
+ "date": {
+ "type": "string"
+ },
+ "imageUrl": {
+ "type": "string"
+ },
+ "matchKind": {
+ "type": "string"
+ },
+ "snippet": {
+ "type": "string"
+ },
+ "sourceDomain": {
+ "type": "string"
+ },
+ "thumbnailUrl": {
+ "type": "string"
+ },
+ "title": {
+ "type": "string"
+ },
+ "url": {
+ "type": "string"
+ }
+ },
+ "required": [
+ "url",
+ "sourceDomain"
+ ],
+ "type": "object"
+ },
+ "type": {
+ "const": "image_match",
+ "type": "string"
+ }
+ },
+ "required": [
+ "type",
+ "match"
+ ],
+ "type": "object"
+ },
+ {
+ "additionalProperties": true,
+ "properties": {
+ "image": {
+ "additionalProperties": {},
+ "properties": {
+ "imageUrl": {
+ "type": "string"
+ },
+ "sourceDomain": {
+ "type": "string"
+ },
+ "sourceUrl": {
+ "type": "string"
+ },
+ "thumbnailUrl": {
+ "type": "string"
+ },
+ "title": {
+ "type": "string"
+ }
+ },
+ "required": [
+ "imageUrl"
+ ],
+ "type": "object"
+ },
+ "type": {
+ "const": "similar_image",
+ "type": "string"
+ }
+ },
+ "required": [
+ "type",
+ "image"
+ ],
+ "type": "object"
+ },
+ {
+ "additionalProperties": true,
+ "properties": {
+ "result": {
+ "additionalProperties": {},
+ "properties": {
+ "matches": {
+ "items": {
+ "additionalProperties": {},
+ "properties": {
+ "date": {
+ "type": "string"
+ },
+ "imageUrl": {
+ "type": "string"
+ },
+ "matchKind": {
+ "type": "string"
+ },
+ "snippet": {
+ "type": "string"
+ },
+ "sourceDomain": {
+ "type": "string"
+ },
+ "thumbnailUrl": {
+ "type": "string"
+ },
+ "title": {
+ "type": "string"
+ },
+ "url": {
+ "type": "string"
+ }
+ },
+ "required": [
+ "url",
+ "sourceDomain"
+ ],
+ "type": "object"
+ },
+ "type": "array"
+ },
+ "provider": {
+ "type": "string"
+ },
+ "similar": {
+ "items": {
+ "additionalProperties": {},
+ "properties": {
+ "imageUrl": {
+ "type": "string"
+ },
+ "sourceDomain": {
+ "type": "string"
+ },
+ "sourceUrl": {
+ "type": "string"
+ },
+ "thumbnailUrl": {
+ "type": "string"
+ },
+ "title": {
+ "type": "string"
+ }
+ },
+ "required": [
+ "imageUrl"
+ ],
+ "type": "object"
+ },
+ "type": "array"
+ }
+ },
+ "required": [
+ "provider"
+ ],
+ "type": "object"
+ },
+ "type": {
+ "const": "image_summary",
+ "type": "string"
+ }
+ },
+ "required": [
+ "type",
+ "result"
+ ],
+ "type": "object"
+ },
+ {
+ "additionalProperties": true,
+ "properties": {
+ "type": {
+ "const": "done",
+ "type": "string"
+ }
+ },
+ "required": [
+ "type"
+ ],
+ "type": "object"
+ },
+ {
+ "additionalProperties": true,
+ "properties": {
+ "code": {
+ "type": "string"
+ },
+ "message": {
+ "type": "string"
+ },
+ "type": {
+ "const": "error",
+ "type": "string"
+ }
+ },
+ "required": [
+ "type",
+ "message"
+ ],
+ "type": "object"
+ },
+ {
+ "additionalProperties": {},
+ "properties": {
+ "type": {
+ "type": "string"
+ }
+ },
+ "required": [
+ "type"
+ ],
+ "type": "object"
+ }
+ ]
+ },
+ "type": "array"
+ },
+ "metadata": {
+ "additionalProperties": true,
+ "properties": {
+ "api_version": {
+ "const": "v1",
+ "type": "string"
+ },
+ "generated_at": {
+ "type": "string"
+ },
+ "operation": {
+ "enum": [
+ "search",
+ "dossier",
+ "chat",
+ "entity_search",
+ "entity_dossier",
+ "reverse_image",
+ "vin"
+ ],
+ "type": "string"
+ },
+ "request_id": {
+ "type": "string"
+ },
+ "sandbox": {
+ "type": "boolean"
+ }
+ },
+ "required": [
+ "api_version",
+ "operation",
+ "request_id",
+ "generated_at"
+ ],
+ "type": "object"
+ },
+ "object": {
