Hosted MCP server for Google Ads and LinkedIn Ads analysis.
Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.
linkedin_get_creative_preview_assetlinkedin_render_account_healthlinkedin_compare_creative_performance5 fields changedInput schema / properties / lookbackDays / anyOfAdded value: +[
+ {
+ "type": "number"
+ },
+ {
+ "type": "string"
+ }
+]Input schema / properties / lookbackDays / descriptionPrevious value: -"Performance-report style alias for a single trailing window size in days when windows is omitted. For example, lookbackDays: 30 is equivalent to windows: [30]."New value: +"Performance-report style alias for a single trailing window size in days when windows is omitted. For example, lookbackDays: 30, \"30d\", \"30 days\", or \"past 30 days\" is equivalent to windows: [30]."Input schema / properties / lookbackDays / typeRemoved value: -"number"Input schema / properties / windows / items / anyOfAdded value: +[
+ {
+ "type": "number"
+ },
+ {
+ "type": "string"
+ }
+]Input schema / properties / windows / items / typeRemoved value: -"number"linkedin_record_creative_comparison_render_eventlinkedin_render_creative_comparison5 fields changedInput schema / properties / lookbackDays / anyOfAdded value: +[
+ {
+ "type": "number"
+ },
+ {
+ "type": "string"
+ }
+]Input schema / properties / lookbackDays / descriptionPrevious value: -"Performance-report style alias for a single trailing window size in days when windows is omitted. For example, lookbackDays: 30 is equivalent to windows: [30]."New value: +"Performance-report style alias for a single trailing window size in days when windows is omitted. For example, lookbackDays: 30, \"30d\", \"30 days\", or \"past 30 days\" is equivalent to windows: [30]."Input schema / properties / lookbackDays / typeRemoved value: -"number"Input schema / properties / windows / items / anyOfAdded value: +[
+ {
+ "type": "number"
+ },
+ {
+ "type": "string"
+ }
+]Input schema / properties / windows / items / typeRemoved value: -"number"linkedin_render_creative_comparison1 field changedInput schema / properties / pageSize / descriptionPrevious value: -"MCP delivery page size for creative comparison rows when comparisonPayload is not supplied. Defaults to 50, max 200."New value: +"MCP delivery page size for raw creative rows when comparisonPayload is not supplied. Visual renders automatically request up to 200 rows for app hydration so the dashboard is not limited by model-supplied page sizes."linkedin_get_creative_comparison_rowslinkedin_render_creative_comparison1 field changedInput schema / oneOfRemoved value: -[
- {
- "required": [
- "comparisonPayload"
- ]
- },
- {
- "not": {
- "anyOf": [
- {
- "required": [
- "campaignId"
- ]
- },
- {
- "required": [
- "campaignIds"
- ]
- }
- ]
- },
- "properties": {
- "scope": {
- "enum": [
- "account"
- ],
- "type": "string"
- }
- },
- "required": [
- "scope",
- "accountId"
- ]
- },
- {
- "anyOf": [
- {
- "required": [
- "advertiserContextId"
- ]
- },
- {
- "required": [
- "advertiserName"
- ]
- },
- {
- "required": [
- "query"
- ]
- }
- ],
- "not": {
- "anyOf": [
- {
- "required": [
- "campaignId"
- ]
- },
- {
- "required": [
- "campaignIds"
- ]
- }
- ]
- }
- },
- {
- "anyOf": [
- {
- "required": [
- "campaignId"
- ]
- },
- {
- "required": [
- "campaignIds"
- ]
- }
- ],
- "properties": {
- "scope": {
- "enum": [
- "campaign"
- ],
- "type": "string"
- }
- },
- "required": [
- "scope"
- ]
- }
