Pages Websites
Page Structured Data MCP
Extract the structured data (schema markup) found on a page. Call the Page Structured Data API via REST or MCP to automate SEO research in your app or AI agent.
Page Structured Data AI Prompts & Use Cases
After connecting this MCP tool to your AI assistant, you can ask the questions below. Replace bracketed placeholders with your own inputs and use the supported values in Arguments.
New to Nexscope MCP? Follow the connection guide, then use the prompts below. The Integration and Parameters & Response tabs contain the connection steps, call example, and technical reference.
1. Inspect Page Structured Data
Prompt: Inspect the structured data found on [page URL] in my completed website audit [audit reference]. Show the returned documents and test summary without promising rich-result eligibility.
2. Prepare A Structured Data Review List
Prompt: Inspect the structured data found on [page URL] in my completed website audit [audit reference]. Show the returned documents and test summary without promising rich-result eligibility. Group returned structured-data documents by format and type, preserving their fields. Show fatal, error and warning counts separately; do not invent validator messages or promise rich-result eligibility.
3. Compare Structured Data Across Two Page Templates
Prompt: From completed audit [audit reference], retrieve structured data for [page URL A] and [page URL B] in two requests. Compare returned document formats, types and field names alongside their test-summary counts. Highlight differences for template review without inventing missing property requirements, detailed validator messages or rich-result eligibility.
What You Need to Provide
Provide the existing reference returned by the corresponding source request, from your own account. A placeholder reference cannot retrieve a real result.
Missing values are not zero. Interpret only returned evidence within its observation period and sample scope.
Step 1 · Connect
Connect Your AI Assistant
Connect a compatible MCP client to Nexscope, then select this tool from your assistant. Use the connection settings in your client to complete authentication.
POST https://api.nexscope.ai/mcp
MCP-Protocol-Version: 2025-11-25
Content-Type: application/jsonAuthentication
Use OAuth 2.1 Authorization Code with PKCE and the mcp:tools scope. API keys remain supported as a compatibility option.
Authorization: Bearer nk-xxxxxxxxxxxxxxxxxUsing an API key? Get your key from API Access and include it in the Authorization header shown above.
Call this MCP tool
nexscope_page_structured_datahttps://api.nexscope.ai/mcptools/callInitialize an MCP 2025-11-25 Streamable HTTP session at https://api.nexscope.ai/mcp, then use tools/call.
{
"jsonrpc": "2.0",
"id": "page-structured-data-1",
"method": "tools/call",
"params": {
"name": "nexscope_page_structured_data",
"arguments": {
"pageUrl": "https://www.nexscope.ai/",
"task_id": ""
}
}
}MCP 2025-11-25 · Streamable HTTPProgress is delivered on the original POST SSE response. GET SSE carries notifications; reconnecting must query existing asynchronous work rather than submit again.
Arguments
| Name | Type | Required | Description |
|---|---|---|---|
pageUrl | string | required | - |
task_id | string | required | - |
Response fields
Treat structuredContent as the programmatic API response payload.