+ "const": "dossier_result",
+ "type": "string"
+ },
+ "request_id": {
+ "type": "string"
+ },
+ "status": {
+ "const": "partial",
+ "type": "string"
+ },
+ "usage": {
+ "additionalProperties": true,
+ "properties": {
+ "allowanceSource": {
+ "enum": [
+ "weekly",
+ "coin"
+ ],
+ "type": "string"
+ },
+ "cached": {
+ "type": "boolean"
+ },
+ "credits": {
+ "type": "number"
+ },
+ "idempotencyKey": {
+ "type": "string"
+ },
+ "metered": {
+ "type": "boolean"
+ },
+ "percentageCharged": {
+ "type": "number"
+ },
+ "remainingPercent": {
+ "type": "number"
+ },
+ "replayed": {
+ "type": "boolean"
+ },
+ "resetAt": {
+ "type": "string"
+ },
+ "sandbox": {
+ "type": "boolean"
+ },
+ "source": {
+ "enum": [
+ "included",
+ "extra",
+ "mixed"
+ ],
+ "type": "string"
+ }
+ },
+ "required": [
+ "metered",
+ "credits"
+ ],
+ "type": "object"
+ },
+ "warning": {
+ "type": "string"
+ }
+ },
+ "required": [
+ "request_id",
+ "metadata",
+ "usage",
+ "events",
+ "object",
+ "cached",
+ "dossier"
+ ],
+ "type": "object"
+ },
+ {
+ "additionalProperties": true,
+ "properties": {
+ "answer": {
+ "type": "string"
+ },
+ "events": {
+ "items": {
+ "anyOf": [
+ {
+ "additionalProperties": true,
+ "properties": {
+ "hit": {
+ "anyOf": [
+ {
+ "additionalProperties": {},
+ "properties": {
+ "age": {
+ "exclusiveMinimum": 0,
+ "maximum": 9007199254740991,
+ "type": "integer"
+ },
+ "avatarCandidates": {
+ "items": {
+ "format": "uri",
+ "type": "string"
+ },
+ "maxItems": 10,
+ "type": "array"
+ },
+ "avatarContext": {
+ "enum": [
+ "account",
+ "authority",
+ "submitted",
+ "subject"
+ ],
+ "type": "string"
+ },
+ "avatarUrl": {
+ "format": "uri",
+ "type": "string"
+ },
+ "confidence": {
+ "type": "number"
+ },
+ "headline": {
+ "maxLength": 500,
+ "type": "string"
+ },
+ "id": {
+ "type": "string"
+ },
+ "identityContext": {
+ "enum": [
+ "account",
+ "authority",
+ "submitted"
+ ],
+ "type": "string"
+ },
+ "initials": {
+ "type": "string"
+ },
+ "kind": {
+ "const": "person",
+ "type": "string"
+ },
+ "linkedProfileUrls": {
+ "items": {
+ "format": "uri",
+ "type": "string"
+ },
+ "maxItems": 32,
+ "type": "array"
+ },
+ "location": {
+ "maxLength": 500,
+ "type": "string"
+ },
+ "name": {
+ "maxLength": 180,
+ "minLength": 1,
+ "type": "string"
+ },
+ "primaryPlatform": {
+ "enum": [
+ "instagram",
+ "facebook",
+ "x",
+ "twitter",
+ "tiktok",
+ "linkedin",
+ "youtube",
+ "whatsapp",
+ "telegram",
+ "snapchat",
+ "reddit",
+ "threads",
+ "bluesky",
+ "mastodon",
+ "pinterest",
+ "twitch",
+ "discord",
+ "tinder",
+ "bumble",
+ "hinge",
+ "onlyfans",
+ "fansly",
+ "patreon",
+ "cameo",
+ "vsco",
+ "tumblr",
+ "flickr",
+ "strava",
+ "apple_music",
+ "bandcamp",
+ "lastfm",
+ "vimeo",
+ "letterboxd",
+ "goodreads",
+ "quora",
+ "github",
+ "stack_overflow",
+ "hacker_news",
+ "npm",
+ "kaggle",
+ "medium",
+ "substack",
+ "product_hunt",
+ "wellfound",
+ "crunchbase",
+ "behance",
+ "dribbble",
+ "soundcloud",
+ "spotify",
+ "orcid",
+ "google_scholar",
+ "researchgate",
+ "academia",
+ "linktree",
+ "personal_website",
+ "company_page",
+ "other"
+ ],
+ "type": "string"
+ },
+ "primaryUrl": {
+ "format": "uri",
+ "type": "string"
+ },
+ "primaryUsername": {
+ "maxLength": 80,
+ "type": "string"
+ },
+ "seedEmail": {
+ "maxLength": 320,
+ "type": "string"
+ },
+ "seedPhone": {
+ "maxLength": 80,
+ "type": "string"
+ },