-]linkedin_compare_creative_performance1 field changedInput schema / properties / accountId / descriptionPrevious value: -"Numeric LinkedIn Ad Account ID. Required for account-wide creative comparisons. When used with campaignId or campaignIds, set scope to campaign so the account is treated only as the parent account."New value: +"Numeric LinkedIn Ad Account ID. If omitted for account-wide creative comparisons, advertiserName/query or the most recent LinkedIn account from session memory is used when available. When used with campaignId or campaignIds, set scope to campaign so the account is treated only as the parent account."linkedin_render_creative_comparison2 fields changedInput schema / properties / accountId / descriptionPrevious value: -"Numeric LinkedIn Ad Account ID. Required for account-wide creative reports. When used with campaignId or campaignIds, set scope to campaign so the account is treated only as the parent account."New value: +"Numeric LinkedIn Ad Account ID. If omitted for account-wide creative reports, advertiserName/query or the most recent LinkedIn account from session memory is used when available. When used with campaignId or campaignIds, set scope to campaign so the account is treated only as the parent account."Input schema / properties / comparisonPayload / descriptionPrevious value: -"The structuredContent object returned by linkedin_compare_creative_performance."New value: +"The structuredContent object returned by linkedin_compare_creative_performance, or a wrapper object containing that payload such as a prior render result."linkedin_compare_creative_performance3 fields changedInput schema / properties / advertiserContextIdAdded value: +{
+ "description": "Optional saved advertiser context ID used to resolve the LinkedIn ad account for account-wide creative comparisons when accountId is not supplied.",
+ "type": "string"
+}Input schema / properties / advertiserNameAdded value: +{
+ "description": "Optional saved advertiser name, such as Thorogood, used to resolve the LinkedIn ad account for account-wide creative comparisons when accountId is not supplied.",
+ "type": "string"
+}Input schema / properties / queryAdded value: +{
+ "description": "Optional advertiser or LinkedIn account search text used to resolve the account for account-wide creative comparisons when accountId is not supplied.",
+ "type": "string"
+}linkedin_render_creative_comparison4 fields changedInput schema / oneOfPrevious value: -[
- {
- "required": [
- "comparisonPayload"
- ]
- },
- {
- "not": {
- "anyOf": [
- {
- "required": [
- "campaignId"
- ]
- },
- {
- "required": [
- "campaignIds"
- ]
- }
- ]
- },
- "properties": {
- "scope": {
- "enum": [
- "account"
- ],
- "type": "string"
- }
- },
- "required": [
- "scope",
- "accountId"
- ]
- },
- {
- "anyOf": [
- {
- "required": [
- "campaignId"
- ]
- },
- {
- "required": [
- "campaignIds"
- ]
- }
- ],
- "properties": {
- "scope": {
- "enum": [
- "campaign"
- ],
- "type": "string"
- }
- },
- "required": [
- "scope"
- ]
- }
-]New value: +[
+ {
+ "required": [
+ "comparisonPayload"
+ ]
+ },
+ {
+ "not": {
+ "anyOf": [
+ {
+ "required": [
+ "campaignId"
+ ]
+ },
+ {
+ "required": [
+ "campaignIds"
+ ]
+ }
+ ]
+ },
+ "properties": {
+ "scope": {
+ "enum": [
+ "account"
+ ],
+ "type": "string"
+ }
+ },
+ "required": [
+ "scope",
+ "accountId"
+ ]
+ },
+ {
+ "anyOf": [
+ {
+ "required": [
+ "advertiserContextId"
+ ]
+ },
+ {
+ "required": [
+ "advertiserName"
+ ]
+ },
+ {
+ "required": [
+ "query"
+ ]
+ }
+ ],
+ "not": {
+ "anyOf": [
+ {
+ "required": [
+ "campaignId"
+ ]
+ },
+ {
+ "required": [
+ "campaignIds"
+ ]
+ }
+ ]
+ }
+ },
+ {
+ "anyOf": [
+ {
+ "required": [
+ "campaignId"
+ ]
+ },
+ {
+ "required": [
+ "campaignIds"
+ ]
+ }
+ ],
+ "properties": {
+ "scope": {
+ "enum": [
+ "campaign"
+ ],
+ "type": "string"
+ }
+ },
+ "required": [
+ "scope"
+ ]
+ }
+]Input schema / properties / advertiserContextIdAdded value: +{
+ "description": "Optional saved advertiser context ID used to resolve the LinkedIn ad account for account-wide visual creative reports when accountId is not supplied.",
+ "type": "string"
+}Input schema / properties / advertiserNameAdded value: +{