| Name | Type | Required | Description |
|---|---|---|---|
code | integer | required | 0 is a successful envelope; inspect data.status separately. Allowed: 0, 42008, 42009 |
cost | string | required | Elapsed processing milliseconds; not price. -1 for non-web context. |
data | object | required | Data value used by this API operation. |
data.callId | string | null | optional | Call id value used by this API operation. |
data.completedAt | string | integer | null | optional | Completed at value used by this API operation. |
data.coverage | object | optional | Coverage value used by this API operation. |
data.coverage.missing | array | optional | Missing value used by this API operation. |
data.coverage.missing[] | object | required | Item in data coverage missing. |
data.coverage.missing[].field | string | optional | Field value used by this API operation. |
data.coverage.missing[].reason | string | optional | Reason value used by this API operation. |
data.coverage.status | string | optional | Status value used by this API operation. |
data.requestedAt | string | integer | null | optional | Requested at value used by this API operation. |
data.result | object | null | required | Result value used by this API operation. |
data.result.coverage | object | required | Coverage value used by this API operation. |
data.result.coverage.invalidItemCount | integer | required | Invalid item count value used by this API operation. Minimum: 0 |
data.result.coverage.limit | integer | required | Limit value used by this API operation. Minimum: 0 |
data.result.coverage.maxCrawlPages | integer | null | required | Max crawl pages value used by this API operation. Minimum: 0 |
data.result.coverage.offset | integer | required | Offset value used by this API operation. Minimum: 0 |
data.result.coverage.pagesCrawled | integer | null | required | Pages crawled value used by this API operation. Minimum: 0 |
data.result.coverage.providerTotal | integer | null | required | Provider total value used by this API operation. Minimum: 0 |
data.result.coverage.returnedCount | integer | required | Returned count value used by this API operation. Minimum: 0 |
data.result.coverage.sampled | boolean | required | Sampled value used by this API operation. Constant: true |
data.result.coverage.stopReason | string | null | required | Stop reason value used by this API operation. |
data.result.coverage.truncated | boolean | required | Truncated value used by this API operation. |
data.result.items | array | required | Items value used by this API operation. Maximum items: 1 |
data.result.items[] | object | required | Item in data result items. |
data.result.items[].documents | array | required | Documents value used by this API operation. Maximum items: 200 |
data.result.items[].documents[] | object | required | Item in data result items[] documents. |
data.result.items[].documents[].fields | array | required | Fields value used by this API operation. Maximum items: 200 |
data.result.items[].documents[].fields[] | object | required | Item in data result items[] documents[] fields. |
data.result.items[].documents[].fields[].children | array | required | Children value used by this API operation. Maximum items: 200 |
data.result.items[].documents[].fields[].issues | array | required | Issues value used by this API operation. Maximum items: 100 |
data.result.items[].documents[].fields[].issues[] | object | required | Item in data result items[] documents[] fields[] issues. |
data.result.items[].documents[].fields[].issues[].level | string | required | Level value used by this API operation. Allowed: fatal, error, warning, info |
data.result.items[].documents[].fields[].issues[].message | string | required | Message value used by this API operation. Maximum length: 4096 |
data.result.items[].documents[].fields[].name | string | required | Name value used by this API operation. |
data.result.items[].documents[].fields[].types | array | required | Types value used by this API operation. Maximum items: 100 |
data.result.items[].documents[].fields[].types[] | string | required | Item in data result items[] documents[] fields[] types. |
data.result.items[].documents[].fields[].values | array | required | Values value used by this API operation. Maximum items: 100 |
data.result.items[].documents[].fields[].values[] | any | required | Item in data result items[] documents[] fields[] values. |
data.result.items[].documents[].format | string | required | Format value used by this API operation. Constant: JSON_LD |
data.result.items[].documents[].types | array | required | Types value used by this API operation. Maximum items: 100 |
data.result.items[].documents[].types[] | string | required | Item in data result items[] documents[] types. |
data.result.items[].testSummary | object | required | Test summary value used by this API operation. |
data.result.items[].testSummary.error | integer | null | required | Error value used by this API operation. Minimum: 0 |
data.result.items[].testSummary.fatal | integer | null | required | Fatal value used by this API operation. Minimum: 0 |
data.result.items[].testSummary.info | integer | null | required | Info value used by this API operation. Minimum: 0 |