+ "tags": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ }
+ },
+ "required": [
+ "id",
+ "name",
+ "initials",
+ "confidence",
+ "tags"
+ ],
+ "type": "object"
+ },
+ {
+ "additionalProperties": {},
+ "properties": {
+ "confidence": {
+ "type": "number"
+ },
+ "domain": {
+ "maxLength": 255,
+ "type": "string"
+ },
+ "headline": {
+ "maxLength": 500,
+ "type": "string"
+ },
+ "id": {
+ "type": "string"
+ },
+ "initials": {
+ "type": "string"
+ },
+ "jurisdiction": {
+ "maxLength": 120,
+ "type": "string"
+ },
+ "kind": {
+ "const": "company",
+ "type": "string"
+ },
+ "legalName": {
+ "maxLength": 180,
+ "type": "string"
+ },
+ "logoUrl": {
+ "format": "uri",
+ "type": "string"
+ },
+ "name": {
+ "maxLength": 180,
+ "minLength": 1,
+ "type": "string"
+ },
+ "seedDomain": {
+ "maxLength": 255,
+ "type": "string"
+ },
+ "seedRegistryId": {
+ "maxLength": 120,
+ "type": "string"
+ },
+ "seedRegistrySource": {
+ "maxLength": 80,
+ "type": "string"
+ },
+ "status": {
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+ "dissolved",
+ "unknown"
+ ],
+ "type": "string"
+ },
+ "tags": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ }
+ },
+ "required": [
+ "id",
+ "name",
+ "initials",
+ "confidence",
+ "tags",
+ "kind"
+ ],
+ "type": "object"
+ }
+ ]
+ },
+ "type": {
+ "const": "hit",
+ "type": "string"
+ }
+ },
+ "required": [
+ "type",
+ "hit"
+ ],
+ "type": "object"
+ },
+ {
+ "additionalProperties": true,
+ "properties": {
+ "delta": {
+ "type": "string"
+ },
+ "type": {
+ "const": "text",
+ "type": "string"
+ }
+ },
+ "required": [
+ "type",
+ "delta"
+ ],
+ "type": "object"
+ },
+ {
+ "additionalProperties": true,
+ "properties": {
+ "delta": {
+ "type": "string"
+ },
+ "type": {
+ "const": "summary",
+ "type": "string"
+ }
+ },
+ "required": [
+ "type",
+ "delta"
+ ],
+ "type": "object"
+ },
+ {
+ "additionalProperties": true,
+ "properties": {
+ "sources": {
+ "items": {
+ "additionalProperties": {},
+ "properties": {
+ "authorImageUrl": {
+ "type": "string"
+ },
+ "authorName": {
+ "type": "string"
+ },
+ "cited": {
+ "type": "boolean"
+ },
+ "domain": {
+ "type": "string"
+ },
+ "id": {
+ "type": "string"
+ },
+ "position": {
+ "type": "number"
+ },
+ "publishedAt": {
+ "type": "string"
+ },
+ "snippet": {
+ "type": "string"
+ },
+ "title": {
+ "type": "string"
+ },
+ "url": {
+ "type": "string"
+ }
+ },
+ "required": [
+ "id",
+ "position",
+ "url",
+ "title",
+ "domain"
+ ],
+ "type": "object"
+ },
+ "type": "array"
+ },
+ "type": {
+ "const": "sources",
+ "type": "string"
+ }
+ },
+ "required": [
+ "type",
+ "sources"
+ ],
+ "type": "object"
+ },
+ {
+ "additionalProperties": true,
+ "properties": {
+ "questions": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "type": {
+ "const": "related",
+ "type": "string"
+ }
+ },
+ "required": [
+ "type",
+ "questions"
+ ],
+ "type": "object"
+ },
+ {
+ "additionalProperties": true,
+ "properties": {
+ "data": {},
+ "key": {
+ "enum": [
+ "identity",
+ "photos",
+ "contact",
+ "socials",
+ "locations",
+ "relatives",
+ "work",
+ "education",
+ "mentions",
+ "dating",
+ "relationships"
+ ],
+ "type": "string"
+ },
+ "type": {
+ "const": "section",
+ "type": "string"
+ }
+ },
+ "required": [
+ "type",
+ "key",
+ "data"
+ ],
+ "type": "object"
+ },
+ {
+ "additionalProperties": true,
+ "properties": {
+ "data": {},
+ "key": {
+ "enum": [
+ "identity",
+ "registration",
+ "industry",