+ "description": "Optional saved advertiser name, such as Thorogood, used to resolve the LinkedIn ad account for account-wide visual creative reports when accountId is not supplied.",
+ "type": "string"
+}Input schema / properties / queryAdded value: +{
+ "description": "Optional advertiser or LinkedIn account search text used to resolve the account for account-wide visual creative reports when accountId is not supplied.",
+ "type": "string"
+}linkedin_compare_creative_performance9 fields changedInput schema / anyOfAdded value: +[
+ {
+ "required": [
+ "endDate"
+ ]
+ },
+ {
+ "required": [
+ "dateRange"
+ ]
+ }
+]Input schema / properties / accountId / descriptionPrevious value: -"Optional numeric LinkedIn Ad Account ID. Pass this for a bounded multi-campaign creative comparison; accountId takes precedence over a lone campaignId."New value: +"Numeric LinkedIn Ad Account ID. Required for account-wide creative comparisons. When used with campaignId or campaignIds, set scope to campaign so the account is treated only as the parent account."Input schema / properties / campaignId / descriptionPrevious value: -"Optional numeric LinkedIn campaign ID to analyze. If omitted, the most recent LinkedIn campaign from session memory is used when available. When accountId is also supplied, accountId takes precedence over a lone campaignId; use campaignIds for explicit campaign scope."New value: +"Numeric LinkedIn campaign ID to analyze. Required for single-campaign scope unless campaignIds is supplied."Input schema / properties / campaignIds / descriptionPrevious value: -"Optional numeric LinkedIn campaign IDs to analyze together as one campaign set. Use this for cross-campaign creative comparison within the same account."New value: +"Optional numeric LinkedIn campaign IDs to analyze together as one campaign set. Use this for explicit cross-campaign creative comparison within the same account."Input schema / properties / dateRangeAdded value: +{
+ "description": "Optional date range alias. When endDate is omitted, dateRange.endDate, dateRange.end, or dateRange.to is used as the inclusive comparison end date.",
+ "properties": {
+ "end": {
+ "type": "string"
+ },
+ "endDate": {
+ "type": "string"
+ },
+ "to": {
+ "type": "string"
+ }
+ },
+ "type": "object"
+}Input schema / properties / lookbackDaysAdded value: +{
+ "description": "Performance-report style alias for a single trailing window size in days when windows is omitted. For example, lookbackDays: 30 is equivalent to windows: [30].",
+ "type": "number"
+}Input schema / properties / scopeAdded value: +{
+ "description": "Explicit report scope. Use account with accountId only for account-wide creative comparisons. Use campaign with campaignId or campaignIds for one or more specific campaigns.",
+ "enum": [
+ "account",
+ "campaign"
+ ],
+ "type": "string"
+}Input schema / properties / windows / descriptionPrevious value: -"Trailing window sizes in days, such as [7, 30]. Defaults to [7, 30]."New value: +"Window sizes in days, such as [7] or [30]. Each window is compared with the previous same-length window. Defaults to [7, 30]."Input schema / requiredRemoved value: -[
- "endDate"
-]linkedin_render_creative_comparison8 fields changedInput schema / oneOfAdded value: +[
+ {
+ "required": [
+ "comparisonPayload"
+ ]
+ },
+ {
+ "not": {
+ "anyOf": [
+ {
+ "required": [
+ "campaignId"
+ ]
+ },
+ {
+ "required": [
+ "campaignIds"
+ ]
+ }
+ ]
+ },
+ "properties": {
+ "scope": {
+ "enum": [
+ "account"
+ ],
+ "type": "string"
+ }
+ },
+ "required": [
+ "scope",
+ "accountId"
+ ]
+ },
+ {
+ "anyOf": [
+ {
+ "required": [
+ "campaignId"
+ ]
+ },
+ {
+ "required": [
+ "campaignIds"
+ ]
+ }
+ ],
+ "properties": {
+ "scope": {
+ "enum": [
+ "campaign"
+ ],
+ "type": "string"
+ }
+ },
+ "required": [
+ "scope"
+ ]
+ }