data.result.items[].testSummary.warning | integer | null | required | Warning value used by this API operation. Minimum: 0 |
data.result.missingFields | array | required | Missing fields value used by this API operation. Maximum items: 10000 |
data.result.missingFields[] | object | required | Item in data result missingFields. |
data.result.missingFields[].field | string | required | Field value used by this API operation. |
data.result.missingFields[].reason | string | required | Reason value used by this API operation. |
data.result.source | object | required | Source value used by this API operation. |
data.result.source.candidateId | string | required | Candidate id value used by this API operation. Constant: MD-PW-13 |
data.result.source.collectedAt | integer | null | required | Collected at value used by this API operation. Minimum: 0 Maximum: 9007199254740991 |
data.result.source.observationKind | string | required | Observation kind value used by this API operation. Constant: CRAWL_SAMPLE |
data.result.source.product | string | required | Product value used by this API operation. Constant: on_page |
data.result.source.provider | string | required | Provider value used by this API operation. Constant: DATAFORSEO |
data.result.source.queriedAt | integer | required | Queried at value used by this API operation. Minimum: 0 Maximum: 9007199254740991 |
data.result.source.sourceCallId | string | null | required | Source call id value used by this API operation. |
data.result.source.sourcePlanVersion | string | null | required | Source plan version value used by this API operation. |
data.result.source.sourceSchemaVersion | string | null | required | Source schema version value used by this API operation. |
data.result.warnings | array | required | Warnings value used by this API operation. Maximum items: 1000 |
data.result.warnings[] | string | required | Item in data result warnings. |
data.schemaVersion | string | null | optional | Schema version value used by this API operation. |
data.source | string | null | optional | Source value used by this API operation. |
data.status | string | optional | Status value used by this API operation. Allowed: SUCCESS, PARTIAL, EMPTY, PROCESSING, UNKNOWN, FAILED |
data.usage | object | null | optional | Usage value used by this API operation. |
data.usage.billingStatus | string | null | optional | Billing status value used by this API operation. |
data.usage.chargedCredits | string | integer | null | optional | Charged credits value used by this API operation. |
msg | string | null | required | Available upstream msg/errmsg/message is preferred for success and failure; Chinese is translated to English. Missing successful message is null. Platform-only errors and task states use platform English. Message text never determines success or retry. |
time | string | required | yyyy-MM-dd HH:mm:ss |
traceId | string | null | required | Trace id value used by this API operation. |
ts | string | required | Epoch milliseconds; global long serializer. |
One of option 1 — requires kind, value
| Name | Type | Required | Description |
|---|---|---|---|
data.result.items[].documents[].fields[].values[] | object | required | Item in data result items[] documents[] fields[] values. |
data.result.items[].documents[].fields[].values[].kind | string | required | Kind value used by this API operation. Constant: STRING |
data.result.items[].documents[].fields[].values[].value | string | required | Value value used by this API operation. Maximum length: 4096 |
One of option 2 — requires kind, value
| Name | Type | Required | Description |
|---|---|---|---|
data.result.items[].documents[].fields[].values[] | object | required | Item in data result items[] documents[] fields[] values. |
data.result.items[].documents[].fields[].values[].kind | string | required | Kind value used by this API operation. Constant: NUMBER |
data.result.items[].documents[].fields[].values[].value | number | required | Value value used by this API operation. |
One of option 3 — requires kind, value
| Name | Type | Required | Description |
|---|---|---|---|
data.result.items[].documents[].fields[].values[] | object | required | Item in data result items[] documents[] fields[] values. |
data.result.items[].documents[].fields[].values[].kind | string | required | Kind value used by this API operation. Constant: BOOLEAN |
data.result.items[].documents[].fields[].values[].value | boolean | required | Value value used by this API operation. |
One of option 4 — requires kind, value
| Name | Type | Required | Description |
|---|---|---|---|
data.result.items[].documents[].fields[].values[] | object | required | Item in data result items[] documents[] fields[] values. |
data.result.items[].documents[].fields[].values[].kind | string | required | Kind value used by this API operation. Constant: NULL |
data.result.items[].documents[].fields[].values[].value | null | required | Value value used by this API operation. |
Format Illustration
Illustrative example with fictional data, not a live tool call.
Illustrative Question
Inspect the structured data found on https://example.com/product in my completed website audit 00000000-0000-4000-8000-000000000001. Show the returned documents and test summary without promising rich-result eligibility.
