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Add data widget

add_data_widget

Add a DATA widget to a page and configure it, applying the same rules as the report builder: the datasource's defaults, the generated name, sort and row limit, and validation of the metric/dimension/advanced combination. Discover ids with datasources → describe_datasource. Returns the new widget_id; the series is fetched in the background, so call get_widget_data with that id to read the numbers. Omit the config to drop in a default widget with demo data and configure it later. Position/size default.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameNoDisplay name. Omit to use the generated one ("Clicks & Impressions by Date")
chartNoChart type: table, score (KPI), area, line, bar, column, pie, donut, funnel, or map. 'score' shows a single value, so it takes exactly one metric
filtersNoRow filters. Every row needs a field, an operator and a value
metricsNoMetrics to display, e.g. [{ value: "clicks" }] — ids from describe_datasource. Must belong to the chosen data view. Only `value` is required; the server fills the rest
page_idYesPage ID the widget will be placed on, from list_pages.
sort_byNoMetric or dimension id to sort rows by. Defaults to the first dimension
advancedNoDatasource-specific settings (Meta attribution, SEM Rush region, Mailchimp audience…). Several datasources require keys here — describe_datasource lists them per data view. Merges with existing settings
currencyNoPer-widget currency code override; falls back to the client currency
client_idYesClient ID the report belongs to (from list_clients).
data_viewNoDatasource data view (from describe_datasource), e.g. ACCOUNT. Changing it clears metrics and dimensions
row_limitNoRows to keep (default 'all')
source_idYesReport ID the widget belongs to (from list_reports).
date_rangeNoPer-widget date range (overrides the report range) — also set show_custom_date_range
dimensionsNoBreakdown dimensions, e.g. [{ value: "DATE" }] — ids from describe_datasource. A widget needs at least one; a dimension flagged `single` must be the only one
sort_orderNoSort direction (default 'asc')
datasource_idNoDatasource alias (from datasources), e.g. gadw. Changing it clears the data view, metrics, dimensions, filters and advanced settings, then applies that datasource's defaults. A datasource the client has not connected renders demo data until the connection is made — connected_datasources shows what is connected. The internal sources take no metrics/dimensions and are configured through `advanced` instead: 'CUSTOM_DATA' (Static Value — advanced.value), 'GOALS' (advanced.goal_id from list_goals), 'CUSTOM_IMPORT' (advanced.custom_data_id from list_custom_data), 'CALCULATION' (a calculated metric id as the single metric)
show_custom_date_rangeNoUse the widget date_range instead of the report range