+ "financials",
+ "funding",
+ "executives",
+ "locations",
+ "linkage",
+ "contact",
+ "mentions"
+ ],
+ "type": "string"
+ },
+ "type": {
+ "const": "entity_section",
+ "type": "string"
+ }
+ },
+ "required": [
+ "type",
+ "key",
+ "data"
+ ],
+ "type": "object"
+ },
+ {
+ "additionalProperties": true,
+ "properties": {
+ "data": {},
+ "key": {
+ "enum": [
+ "identity",
+ "engine",
+ "safety",
+ "recalls",
+ "history"
+ ],
+ "type": "string"
+ },
+ "type": {
+ "const": "vehicle_section",
+ "type": "string"
+ }
+ },
+ "required": [
+ "type",
+ "key",
+ "data"
+ ],
+ "type": "object"
+ },
+ {
+ "additionalProperties": true,
+ "properties": {
+ "match": {
+ "additionalProperties": {},
+ "properties": {
+ "date": {
+ "type": "string"
+ },
+ "imageUrl": {
+ "type": "string"
+ },
+ "matchKind": {
+ "type": "string"
+ },
+ "snippet": {
+ "type": "string"
+ },
+ "sourceDomain": {
+ "type": "string"
+ },
+ "thumbnailUrl": {
+ "type": "string"
+ },
+ "title": {
+ "type": "string"
+ },
+ "url": {
+ "type": "string"
+ }
+ },
+ "required": [
+ "url",
+ "sourceDomain"
+ ],
+ "type": "object"
+ },
+ "type": {
+ "const": "image_match",
+ "type": "string"
+ }
+ },
+ "required": [
+ "type",
+ "match"
+ ],
+ "type": "object"
+ },
+ {
+ "additionalProperties": true,
+ "properties": {
+ "image": {
+ "additionalProperties": {},
+ "properties": {
+ "imageUrl": {
+ "type": "string"
+ },
+ "sourceDomain": {
+ "type": "string"
+ },
+ "sourceUrl": {
+ "type": "string"
+ },
+ "thumbnailUrl": {
+ "type": "string"
+ },
+ "title": {
+ "type": "string"
+ }
+ },
+ "required": [
+ "imageUrl"
+ ],
+ "type": "object"
+ },
+ "type": {
+ "const": "similar_image",
+ "type": "string"
+ }
+ },
+ "required": [
+ "type",
+ "image"
+ ],
+ "type": "object"
+ },
+ {
+ "additionalProperties": true,
+ "properties": {
+ "result": {
+ "additionalProperties": {},
+ "properties": {
+ "matches": {
+ "items": {
+ "additionalProperties": {},
+ "properties": {
+ "date": {
+ "type": "string"
+ },
+ "imageUrl": {
+ "type": "string"
+ },
+ "matchKind": {
+ "type": "string"
+ },
+ "snippet": {
+ "type": "string"
+ },
+ "sourceDomain": {
+ "type": "string"
+ },
+ "thumbnailUrl": {
+ "type": "string"
+ },
+ "title": {
+ "type": "string"
+ },
+ "url": {
+ "type": "string"
+ }
+ },
+ "required": [
+ "url",
+ "sourceDomain"
+ ],
+ "type": "object"
+ },
+ "type": "array"
+ },
+ "provider": {
+ "type": "string"
+ },
+ "similar": {
+ "items": {
+ "additionalProperties": {},
+ "properties": {
+ "imageUrl": {
+ "type": "string"
+ },
+ "sourceDomain": {
+ "type": "string"
+ },
+ "sourceUrl": {
+ "type": "string"
+ },
+ "thumbnailUrl": {
+ "type": "string"
+ },
+ "title": {
+ "type": "string"
+ }
+ },
+ "required": [
+ "imageUrl"
+ ],
+ "type": "object"
+ },
+ "type": "array"
+ }
+ },
+ "required": [
+ "provider"
+ ],
+ "type": "object"
+ },
+ "type": {
+ "const": "image_summary",
+ "type": "string"
+ }
+ },
+ "required": [
+ "type",
+ "result"
+ ],
+ "type": "object"
+ },
+ {
+ "additionalProperties": true,
+ "properties": {
+ "type": {
+ "const": "done",
+ "type": "string"
+ }
+ },
+ "required": [
+ "type"
+ ],
+ "type": "object"
+ },
+ {
+ "additionalProperties": true,
+ "properties": {
+ "code": {
+ "type": "string"
+ },
+ "message": {
+ "type": "string"
+ },
+ "type": {
+ "const": "error",
+ "type": "string"
+ }
+ },
+ "required": [
+ "type",
+ "message"
+ ],
+ "type": "object"
+ },
+ {