Illustrative Response Explanation
The illustrative response has no returned structured-data documents and no test-summary counts. It cannot establish whether the page is eligible for rich results.
About this sample: Illustrative example with fictional data, not a live tool call. Reserved example domains and references demonstrate the format and cannot be used as proof of current results. Null fields remain unavailable, not zero.
Published sample data is not available for this page. A format illustration or workflow guide is not a substitute for a published result.
View the MCP Request & Response Format
Examples
Illustrative example with fictional data, not a live tool call.
The JSON-RPC envelope below illustrates how the shown arguments and payload fit into MCP. It is not captured network traffic or proof of a successful call. Workflow-only examples do not include a result.
MCP Request
{
"jsonrpc": "2.0",
"id": "page-structured-data-example",
"method": "tools/call",
"params": {
"name": "nexscope_page_structured_data",
"arguments": {
"pageUrl": "https://example.com/product",
"task_id": "00000000-0000-4000-8000-000000000001"
}
}
}MCP Response Format
{
"jsonrpc": "2.0",
"id": "page-structured-data-example",
"result": {
"content": [
{
"type": "text",
"text": "{\"code\":0,\"cost\":\"-1\",\"data\":{\"callId\":\"00000000-0000-4000-8000-000000000001\",\"completedAt\":\"1767225601000\",\"coverage\":{\"missing\":[],\"status\":\"PARTIAL\"},\"requestedAt\":\"1767225600000\",\"result\":{\"coverage\":{\"invalidItemCount\":0,\"limit\":0,\"maxCrawlPages\":null,\"offset\":0,\"pagesCrawled\":null,\"providerTotal\":null,\"returnedCount\":0,\"sampled\":true,\"stopReason\":null,\"truncated\":false},\"items\":[{\"documents\":[],\"testSummary\":{\"error\":null,\"fatal\":null,\"info\":null,\"warning\":null}}],\"missingFields\":[],\"source\":{\"candidateId\":\"MD-PW-13\",\"collectedAt\":null,\"observationKind\":\"CRAWL_SAMPLE\",\"product\":\"on_page\",\"provider\":\"DATAFORSEO\",\"queriedAt\":0,\"sourceCallId\":null,\"sourcePlanVersion\":null,\"sourceSchemaVersion\":null},\"warnings\":[]},\"schemaVersion\":\"1.0\",\"source\":\"dataforseo\",\"status\":\"PARTIAL\",\"usage\":null},\"msg\":null,\"time\":\"2026-01-01 00:00:01\",\"traceId\":null,\"ts\":\"1767225601000\"}"
}
],
"structuredContent": {
"code": 0,
"cost": "-1",
"data": {
"callId": "00000000-0000-4000-8000-000000000001",
"completedAt": "1767225601000",
"coverage": {
"missing": [],
"status": "PARTIAL"
},
"requestedAt": "1767225600000",
"result": {
"coverage": {
"invalidItemCount": 0,
"limit": 0,
"maxCrawlPages": null,
"offset": 0,
"pagesCrawled": null,
"providerTotal": null,
"returnedCount": 0,
"sampled": true,
"stopReason": null,
"truncated": false
},
"items": [
{
"documents": [],
"testSummary": {
"error": null,
"fatal": null,
"info": null,
"warning": null
}
}
],
"missingFields": [],
"source": {
"candidateId": "MD-PW-13",
"collectedAt": null,
"observationKind": "CRAWL_SAMPLE",
"product": "on_page",
"provider": "DATAFORSEO",
"queriedAt": 0,
"sourceCallId": null,
"sourcePlanVersion": null,
"sourceSchemaVersion": null
},
"warnings": []
},
"schemaVersion": "1.0",
"source": "dataforseo",
"status": "PARTIAL",
"usage": null
},
"msg": null,
"time": "2026-01-01 00:00:01",
"traceId": null,
"ts": "1767225601000"
},
"isError": false
}
}