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataNoThe data widget that was added — widget_id, the generated name, and the config as the builder resolved it. The series is fetched in the background; read it with get_widget_data using that widget_id.
successYesTrue when the call succeeded.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / properties / datasource_id / enum
      Previous value: -[
      -  "advanced-web-ranking",
      -  "ac",
      -  "adroll",
      -  "ahrefs",
      -  "basecamp",
      -  "brightlocal",
      -  "call-rail",
      -  "drip",
      -  "keywords",
      -  "sendin-blue",
      -  "sendgrid",
      -  "moosend",
      -  "mailer-lite",
      -  "pingdom",
      -  "uptime-robot",
      -  "piwik-pro",
      -  "wordpress",
      -  "pabbly-connect",
      -  "ment",
      -  "twilio",
      -  "switchy",
      -  "vimeo",
      -  "pinterest",
      -  "pinterest-ads",
      -  "gtres",
      -  "paypal",
      -  "gps",
      -  "gs",
      -  "CUSTOM_IMPORT",
      -  "CUSTOM_DATA",
      -  "CALCULATION",
      -  "GOALS",
      -  "str",
      -  "wistia",
      -  "ca-mon",
      -  "convertkit",
      -  "woocommerce",
      -  "xero",
      -  "matomo",
      -  "go-high-level",
      -  "wcs",
      -  "bing-webmaster-tools",
      -  "pipedrive",
      -  "salesforce",
      -  "tiktok",
      -  "tiktok-ads",
      -  "twr",
      -  "twr-ads",
      -  "spf",
      -  "ytbe",
      -  "google-local-services-ads",
      -  "klaviyo",
      -  "gsh",
      -  "ga4",
      -  "lkdin-ads",
      -  "lkdin-pg",
      -  "mlchmp",
      -  "inst-ads",
      -  "inst",
      -  "fb-ads",
      -  "fb-pg",
      -  "gmb",
      -  "serpstat",
      -  "hubspot",
      -  "gadw",
      -  "sem-rush",
      -  "se-ranking",
      -  "microsoft-ads",
      -  "plausible",
      -  "snapchat-ads",
      -  "amazon-advertising",
      -  "microsoft-clarity",
      -  "serp-watch",
      -  "vbout",
      -  "moz",
      -  "chatgpt-ads",
      -  "omnisend",
      -  "airtable",
      -  "nozzle",
      -  "surnex",
      -  "clickup",
      -  "make",
      -  "freshdesk",
      -  "chart-mogul",
      -  "amplitude",
      -  "harvest",
      -  "zoho-crm",
      -  "clockify"
      -]New value: +[
      +  "advanced-web-ranking",
      +  "ac",
      +  "adroll",
      +  "ahrefs",
      +  "basecamp",
      +  "brightlocal",
      +  "call-rail",
      +  "drip",
      +  "keywords",
      +  "sendin-blue",
      +  "sendgrid",
      +  "moosend",
      +  "mailer-lite",
      +  "pingdom",
      +  "uptime-robot",
      +  "piwik-pro",
      +  "wordpress",
      +  "pabbly-connect",
      +  "ment",
      +  "twilio",
      +  "switchy",
      +  "vimeo",
      +  "pinterest",
      +  "pinterest-ads",
      +  "gtres",
      +  "paypal",
      +  "gps",
      +  "gs",
      +  "CUSTOM_IMPORT",
      +  "CUSTOM_DATA",
      +  "CALCULATION",
      +  "GOALS",
      +  "str",
      +  "wistia",
      +  "ca-mon",
      +  "convertkit",
      +  "woocommerce",
      +  "xero",
      +  "matomo",
      +  "go-high-level",
      +  "wcs",
      +  "bing-webmaster-tools",
      +  "pipedrive",
      +  "salesforce",
      +  "tiktok",
      +  "tiktok-ads",
      +  "twr",
      +  "twr-ads",
      +  "spf",
      +  "ytbe",
      +  "google-local-services-ads",
      +  "klaviyo",
      +  "gsh",
      +  "ga4",
      +  "lkdin-ads",
      +  "lkdin-pg",
      +  "mlchmp",
      +  "inst-ads",
      +  "inst",
      +  "fb-ads",
      +  "fb-pg",
      +  "gmb",
      +  "serpstat",
      +  "hubspot",
      +  "gadw",
      +  "sem-rush",
      +  "se-ranking",
      +  "microsoft-ads",
      +  "plausible",
      +  "snapchat-ads",
      +  "amazon-advertising",
      +  "microsoft-clarity",
      +  "serp-watch",
      +  "vbout",
      +  "moz",
      +  "chatgpt-ads",
      +  "omnisend",
      +  "airtable",
      +  "nozzle",
      +  "surnex",
      +  "clickup",
      +  "make",