+ "additionalProperties": {},
+ "properties": {
+ "type": {
+ "type": "string"
+ }
+ },
+ "required": [
+ "type"
+ ],
+ "type": "object"
+ }
+ ]
+ },
+ "type": "array"
+ },
+ "metadata": {
+ "additionalProperties": true,
+ "properties": {
+ "api_version": {
+ "const": "v1",
+ "type": "string"
+ },
+ "generated_at": {
+ "type": "string"
+ },
+ "operation": {
+ "enum": [
+ "search",
+ "dossier",
+ "chat",
+ "entity_search",
+ "entity_dossier",
+ "reverse_image",
+ "vin"
+ ],
+ "type": "string"
+ },
+ "request_id": {
+ "type": "string"
+ },
+ "sandbox": {
+ "type": "boolean"
+ }
+ },
+ "required": [
+ "api_version",
+ "operation",
+ "request_id",
+ "generated_at"
+ ],
+ "type": "object"
+ },
+ "object": {
+ "const": "chat_result",
+ "type": "string"
+ },
+ "related_questions": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "request_id": {
+ "type": "string"
+ },
+ "status": {
+ "const": "partial",
+ "type": "string"
+ },
+ "usage": {
+ "additionalProperties": true,
+ "properties": {
+ "allowanceSource": {
+ "enum": [
+ "weekly",
+ "coin"
+ ],
+ "type": "string"
+ },
+ "cached": {
+ "type": "boolean"
+ },
+ "credits": {
+ "type": "number"
+ },
+ "idempotencyKey": {
+ "type": "string"
+ },
+ "metered": {
+ "type": "boolean"
+ },
+ "percentageCharged": {
+ "type": "number"
+ },
+ "remainingPercent": {
+ "type": "number"
+ },
+ "replayed": {
+ "type": "boolean"
+ },
+ "resetAt": {
+ "type": "string"
+ },
+ "sandbox": {
+ "type": "boolean"
+ },
+ "source": {
+ "enum": [
+ "included",
+ "extra",
+ "mixed"
+ ],
+ "type": "string"
+ }
+ },
+ "required": [
+ "metered",
+ "credits"
+ ],
+ "type": "object"
+ },
+ "warning": {
+ "type": "string"
+ }
+ },
+ "required": [
+ "request_id",
+ "metadata",
+ "usage",
+ "events",
+ "object",
+ "answer",
+ "related_questions"
+ ],
+ "type": "object"
+ },
+ {
+ "additionalProperties": true,
+ "properties": {
+ "companies": {
+ "items": {
+ "additionalProperties": {},
+ "properties": {
+ "confidence": {
+ "type": "number"
+ },
+ "domain": {
+ "maxLength": 255,
+ "type": "string"
+ },
+ "headline": {
+ "maxLength": 500,
+ "type": "string"
+ },
+ "id": {
+ "type": "string"
+ },
+ "initials": {
+ "type": "string"
+ },
+ "jurisdiction": {
+ "maxLength": 120,
+ "type": "string"
+ },
+ "kind": {
+ "const": "company",
+ "type": "string"
+ },
+ "legalName": {
+ "maxLength": 180,
+ "type": "string"
+ },
+ "logoUrl": {
+ "format": "uri",
+ "type": "string"
+ },
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+ "type": "object"
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+ "type": {
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+ "type": "string"
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+ },
+ "required": [
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+ ],
+ "type": "object"
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+ {
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+ {
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+ "generated_at": {
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+ "entity_search",
+ "entity_dossier",
+ "reverse_image",
+ "vin"
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+ "type": "string"
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+ "sandbox": {
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+ },
+ "required": [
+ "api_version",
+ "operation",
+ "request_id",
+ "generated_at"
+ ],
+ "type": "object"
