AdsAgent — Google Ads MCP

google_ads_pmax_create_prepare

Prepare one atomic, paused standard Performance Max campaign using existing account image assets. A creatives_list selection_key (gdrive:...) is not a Google asset and is refused with cloud_asset_requires_platform_asset; upload it first with google_ads_asset_upload_prepare (images) or google_ads_video_upload_prepare (videos) and use the confirmed asset. Country and language names in targeting are required; without them the answer is needs_input, never a worldwide campaign. The approval summary lists locations, exclusions, geo option (default PRESENCE) and languages.

Input Schema

Name	Required	Description
`retail`	No
`headlines`	Yes
`targeting`	No
`final_urls`	Yes
`customer_id`	Yes	10-digit Google Ads customer id.
`logo_assets`	Yes
`target_roas`	No
`descriptions`	Yes
`language_ids`	No	Deprecated compatibility field; use targeting.languages, for example English. Values must belong to the Google language directory.
`location_ids`	No	Deprecated compatibility field; use targeting countries, regions or cities by name. Values must belong to the Google directory.
`budget_micros`	Yes
`business_name`	Yes
`campaign_name`	Yes
`search_themes`	No
`long_headlines`	Yes
`audience_signal`	No
`geo_target_type`	No	Defaults to PRESENCE (only people in the location).
`asset_group_name`	Yes
`bidding_strategy`	Yes
`targeting_source`	No	Where the targeting came from; shown in the approval summary. Defaults to user.
`target_cpa_micros`	No
`connection_context`	No
`excluded_location_ids`	No	Deprecated compatibility field; use targeting.excluded_countries by name.
`marketing_image_assets`	Yes
`square_marketing_image_assets`	Yes
`contains_eu_political_advertising`	Yes

Output Schema

Name	Required	Description	Default
`ok`	No
`code`	No
`draft`	No
`error`	No
`items`	No
`needs`	No
`state`	No
`reason`	No
`status`	No
`changes`	No
`receipt`	No
`summary`	No
`platform`	No
`receipts`	No
`retry_at`	No
`retryable`	No
`error_code`	No
`expires_at`	No
`idempotent`	No
`validation`	No
`approved_at`	No
`next_action`	No
`plan_digest`	No
`support_ref`	No
`approval_ref`	No
`confirm_tool`	No
`presentation`	No
`invalid_fields`	No
`rejected_paths`	No
`expected_changes`	No
`origin_support_ref`	No
`instruction_template_id`	No
`google_change_resource_name`	No

Schema Changelog

Changes observed during successful MCP inspections.

Changed2 schema fields changedOct 28, 2026

addedInput schema / properties / targeting / properties / country_groups

Added value: +{
+  "items": {
+    "type": "string"
+  },
+  "maxItems": 300,
+  "title": "Country Groups",
+  "type": "array"
+}

addedInput schema / properties / targeting / properties / excluded_country_groups

Added value: +{
+  "items": {
+    "type": "string"
+  },
+  "maxItems": 300,
+  "title": "Excluded Country Groups",
+  "type": "array"
+}