      +  "freshdesk",
      +  "chart-mogul",
      +  "amplitude",
      +  "harvest",
      +  "zoho-crm",
      +  "clockify",
      +  "adtraction"
      +]
  2. Changed1 schema field changed
    • changedInput schema / properties / datasource_id / enum
      Previous value: -[
      -  "advanced-web-ranking",
      -  "ac",
      -  "adroll",
      -  "ahrefs",
      -  "basecamp",
      -  "brightlocal",
      -  "call-rail",
      -  "drip",
      -  "keywords",
      -  "sendin-blue",
      -  "sendgrid",
      -  "moosend",
      -  "mailer-lite",
      -  "pingdom",
      -  "uptime-robot",
      -  "piwik-pro",
      -  "wordpress",
      -  "pabbly-connect",
      -  "ment",
      -  "twilio",
      -  "switchy",
      -  "vimeo",
      -  "pinterest",
      -  "pinterest-ads",
      -  "gtres",
      -  "paypal",
      -  "gps",
      -  "gs",
      -  "CUSTOM_IMPORT",
      -  "CUSTOM_DATA",
      -  "CALCULATION",
      -  "GOALS",
      -  "str",
      -  "wistia",
      -  "ca-mon",
      -  "convertkit",
      -  "woocommerce",
      -  "xero",
      -  "matomo",
      -  "go-high-level",
      -  "wcs",
      -  "bing-webmaster-tools",
      -  "pipedrive",
      -  "salesforce",
      -  "tiktok",
      -  "tiktok-ads",
      -  "twr",
      -  "twr-ads",
      -  "spf",
      -  "ytbe",
      -  "google-local-services-ads",
      -  "klaviyo",
      -  "gsh",
      -  "ga4",
      -  "lkdin-ads",
      -  "lkdin-pg",
      -  "mlchmp",
      -  "inst-ads",
      -  "inst",
      -  "fb-ads",
      -  "fb-pg",
      -  "gmb",
      -  "serpstat",
      -  "hubspot",
      -  "gadw",
      -  "sem-rush",
      -  "se-ranking",
      -  "microsoft-ads",
      -  "plausible",
      -  "snapchat-ads",
      -  "amazon-advertising",
      -  "microsoft-clarity",
      -  "serp-watch",
      -  "vbout",
      -  "moz",
      -  "chatgpt-ads",
      -  "omnisend",
      -  "airtable",
      -  "nozzle",
      -  "surnex",
      -  "clickup",
      -  "make",
      -  "freshdesk",
      -  "chart-mogul",
      -  "amplitude",
      -  "harvest"
      -]New value: +[
      +  "advanced-web-ranking",
      +  "ac",
      +  "adroll",
      +  "ahrefs",
      +  "basecamp",
      +  "brightlocal",
      +  "call-rail",
      +  "drip",
      +  "keywords",
      +  "sendin-blue",
      +  "sendgrid",
      +  "moosend",
      +  "mailer-lite",
      +  "pingdom",
      +  "uptime-robot",
      +  "piwik-pro",
      +  "wordpress",
      +  "pabbly-connect",
      +  "ment",
      +  "twilio",
      +  "switchy",
      +  "vimeo",
      +  "pinterest",
      +  "pinterest-ads",
      +  "gtres",
      +  "paypal",
      +  "gps",
      +  "gs",
      +  "CUSTOM_IMPORT",
      +  "CUSTOM_DATA",
      +  "CALCULATION",
      +  "GOALS",
      +  "str",
      +  "wistia",
      +  "ca-mon",
      +  "convertkit",
      +  "woocommerce",
      +  "xero",
      +  "matomo",
      +  "go-high-level",
      +  "wcs",
      +  "bing-webmaster-tools",
      +  "pipedrive",
      +  "salesforce",
      +  "tiktok",
      +  "tiktok-ads",
      +  "twr",
      +  "twr-ads",
      +  "spf",
      +  "ytbe",
      +  "google-local-services-ads",
      +  "klaviyo",
      +  "gsh",
      +  "ga4",
      +  "lkdin-ads",
      +  "lkdin-pg",
      +  "mlchmp",
      +  "inst-ads",
      +  "inst",
      +  "fb-ads",
      +  "fb-pg",
      +  "gmb",
      +  "serpstat",
      +  "hubspot",
      +  "gadw",
      +  "sem-rush",
      +  "se-ranking",
      +  "microsoft-ads",
      +  "plausible",
      +  "snapchat-ads",
      +  "amazon-advertising",
      +  "microsoft-clarity",
      +  "serp-watch",
      +  "vbout",
      +  "moz",
      +  "chatgpt-ads",
      +  "omnisend",
      +  "airtable",
      +  "nozzle",
      +  "surnex",
      +  "clickup",
      +  "make",
      +  "freshdesk",
      +  "chart-mogul",
      +  "amplitude",
      +  "harvest",
      +  "zoho-crm",
      +  "clockify"
      +]
  3. Changed1 schema field changed