+ },
+ "object": {
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+ "type": "string"
+ },
+ "requestId": {
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+ },
+ "request_id": {
+ "type": "string"
+ },
+ "status": {
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+ "required": [
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+ "type": "object"
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+ "historyProvider": {
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+ "manufacturer": {
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+ "recalls": {
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+ "component": {
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+ "type": "object"
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+ "type": "array"
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+ "safety": {
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+ "properties": {
+ "airbags": {
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+ "ratings": {
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+ "vin": {
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+ "year": {
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+ },
+ "required": [
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+ "engine",
+ "safety",
+ "recalls",
+ "history",
+ "summary",
+ "sources",
+ "createdAt",
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+ "type": "object"
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+ "warning": {
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+ "required": [
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+ "requestId",
+ "object",
+ "cached",
+ "vehicle"
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+ {
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+ "type": "string"
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+ "generated_at": {
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+ "dossier",
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+ "type": "string"
+ },
+ "similar": {
+ "items": {
+ "additionalProperties": {},
+ "properties": {
+ "imageUrl": {
+ "type": "string"
+ },
+ "sourceDomain": {
+ "type": "string"
+ },
+ "sourceUrl": {
+ "type": "string"
+ },
+ "thumbnailUrl": {
+ "type": "string"
+ },
+ "title": {
+ "type": "string"
+ }
+ },
+ "required": [
+ "imageUrl"
+ ],
+ "type": "object"
+ },
+ "type": "array"
+ }
+ },
+ "required": [
+ "provider"
+ ],
+ "type": "object"
+ },
+ "type": {
+ "const": "image_summary",
+ "type": "string"
+ }
+ },
+ "required": [
+ "type",
+ "result"
+ ],
+ "type": "object"
+ },
+ {
+ "additionalProperties": true,
+ "properties": {
+ "type": {
+ "const": "done",
+ "type": "string"
+ }
+ },
+ "required": [
+ "type"
+ ],
+ "type": "object"
+ },
+ {
+ "additionalProperties": true,
+ "properties": {
+ "code": {
+ "type": "string"
+ },
+ "message": {
+ "type": "string"
+ },
+ "type": {
+ "const": "error",
+ "type": "string"
+ }
+ },
+ "required": [
+ "type",
+ "message"
+ ],
+ "type": "object"
+ },
+ {
+ "additionalProperties": {},
+ "properties": {
+ "type": {
+ "type": "string"
+ }
+ },
+ "required": [
+ "type"
+ ],
+ "type": "object"
+ }
+ ]
+ },
+ "type": "array"
+ },
+ "metadata": {
+ "additionalProperties": true,
+ "properties": {
+ "api_version": {
+ "const": "v1",
+ "type": "string"
+ },
+ "generated_at": {
+ "type": "string"
+ },
+ "operation": {
+ "enum": [
