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Glama

Query live metric data

query_data
Read-only

Pull live metric values from a client's connected datasource for any date range, without touching a report. Nothing is saved — use this for ad-hoc analysis and period comparisons. To read the numbers a report already holds, use get_widget_data instead. Discover ids with datasources → describe_datasource; a metric is only valid inside its own data view. The datasource must be linked to the client (connected_datasources) — an unlinked one has nothing to return.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
filtersNoRow filters
metricsYesMetric ids (from describe_datasource), e.g. ["sessions","clicks"]
advancedNoDatasource-specific settings — describe_datasource lists the keys each view requires
timezoneNoIANA timezone the dates are read in. Defaults to UTC
client_idYesClient whose connection to query (from list_clients)
data_viewYesData view the metrics belong to (from describe_datasource), e.g. ACCOUNT
date_rangeYesPeriod to query. Add previous_start/previous_end to get the comparison period back in the same call
dimensionsYesBreakdown dimension ids, at least one — ["DATE"] for a time series; the period total comes back in the summary either way
datasource_idYesDatasource alias (from datasources), e.g. ga4, gadw, fb-ads

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataNoThe query result — `current` rows and `currentSummary` totals for the period, the matching `previous` pair when a comparison range was given, and `state`. Values are raw numbers, unformatted.
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. Added

TDQS

A4.4/5.0
Behavior4/5

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

Annotations already declare readOnlyHint and destructiveHint=false, so safety is covered; the description adds non-obvious behavior beyond that — 'nothing is saved', the requirement that the datasource be linked to the client, and the constraint that a metric is only valid inside its own data view. It does not mention rate limits or pagination, which would push it higher.

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?

Four tight sentences, front-loaded with the core action and immediately followed by the sibling disambiguation and prerequisite. Every sentence earns its place; density of navigation references is the only minor cost.

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

Completeness5/5

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

For a complex 9-parameter tool with an output schema present, the description supplies the routing, prerequisites, persistence semantics, and id-discovery workflow an agent needs. Return values are covered by the output schema, so no gap remains.

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

Parameters3/5

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

Schema description coverage is 100%, so parameters are documented structurally (e.g. date_range comparison fields, describe_datasource for operator ids). The description reinforces a few constraints (metric/data_view validity, comparison periods) but adds little beyond the schema, so the baseline 3 applies.

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 ('Pull live metric values from a client's connected datasource') with explicit scope ('for any date range, without touching a report'). It names the sibling it is not (get_widget_data) so an agent can distinguish it without opening a schema.

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

Usage Guidelines5/5

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

Gives explicit when-to-use ('ad-hoc analysis and period comparisons'), names the alternative tool and the condition selecting it ('to read the numbers a report already holds, use get_widget_data'), and states prerequisites (linked datasource via connected_datasources). Nothing 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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