    • changedInput schema / properties / datasource_id / enum
      Previous value: -[
      -  "advanced-web-ranking",
      -  "ac",
      -  "adroll",
      -  "ahrefs",
      -  "basecamp",
      -  "brightlocal",
      -  "call-rail",
      -  "drip",
      -  "keywords",
      -  "sendin-blue",
      -  "sendgrid",
      -  "moosend",
      -  "mailer-lite",
      -  "pingdom",
      -  "uptime-robot",
      -  "piwik-pro",
      -  "wordpress",
      -  "pabbly-connect",
      -  "ment",
      -  "twilio",
      -  "switchy",
      -  "vimeo",
      -  "pinterest",
      -  "pinterest-ads",
      -  "gtres",
      -  "paypal",
      -  "gps",
      -  "gs",
      -  "CUSTOM_IMPORT",
      -  "CUSTOM_DATA",
      -  "CALCULATION",
      -  "GOALS",
      -  "str",
      -  "wistia",
      -  "ca-mon",
      -  "convertkit",
      -  "woocommerce",
      -  "xero",
      -  "matomo",
      -  "go-high-level",
      -  "wcs",
      -  "bing-webmaster-tools",
      -  "pipedrive",
      -  "salesforce",
      -  "tiktok",
      -  "tiktok-ads",
      -  "twr",
      -  "twr-ads",
      -  "spf",
      -  "ytbe",
      -  "google-local-services-ads",
      -  "klaviyo",
      -  "gsh",
      -  "ga4",
      -  "lkdin-ads",
      -  "lkdin-pg",
      -  "mlchmp",
      -  "inst-ads",
      -  "inst",
      -  "fb-ads",
      -  "fb-pg",
      -  "gmb",
      -  "serpstat",
      -  "hubspot",
      -  "gadw",
      -  "sem-rush",
      -  "se-ranking",
      -  "microsoft-ads",
      -  "plausible",
      -  "snapchat-ads",
      -  "amazon-advertising",
      -  "microsoft-clarity",
      -  "serp-watch",
      -  "vbout",
      -  "moz",
      -  "chatgpt-ads",
      -  "omnisend",
      -  "airtable",
      -  "nozzle",
      -  "surnex",
      -  "clickup",
      -  "make",
      -  "freshdesk",
      -  "chart-mogul",
      -  "amplitude"
      -]New value: +[
      +  "advanced-web-ranking",
      +  "ac",
      +  "adroll",
      +  "ahrefs",
      +  "basecamp",
      +  "brightlocal",
      +  "call-rail",
      +  "drip",
      +  "keywords",
      +  "sendin-blue",
      +  "sendgrid",
      +  "moosend",
      +  "mailer-lite",
      +  "pingdom",
      +  "uptime-robot",
      +  "piwik-pro",
      +  "wordpress",
      +  "pabbly-connect",
      +  "ment",
      +  "twilio",
      +  "switchy",
      +  "vimeo",
      +  "pinterest",
      +  "pinterest-ads",
      +  "gtres",
      +  "paypal",
      +  "gps",
      +  "gs",
      +  "CUSTOM_IMPORT",
      +  "CUSTOM_DATA",
      +  "CALCULATION",
      +  "GOALS",
      +  "str",
      +  "wistia",
      +  "ca-mon",
      +  "convertkit",
      +  "woocommerce",
      +  "xero",
      +  "matomo",
      +  "go-high-level",
      +  "wcs",
      +  "bing-webmaster-tools",
      +  "pipedrive",
      +  "salesforce",
      +  "tiktok",
      +  "tiktok-ads",
      +  "twr",
      +  "twr-ads",
      +  "spf",
      +  "ytbe",
      +  "google-local-services-ads",
      +  "klaviyo",
      +  "gsh",
      +  "ga4",
      +  "lkdin-ads",
      +  "lkdin-pg",
      +  "mlchmp",
      +  "inst-ads",
      +  "inst",
      +  "fb-ads",
      +  "fb-pg",
      +  "gmb",
      +  "serpstat",
      +  "hubspot",
      +  "gadw",
      +  "sem-rush",
      +  "se-ranking",
      +  "microsoft-ads",
      +  "plausible",
      +  "snapchat-ads",
      +  "amazon-advertising",
      +  "microsoft-clarity",
      +  "serp-watch",
      +  "vbout",
      +  "moz",
      +  "chatgpt-ads",
      +  "omnisend",
      +  "airtable",
      +  "nozzle",
      +  "surnex",
      +  "clickup",
      +  "make",
      +  "freshdesk",
      +  "chart-mogul",
      +  "amplitude",
      +  "harvest"
      +]
  4. Changed1 schema field changed
    • changedInput schema / properties / datasource_id / enum
      Previous value: -[
      -  "advanced-web-ranking",
      -  "ac",
      -  "adroll",
      -  "ahrefs",
      -  "basecamp",
      -  "brightlocal",
      -  "call-rail",