+ "search",
+ "dossier",
+ "chat",
+ "entity_search",
+ "entity_dossier",
+ "reverse_image",
+ "vin"
+ ],
+ "type": "string"
+ },
+ "request_id": {
+ "type": "string"
+ },
+ "sandbox": {
+ "type": "boolean"
+ }
+ },
+ "required": [
+ "api_version",
+ "operation",
+ "request_id",
+ "generated_at"
+ ],
+ "type": "object"
+ },
+ "object": {
+ "const": "vin_result",
+ "type": "string"
+ },
+ "requestId": {
+ "type": "string"
+ },
+ "request_id": {
+ "type": "string"
+ },
+ "status": {
+ "const": "partial",
+ "type": "string"
+ },
+ "usage": {
+ "additionalProperties": true,
+ "properties": {
+ "allowanceSource": {
+ "enum": [
+ "weekly",
+ "coin"
+ ],
+ "type": "string"
+ },
+ "cached": {
+ "type": "boolean"
+ },
+ "credits": {
+ "type": "number"
+ },
+ "idempotencyKey": {
+ "type": "string"
+ },
+ "metered": {
+ "type": "boolean"
+ },
+ "percentageCharged": {
+ "type": "number"
+ },
+ "remainingPercent": {
+ "type": "number"
+ },
+ "replayed": {
+ "type": "boolean"
+ },
+ "resetAt": {
+ "type": "string"
+ },
+ "sandbox": {
+ "type": "boolean"
+ },
+ "source": {
+ "enum": [
+ "included",
+ "extra",
+ "mixed"
+ ],
+ "type": "string"
+ }
+ },
+ "required": [
+ "metered",
+ "credits"
+ ],
+ "type": "object"
+ },
+ "vehicle": {
+ "additionalProperties": {},
+ "properties": {
+ "bodyClass": {
+ "type": "string"
+ },
+ "createdAt": {
+ "type": "string"
+ },
+ "doors": {
+ "type": "number"
+ },
+ "driveType": {
+ "type": "string"
+ },
+ "engine": {
+ "additionalProperties": true,
+ "properties": {
+ "cylinders": {
+ "type": "string"
+ },
+ "displacementL": {
+ "type": "string"
+ },
+ "electrification": {
+ "type": "string"
+ },
+ "fuelType": {
+ "type": "string"
+ },
+ "horsepower": {
+ "type": "string"
+ },
+ "transmission": {
+ "type": "string"
+ }
+ },
+ "type": "object"
+ },
+ "headline": {
+ "type": "string"
+ },
+ "history": {
+ "items": {
+ "additionalProperties": true,
+ "properties": {
+ "date": {
+ "type": "string"
+ },
+ "detail": {
+ "type": "string"
+ },
+ "source": {
+ "type": "string"
+ },
+ "type": {
+ "type": "string"
+ }
+ },
+ "required": [
+ "type"
+ ],
+ "type": "object"
+ },
+ "type": "array"
+ },
+ "historyProvider": {
+ "type": "string"
+ },
+ "make": {
+ "type": "string"
+ },
+ "manufacturer": {
+ "type": "string"
+ },
+ "model": {
+ "type": "string"
+ },
+ "plant": {
+ "type": "string"
+ },
+ "recalls": {
+ "items": {
+ "additionalProperties": true,
+ "properties": {
+ "campaign": {
+ "type": "string"
+ },
+ "component": {
+ "type": "string"
+ },
+ "remedy": {
+ "type": "string"
+ },
+ "reportedDate": {
+ "type": "string"
+ },
+ "summary": {
+ "type": "string"
+ }
+ },
+ "type": "object"
+ },
+ "type": "array"
+ },
+ "safety": {
+ "additionalProperties": true,
+ "properties": {
+ "airbags": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "features": {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ "ratings": {
+ "items": {
+ "additionalProperties": true,
+ "properties": {
+ "frontalCrash": {
+ "type": "string"
+ },
+ "overall": {
+ "type": "string"
+ },
+ "program": {
+ "type": "string"
+ },
+ "rollover": {
+ "type": "string"
+ },
+ "sideCrash": {
+ "type": "string"
+ }
+ },
+ "type": "object"
+ },
+ "type": "array"
+ }
+ },
+ "required": [
+ "airbags",
+ "features",
+ "ratings"
+ ],
+ "type": "object"
+ },
+ "series": {
+ "type": "string"
+ },
+ "sources": {
+ "items": {
+ "additionalProperties": {},
