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oviond

by com.oviond
OverviewDiscussionsAdmin

Link datasource to client

link_datasource

Point a client at one of the account's datasource connections — the connect panel's account picker, as a tool. Call it with just client_id + datasource_id to see the choices, then again with the id you picked. It lists the connections first when there is more than one for the datasource. Three shapes, decided by the datasource: ones with no accounts (Stripe, Shopify, Klaviyo…) link immediately; most take one pick; six take two — Google Ads and Local Services Ads (manager then customer), Meta and Instagram Ads (business then ad account), GA4 (account then property), Business Profile (account then one or more locations). For those, pass the first pick as account_id and the second as sub_account_ids. Linking re-fetches the client's widgets on that datasource in the background — get_widget_data reads them as they land.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
client_idYesClient to link (from list_clients)
account_idNoThe account to link — or, for a two-step datasource, the container to look inside. Omit to list the choices
manual_valueNoFor a datasource that is told what to report on instead of offering a list — Ahrefs takes a domain. Call without it and the tool names the value it wants
datasource_idYesDatasource alias (from datasources)
connection_nameNoWhich connection to use. Omit it: with one connection for this datasource the tool uses it, with several it lists them
sub_account_idsNoTwo-step datasources only: what to link inside account_id (Business Profile takes several locations; the rest take one)

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataNoEither the link that was made, or — when the call was ambiguous — the choices to pick from: the connections for this datasource, or the accounts inside one. Ask the user which, then call again naming it.
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. Changed3 schema fields changed
    • removedInput schema / $schema
      Removed value: -"http://json-schema.org/draft-07/schema#"
    • 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

A4.4/5.0
Behavior4/5

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

Annotations already cover the safety profile (readOnlyHint=false, destructiveHint=false, openWorldHint=true). The description adds real behavioral context beyond that: linking re-fetches the client's widgets in the background and get_widget_data reads them as they land. No mention of auth requirements or failure modes, keeping it from a 5.

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?

Dense but front-loaded: purpose first, then the call flow, then the datasource shapes. Every sentence carries information, though the enumeration of two-step datasources is lengthy.

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?

With an output schema present, return values need no explanation, and annotations cover safety. The description fully equips an agent to handle the non-obvious multi-step and two-step flows that would otherwise cause failed calls.

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. The description goes beyond it by explaining the iterative use of account_id, the meaning of sub_account_ids for the six two-step datasources, and the manual_value case (Ahrefs domain), which the schema only partially conveys.

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 ('point a client at one of the account's datasource connections') and frames it as the connect-panel account picker exposed as a tool. This clearly separates it from siblings like unlink_datasource, connected_datasources, and create_connection.

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?

Explains the two-call pattern (list choices, then re-call with the picked id) and when the tool lists connections. It doesn't explicitly name alternatives like unlink_datasource or create_connection, but the usage context is unambiguous.

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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