      -  "drip",
      -  "keywords",
      -  "sendin-blue",
      -  "sendgrid",
      -  "moosend",
      -  "mailer-lite",
      -  "pingdom",
      -  "uptime-robot",
      -  "piwik-pro",
      -  "wordpress",
      -  "pabbly-connect",
      -  "ment",
      -  "twilio",
      -  "switchy",
      -  "vimeo",
      -  "pinterest",
      -  "pinterest-ads",
      -  "gtres",
      -  "paypal",
      -  "gps",
      -  "gs",
      -  "CUSTOM_IMPORT",
      -  "CUSTOM_DATA",
      -  "CALCULATION",
      -  "GOALS",
      -  "str",
      -  "wistia",
      -  "ca-mon",
      -  "convertkit",
      -  "woocommerce",
      -  "xero",
      -  "matomo",
      -  "go-high-level",
      -  "wcs",
      -  "bing-webmaster-tools",
      -  "pipedrive",
      -  "salesforce",
      -  "tiktok",
      -  "tiktok-ads",
      -  "twr",
      -  "twr-ads",
      -  "spf",
      -  "ytbe",
      -  "google-local-services-ads",
      -  "klaviyo",
      -  "gsh",
      -  "ga4",
      -  "lkdin-ads",
      -  "lkdin-pg",
      -  "mlchmp",
      -  "inst-ads",
      -  "inst",
      -  "fb-ads",
      -  "fb-pg",
      -  "gmb",
      -  "serpstat",
      -  "hubspot",
      -  "gadw",
      -  "sem-rush",
      -  "se-ranking",
      -  "microsoft-ads",
      -  "plausible",
      -  "snapchat-ads",
      -  "amazon-advertising",
      -  "microsoft-clarity",
      -  "serp-watch",
      -  "vbout",
      -  "moz",
      -  "chatgpt-ads",
      -  "omnisend",
      -  "airtable",
      -  "nozzle",
      -  "surnex",
      -  "clickup",
      -  "make",
      -  "freshdesk"
      -]New value: +[
      +  "advanced-web-ranking",
      +  "ac",
      +  "adroll",
      +  "ahrefs",
      +  "basecamp",
      +  "brightlocal",
      +  "call-rail",
      +  "drip",
      +  "keywords",
      +  "sendin-blue",
      +  "sendgrid",
      +  "moosend",
      +  "mailer-lite",
      +  "pingdom",
      +  "uptime-robot",
      +  "piwik-pro",
      +  "wordpress",
      +  "pabbly-connect",
      +  "ment",
      +  "twilio",
      +  "switchy",
      +  "vimeo",
      +  "pinterest",
      +  "pinterest-ads",
      +  "gtres",
      +  "paypal",
      +  "gps",
      +  "gs",
      +  "CUSTOM_IMPORT",
      +  "CUSTOM_DATA",
      +  "CALCULATION",
      +  "GOALS",
      +  "str",
      +  "wistia",
      +  "ca-mon",
      +  "convertkit",
      +  "woocommerce",
      +  "xero",
      +  "matomo",
      +  "go-high-level",
      +  "wcs",
      +  "bing-webmaster-tools",
      +  "pipedrive",
      +  "salesforce",
      +  "tiktok",
      +  "tiktok-ads",
      +  "twr",
      +  "twr-ads",
      +  "spf",
      +  "ytbe",
      +  "google-local-services-ads",
      +  "klaviyo",
      +  "gsh",
      +  "ga4",
      +  "lkdin-ads",
      +  "lkdin-pg",
      +  "mlchmp",
      +  "inst-ads",
      +  "inst",
      +  "fb-ads",
      +  "fb-pg",
      +  "gmb",
      +  "serpstat",
      +  "hubspot",
      +  "gadw",
      +  "sem-rush",
      +  "se-ranking",
      +  "microsoft-ads",
      +  "plausible",
      +  "snapchat-ads",
      +  "amazon-advertising",
      +  "microsoft-clarity",
      +  "serp-watch",
      +  "vbout",
      +  "moz",
      +  "chatgpt-ads",
      +  "omnisend",
      +  "airtable",
      +  "nozzle",
      +  "surnex",
      +  "clickup",
      +  "make",
      +  "freshdesk",
      +  "chart-mogul",
      +  "amplitude"
      +]
  5. Changed1 schema field changed
    • changedInput schema / properties / datasource_id / enum
      Previous value: -[
      -  "advanced-web-ranking",
      -  "ac",
      -  "adroll",
      -  "ahrefs",
      -  "basecamp",
      -  "brightlocal",
      -  "call-rail",
      -  "drip",
      -  "keywords",
      -  "sendin-blue",
      -  "sendgrid",
      -  "moosend",
      -  "mailer-lite",
      -  "pingdom",
      -  "uptime-robot",
      -  "piwik-pro",
      -  "wordpress",
      -  "pabbly-connect",
      -  "ment",
      -  "twilio",
      -  "switchy",
      -  "vimeo",