+ "properties": {
+ "authorImageUrl": {
+ "type": "string"
+ },
+ "authorName": {
+ "type": "string"
+ },
+ "cited": {
+ "type": "boolean"
+ },
+ "domain": {
+ "type": "string"
+ },
+ "id": {
+ "type": "string"
+ },
+ "position": {
+ "type": "number"
+ },
+ "publishedAt": {
+ "type": "string"
+ },
+ "snippet": {
+ "type": "string"
+ },
+ "title": {
+ "type": "string"
+ },
+ "url": {
+ "type": "string"
+ }
+ },
+ "required": [
+ "id",
+ "position",
+ "url",
+ "title",
+ "domain"
+ ],
+ "type": "object"
+ },
+ "type": "array"
+ },
+ "summary": {
+ "type": "string"
+ },
+ "trim": {
+ "type": "string"
+ },
+ "updatedAt": {
+ "type": "string"
+ },
+ "vehicleType": {
+ "type": "string"
+ },
+ "vin": {
+ "type": "string"
+ },
+ "year": {
+ "type": "number"
+ }
+ },
+ "required": [
+ "vin",
+ "engine",
+ "safety",
+ "recalls",
+ "history",
+ "summary",
+ "sources",
+ "createdAt",
+ "updatedAt"
+ ],
+ "type": "object"
+ },
+ "warning": {
+ "type": "string"
+ }
+ },
+ "required": [
+ "request_id",
+ "metadata",
+ "usage",
+ "events",
+ "requestId",
+ "object",
+ "cached",
+ "vehicle"
+ ],
+ "type": "object"
+ },
+ {
+ "type": "null"
+ }
+]Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations only cover the safety profile (readOnlyHint=false, destructiveHint=false); the description usefully adds billing behavior ('no surcharge') and the idempotency/retry contract, which go beyond structured data. It omits the most important behavioral trait of a durable job: that results are produced asynchronously and must be fetched later via get_lookup_job.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Three short, front-loaded sentences with no filler; the durability and cost statements come before the retry hint. Efficient, though the second sentence is slightly dense in its stacking of scope and billing.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
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 the description covers cost and retry semantics. The remaining gap is lifecycle: for a job-creation tool with dedicated get/cancel/list siblings, the description should say the call returns a job to be polled, which its sibling router depends on.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is reported at 100%, so the schema carries the parameter burden and a baseline of 3 is appropriate. The description echoes the idempotency_key guidance already present in the schema and says nothing about the 'operation' discriminator or the seven input shapes the oneOf enumerates.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb and resource ('run one of the seven lookups') and adds the key qualifier 'durably', which signals job-style execution rather than an inline lookup. It does not, however, name or contrast itself with the synchronous siblings (search_people, build_dossier) or the other job-lifecycle tools (get_lookup_job, cancel_lookup_job), so differentiation is left to inference.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Gives two useful operating notes: existing scope/billing apply with no surcharge, and Idempotency-Key enables safe retries. It never states when to choose this tool over the synchronous lookups or when to follow up with get_lookup_job, so the agent gets context but no routing guidance.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Add one secure layer between your agents and this server.