+]Input schema / properties / accountId / descriptionPrevious value: -"Optional numeric LinkedIn Ad Account ID. Pass this for a bounded multi-campaign creative report; accountId takes precedence over a lone campaignId on the visual renderer."New value: +"Numeric LinkedIn Ad Account ID. Required for account-wide creative reports. When used with campaignId or campaignIds, set scope to campaign so the account is treated only as the parent account."Input schema / properties / campaignId / descriptionPrevious value: -"Optional campaign ID to compare when comparisonPayload is not supplied. For this visual renderer, accountId takes precedence over a lone campaignId so broad account-level prompts are not narrowed by stale session memory; use campaignIds for explicit campaign scope."New value: +"Campaign ID to compare when comparisonPayload is not supplied. Required for single-campaign scope unless campaignIds is supplied."Input schema / properties / campaignIds / descriptionPrevious value: -"Optional numeric LinkedIn campaign IDs to compare as one campaign set when comparisonPayload is not supplied."New value: +"Optional numeric LinkedIn campaign IDs to compare as one campaign set when comparisonPayload is not supplied. Use only for explicit campaign-set scope."Input schema / properties / dateRangeAdded value: +{
+ "description": "Optional date range alias. When endDate is omitted, dateRange.endDate, dateRange.end, or dateRange.to is used as the inclusive comparison end date.",
+ "properties": {
+ "end": {
+ "type": "string"
+ },
+ "endDate": {
+ "type": "string"
+ },
+ "to": {
+ "type": "string"
+ }
+ },
+ "type": "object"
+}Input schema / properties / lookbackDaysAdded value: +{
+ "description": "Performance-report style alias for a single trailing window size in days when windows is omitted. For example, lookbackDays: 30 is equivalent to windows: [30].",
+ "type": "number"
+}Input schema / properties / scopeAdded value: +{
+ "description": "Explicit report scope when fetching fresh data. Use account with accountId only for account-wide creative reports. Use campaign with campaignId or campaignIds for one or more specific campaigns.",
+ "enum": [
+ "account",
+ "campaign"
+ ],
+ "type": "string"
+}Input schema / properties / windows / descriptionPrevious value: -"Trailing window sizes in days, such as [7, 30], when comparisonPayload is not supplied."New value: +"Window sizes in days, such as [7] or [30]. Each window is compared with the previous same-length window when comparisonPayload is not supplied."Claiming proves that you control a remote MCP connector. It does not move, proxy, or interrupt the server.
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Tools are clearly separated by platform prefix (linkedin_, google_ads_) and have distinct purposes (analyze, compare, render, get, etc.). Descriptions explicitly direct users to preferred rendering tools, reducing ambiguity. However, the high number of similar tools (e.g., multiple compare functions) may still cause minor confusion.
Naming follows a consistent snake_case verb_noun pattern across all tools (e.g., linkedin_analyze_campaign, google_ads_render_weekly_group_report). No mixing of conventions, and verbs like get, render, analyze, compare are used uniformly.
With 56 tools covering two major ad platforms plus setup and reporting, the count is high but reflects the complexity of the domain. However, many tools are redundant (e.g., multiple equivalent 'get' vs 'render' pairs), and the set could be streamlined without sacrificing capability.
The tool surface covers the full analysis and reporting lifecycle for both LinkedIn and Google Ads, including data retrieval, analysis, rendering, and account health. Missing are campaign creation/update tools, but these are outside the stated purpose. Minor gaps like lacking bulk operations or cross-platform comparison are acceptable.