      -  "pinterest",
      -  "pinterest-ads",
      -  "gtres",
      -  "paypal",
      -  "gps",
      -  "gs",
      -  "CUSTOM_IMPORT",
      -  "CUSTOM_DATA",
      -  "CALCULATION",
      -  "GOALS",
      -  "str",
      -  "wistia",
      -  "ca-mon",
      -  "convertkit",
      -  "woocommerce",
      -  "xero",
      -  "matomo",
      -  "go-high-level",
      -  "wcs",
      -  "bing-webmaster-tools",
      -  "pipedrive",
      -  "salesforce",
      -  "tiktok",
      -  "tiktok-ads",
      -  "twr",
      -  "twr-ads",
      -  "spf",
      -  "ytbe",
      -  "google-local-services-ads",
      -  "klaviyo",
      -  "gsh",
      -  "ga4",
      -  "lkdin-ads",
      -  "lkdin-pg",
      -  "mlchmp",
      -  "inst-ads",
      -  "inst",
      -  "fb-ads",
      -  "fb-pg",
      -  "gmb",
      -  "serpstat",
      -  "hubspot",
      -  "gadw",
      -  "sem-rush",
      -  "se-ranking",
      -  "microsoft-ads",
      -  "plausible",
      -  "snapchat-ads",
      -  "amazon-advertising",
      -  "microsoft-clarity",
      -  "serp-watch",
      -  "vbout",
      -  "moz",
      -  "chatgpt-ads",
      -  "omnisend",
      -  "airtable",
      -  "nozzle",
      -  "surnex"
      -]New value: +[
      +  "advanced-web-ranking",
      +  "ac",
      +  "adroll",
      +  "ahrefs",
      +  "basecamp",
      +  "brightlocal",
      +  "call-rail",
      +  "drip",
      +  "keywords",
      +  "sendin-blue",
      +  "sendgrid",
      +  "moosend",
      +  "mailer-lite",
      +  "pingdom",
      +  "uptime-robot",
      +  "piwik-pro",
      +  "wordpress",
      +  "pabbly-connect",
      +  "ment",
      +  "twilio",
      +  "switchy",
      +  "vimeo",
      +  "pinterest",
      +  "pinterest-ads",
      +  "gtres",
      +  "paypal",
      +  "gps",
      +  "gs",
      +  "CUSTOM_IMPORT",
      +  "CUSTOM_DATA",
      +  "CALCULATION",
      +  "GOALS",
      +  "str",
      +  "wistia",
      +  "ca-mon",
      +  "convertkit",
      +  "woocommerce",
      +  "xero",
      +  "matomo",
      +  "go-high-level",
      +  "wcs",
      +  "bing-webmaster-tools",
      +  "pipedrive",
      +  "salesforce",
      +  "tiktok",
      +  "tiktok-ads",
      +  "twr",
      +  "twr-ads",
      +  "spf",
      +  "ytbe",
      +  "google-local-services-ads",
      +  "klaviyo",
      +  "gsh",
      +  "ga4",
      +  "lkdin-ads",
      +  "lkdin-pg",
      +  "mlchmp",
      +  "inst-ads",
      +  "inst",
      +  "fb-ads",
      +  "fb-pg",
      +  "gmb",
      +  "serpstat",
      +  "hubspot",
      +  "gadw",
      +  "sem-rush",
      +  "se-ranking",
      +  "microsoft-ads",
      +  "plausible",
      +  "snapchat-ads",
      +  "amazon-advertising",
      +  "microsoft-clarity",
      +  "serp-watch",
      +  "vbout",
      +  "moz",
      +  "chatgpt-ads",
      +  "omnisend",
      +  "airtable",
      +  "nozzle",
      +  "surnex",
      +  "clickup",
      +  "make",
      +  "freshdesk"
      +]
  6. Changed1 schema field changed
    • changedInput schema / properties / datasource_id / enum
      Previous value: -[
      -  "advanced-web-ranking",
      -  "ac",
      -  "adroll",
      -  "ahrefs",
      -  "basecamp",
      -  "brightlocal",
      -  "call-rail",
      -  "drip",
      -  "keywords",
      -  "sendin-blue",
      -  "sendgrid",
      -  "moosend",
      -  "mailer-lite",
      -  "pingdom",
      -  "uptime-robot",
      -  "piwik-pro",
      -  "wordpress",
      -  "pabbly-connect",
      -  "ment",
      -  "twilio",
      -  "switchy",
      -  "vimeo",
      -  "pinterest",
      -  "pinterest-ads",
      -  "gtres",
      -  "paypal",
      -  "gps",
      -  "gs",
      -  "CUSTOM_IMPORT",
      -  "CUSTOM_DATA",
      -  "CALCULATION",
      -  "GOALS",
      -  "str",
      -  "wistia",
      -  "ca-mon",
      -  "convertkit",
      -  "woocommerce",
      -  "xero",
      -  "matomo",
      -  "go-high-level",
      -  "wcs",
      -  "bing-webmaster-tools",
