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Glama

Create datasource connection

create_connection

Create a datasource connection from credentials — the connect panel's credential form, as a tool. Call it with just datasource_id to be told which fields that datasource needs, then again with those values and a name. Re-using an existing name updates that connection's credentials. Only for datasources that are connected by credentials; the ones that sign in through the vendor's website (Google, Meta, LinkedIn…) cannot be created here and say so. Use link_datasource afterwards to point a client at the new connection, and test_connection to check it.

Input Schema

NameRequiredDescriptionDefault
nameNoWhat to call this connection, e.g. "Client Stripe". Shown wherever connections are listed
credentialsNoThe credential values, keyed as the tool lists them. Omit to see the list
datasource_idYesDatasource alias (from datasources)

Output Schema

NameRequiredDescriptionDefault
dataNoEither the credential fields this datasource needs (when called without them), or the connection that was created — its id and name. Link it to a client with link_datasource.
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",
      -  "jira",
      -  "clickup",
      -  "make",
      -  "freshdesk",
      -  "chart-mogul",
      -  "amplitude",
      -  "harvest",
      -  "zoho-crm",
      -  "clockify",
      -  "adtraction",
      -  "shopify",
      -  "copper",
      -  "help-scout-docs",
      -  "close-crm",
      -  "simplesat",
      -  "help-scout-mailbox"
      -]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",
      +  "microsoft-clarity",
      +  "serp-watch",
      +  "vbout",
      +  "moz",
      +  "chatgpt-ads",
      +  "omnisend",
      +  "airtable",
      +  "nozzle",
      +  "surnex",
      +  "jira",
      +  "clickup",
      +  "make",
      +  "freshdesk",
      +  "chart-mogul",
      +  "amplitude",
      +  "harvest",
      +  "zoho-crm",
      +  "clockify",
      +  "adtraction",
      +  "shopify",
      +  "copper",
      +  "help-scout-docs",
      +  "close-crm",
      +  "simplesat",
      +  "help-scout-mailbox"
      +]
  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",
      -  "zoho-crm",
      -  "clockify",
      -  "adtraction",
      -  "shopify",
      -  "copper"
      -]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",
      +  "jira",
      +  "clickup",
      +  "make",
      +  "freshdesk",
      +  "chart-mogul",
      +  "amplitude",
      +  "harvest",
      +  "zoho-crm",
      +  "clockify",
      +  "adtraction",
      +  "shopify",
      +  "copper",
      +  "help-scout-docs",
      +  "close-crm",
      +  "simplesat",
      +  "help-scout-mailbox"
      +]
  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",
      -  "harvest",
      -  "zoho-crm",
      -  "clockify",
      -  "adtraction",
      -  "shopify"
      -]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",
      +  "shopify",
      +  "copper"
      +]
  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",
      -  "chart-mogul",
      -  "amplitude",
      -  "harvest",
      -  "zoho-crm",
      -  "clockify",
      -  "adtraction"
      -]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",
      +  "shopify"
      +]
  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",
      -  "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",
      +  "adtraction"
      +]
  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",
      -  "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"
      +]
  7. 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"
      -]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"
      +]
  8. 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"
      -]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"
      +]
  9. 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"
      +]
  10. Changed4 schema fields changed
    • removedInput schema / $schema
      Removed value: -"http://json-schema.org/draft-07/schema#"
    • 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"
      +]
    • removedOutput schema / $schema
      Removed value: -"http://json-schema.org/draft-07/schema#"
    • changedOutput schema / properties / success / description
      Previous value: -"True when the call succeeded. A failure comes back as an error result instead."New value: +"True when the call succeeded."
  11. Changed1 schema field changed
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
      +  "$schema": "http://json-schema.org/draft-07/schema#",
      +  "additionalProperties": false,
      +  "properties": {
      +    "data": {
      +      "description": "Either the credential fields this datasource needs (when called without them), or the connection that was created — its id and name. Link it to a client with link_datasource."
      +    },
      +    "success": {
      +      "description": "True when the call succeeded. A failure comes back as an error result instead.",
      +      "type": "boolean"
      +    }
      +  },
      +  "required": [
      +    "success"
      +  ],
      +  "type": "object"
      +}
  12. First observed

TDQS

A4.9/5.0
Behavior5/5

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

Annotations already mark this as a non-read-only, open-world, non-destructive write. The description goes well beyond them by disclosing upsert semantics ('Re-using an existing name updates that connection's credentials'), the discovery-then-submit workflow, and the datasource-type limitation. These are non-obvious traits an agent must know before invoking.

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

Conciseness5/5

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

Purpose is front-loaded in the first clause, and each subsequent sentence carries distinct load-bearing information (workflow, upsert behavior, scope exclusion, related tools). No sentence is redundant with the schema or annotations.

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 the safety profile. The description fills the remaining gaps — workflow, upsert, and datasource eligibility — so an agent has everything needed to call it correctly.

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 baseline is 3, but the description adds real meaning: it explains that datasource_id alone triggers field discovery and that credentials are then supplied 'keyed as the tool lists them,' clarifying the dynamic-key nature of the credentials object beyond the schema text.

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 ('Create a datasource connection from credentials') and frames it concretely as 'the connect panel's credential form, as a tool.' It distinguishes itself from the sibling verbs (delete_connection, rename_connection, link_datasource) by both its verb and by naming the follow-up tools.

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?

Explicitly prescribes the two-step invocation (call with just datasource_id to learn the fields, then again with values and a name) and states a hard exclusion: datasources that sign in via the vendor website (Google, Meta, LinkedIn…) cannot be created here. It also routes to link_datasource and test_connection, giving clear when/when-not guidance.

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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