      -  "pipedrive",
      -  "salesforce",
      -  "tiktok",
      -  "tiktok-ads",
      -  "twr",
      -  "twr-ads",
      -  "spf",
      -  "ytbe",
      -  "google-local-services-ads",
      -  "klaviyo",
      -  "gsh",
      -  "ga4",
      -  "lkdin-ads",
      -  "lkdin-pg",
      -  "mlchmp",
      -  "inst-ads",
      -  "inst",
      -  "fb-ads",
      -  "fb-pg",
      -  "gmb",
      -  "serpstat",
      -  "hubspot",
      -  "gadw",
      -  "sem-rush",
      -  "se-ranking",
      -  "microsoft-ads",
      -  "plausible",
      -  "snapchat-ads",
      -  "amazon-advertising",
      -  "microsoft-clarity",
      -  "serp-watch",
      -  "vbout",
      -  "moz",
      -  "chatgpt-ads",
      -  "omnisend",
      -  "airtable",
      -  "nozzle"
      -]New value: +[
      +  "advanced-web-ranking",
      +  "ac",
      +  "adroll",
      +  "ahrefs",
      +  "basecamp",
      +  "brightlocal",
      +  "call-rail",
      +  "drip",
      +  "keywords",
      +  "sendin-blue",
      +  "sendgrid",
      +  "moosend",
      +  "mailer-lite",
      +  "pingdom",
      +  "uptime-robot",
      +  "piwik-pro",
      +  "wordpress",
      +  "pabbly-connect",
      +  "ment",
      +  "twilio",
      +  "switchy",
      +  "vimeo",
      +  "pinterest",
      +  "pinterest-ads",
      +  "gtres",
      +  "paypal",
      +  "gps",
      +  "gs",
      +  "CUSTOM_IMPORT",
      +  "CUSTOM_DATA",
      +  "CALCULATION",
      +  "GOALS",
      +  "str",
      +  "wistia",
      +  "ca-mon",
      +  "convertkit",
      +  "woocommerce",
      +  "xero",
      +  "matomo",
      +  "go-high-level",
      +  "wcs",
      +  "bing-webmaster-tools",
      +  "pipedrive",
      +  "salesforce",
      +  "tiktok",
      +  "tiktok-ads",
      +  "twr",
      +  "twr-ads",
      +  "spf",
      +  "ytbe",
      +  "google-local-services-ads",
      +  "klaviyo",
      +  "gsh",
      +  "ga4",
      +  "lkdin-ads",
      +  "lkdin-pg",
      +  "mlchmp",
      +  "inst-ads",
      +  "inst",
      +  "fb-ads",
      +  "fb-pg",
      +  "gmb",
      +  "serpstat",
      +  "hubspot",
      +  "gadw",
      +  "sem-rush",
      +  "se-ranking",
      +  "microsoft-ads",
      +  "plausible",
      +  "snapchat-ads",
      +  "amazon-advertising",
      +  "microsoft-clarity",
      +  "serp-watch",
      +  "vbout",
      +  "moz",
      +  "chatgpt-ads",
      +  "omnisend",
      +  "airtable",
      +  "nozzle",
      +  "surnex"
      +]
  7. Changed7 schema fields changed
    • removedInput schema / $schema
      Removed value: -"http://json-schema.org/draft-07/schema#"
    • addedInput schema / properties / dimensions / items / properties / selector / description
      Added value: +"Where the value is read from in the vendor response. Filled from the catalog — only send it with custom: true"
    • addedInput schema / properties / metrics / items / properties / action_type / description
      Added value: +"Meta/Instagram action-based metrics only (actions, conversions, cost_per_action_type…) — the action key the value is read under. Filled from the catalog — only send it with custom: true"
    • addedInput schema / properties / metrics / items / properties / request_metrics / description
      Added value: +"The upstream vendor field(s) this metric is built from. Filled from the catalog — only send it with custom: true"
    • addedInput schema / properties / metrics / items / properties / selector / description
      Added value: +"Where the value is read from in the vendor response. Filled from the catalog — only send it with custom: true, copying what describe_datasource reports"
    • removedOutput schema / $schema
      Removed value: -"http://json-schema.org/draft-07/schema#"
    • changedOutput schema / properties / success / description
      Previous value: -"True when the call succeeded. A failure comes back as an error result instead."New value: +"True when the call succeeded."
  8. First observed

TDQS

A4.3/5.0
Behavior4/5

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

Annotations only cover the safety profile (readOnlyHint false, destructiveHint false, openWorldHint false). The description adds genuinely useful behavior beyond that: the call returns a widget_id, the series is fetched asynchronously so get_widget_data must be called to read numbers, and position/size default. It does not mention auth or failure behavior.

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

Conciseness4/5

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

Front-loads the action, then the configuration rules, then the follow-up call, then the no-config shortcut. Every sentence carries information; the only slightly soft phrase is 'applying the same rules as the report builder', which leans on external knowledge.

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

Completeness4/5

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

For a 17-parameter creation tool with an output schema, this covers the essential agent-facing facts: how to discover ids, what gets defaulted, what is returned, and the asynchronous fetch follow-up. It stops short of describing validation failure modes or page-level constraints, which are the only notable gaps.

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

Parameters4/5

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

Schema coverage is 100%, so the baseline is 3, but the description adds cross-parameter semantics the schema can't express: defaults are inherited from the datasource, names/sort/row limit are generated, and the metric/dimension/advanced combination is validated together. That is real added meaning on top of the per-field docs.

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

Purpose5/5

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

States a specific verb and resource ('Add a DATA widget to a page and configure it'), immediately distinguishing it from the many sibling widget creators (add_text_widget, add_button_widget, add_calculated_metric_widget). The scope of configuration is spelled out as mirroring the report builder.

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

Usage Guidelines4/5

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

Gives a clear discovery chain ('Discover ids with datasources → describe_datasource') and a distinct use case for a bare call ('Omit the config to drop in a default widget with demo data'). It does not explicitly rule out the sibling widget tools for internal sources like GOALS or CUSTOM_DATA, so routing there is left to inference.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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