Changed1 schema field changedOct 28, 2026

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "additionalProperties": true,
+  "properties": {
+    "approval_ref": {
+      "type": "string"
+    },
+    "approved_at": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "changes": {
+      "items": {
+        "additionalProperties": true,
+        "properties": {},
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "code": {
+      "type": "string"
+    },
+    "confirm_tool": {
+      "type": "string"
+    },
+    "draft": {
+      "anyOf": [
+        {
+          "additionalProperties": true,
+          "properties": {
+            "action_type": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "asset_kind": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "byte_size": {
+              "anyOf": [
+                {
+                  "type": "integer"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "content_type": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "created_at": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "entity_id": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "entity_level": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "expires_at": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "filename": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "id": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "sha256": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "status": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            }
+          },
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "error": {
+      "anyOf": [
+        {
+          "anyOf": [
+            {
+              "type": "string"
+            },
+            {
+              "additionalProperties": true,
+              "properties": {
+                "code": {
+                  "type": "string"
+                },
+                "details": {
+                  "additionalProperties": true,
+                  "properties": {},
+                  "type": "object"
+                },
+                "message": {
+                  "type": "string"
+                },
+                "retryable": {
+                  "type": "boolean"
+                },
+                "support_ref": {
+                  "type": "string"
+                }
+              },
+              "type": "object"
+            }
+          ]
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "error_code": {
+      "type": "string"
+    },
+    "expected_changes": {
+      "items": {
+        "additionalProperties": true,
+        "properties": {},
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "expires_at": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "google_change_resource_name": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "idempotent": {
+      "type": "boolean"
+    },
+    "instruction_template_id": {
+      "type": "string"
+    },
+    "invalid_fields": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    },
+    "items": {
+      "items": {
+        "additionalProperties": true,
+        "properties": {
+          "index": {
+            "type": "integer"
+          },
+          "operation": {
+            "type": "string"
+          },
+          "receipt": {
+            "additionalProperties": true,
+            "properties": {},
+            "type": "object"
+          },
+          "state": {
+            "type": "string"
+          },
+          "summary": {
+            "additionalProperties": true,
+            "properties": {},
+            "type": "object"
+          }
+        },
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "needs": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    },
+    "next_action": {
+      "anyOf": [
+        {
+          "anyOf": [
+            {
+              "type": "string"
+            },
+            {
+              "additionalProperties": true,
+              "properties": {},
+              "type": "object"
+            }
+          ]
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "ok": {
+      "type": "boolean"
+    },
+    "origin_support_ref": {
+      "type": "string"
+    },
+    "plan_digest": {
+      "type": "string"
+    },
+    "platform": {
+      "type": "string"
+    },
+    "presentation": {
+      "type": "string"
+    },
+    "reason": {
+      "type": "string"
+    },
+    "receipt": {
+      "anyOf": [
+        {
+          "additionalProperties": true,
+          "properties": {
+            "acknowledged_at": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "action_type": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "claimed_at": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "draft_id": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "entity_id": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "entity_level": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "expires_at": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "finished_at": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "operation_ref": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "operation_state": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "operator_review_required": {
+              "type": "boolean"
+            },
+            "outcome_category": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "resource_name": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "sent_at": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "status": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "summary": {
+              "additionalProperties": true,
+              "properties": {},
+              "type": "object"
+            }
+          },
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "receipts": {
+      "items": {
+        "additionalProperties": true,
+        "properties": {},
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "rejected_paths": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    },
+    "retry_at": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "retryable": {
+      "type": "boolean"
+    },
+    "state": {
+      "type": "string"
+    },
+    "status": {
+      "anyOf": [
+        {
+          "anyOf": [
+            {
+              "type": "string"
+            },
+            {
+              "type": "integer"
+            }
+          ]
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "summary": {
+      "additionalProperties": true,
+      "properties": {},
+      "type": "object"
+    },
+    "support_ref": {
+      "type": "string"
+    },
+    "validation": {
+      "additionalProperties": true,
+      "properties": {},
+      "type": "object"
+    }
+  },
+  "type": "object"
+}

Changed1 schema field changedOct 26, 2026

changedInput schema / properties / language_ids / description

Previous value: -"Deprecated compatibility field; use targeting.languages, for example 英语. Values must belong to the Google language directory."New value: +"Deprecated compatibility field; use targeting.languages, for example English. Values must belong to the Google language directory."

Changed7 schema fields changedOct 20, 2026

addedInput schema / properties / excluded_location_ids / deprecated
```
Added value: +true
```

changedInput schema / properties / excluded_location_ids / description

Previous value: -"geo_target_constant ids to exclude."New value: +"Deprecated compatibility field; use targeting.excluded_countries by name."

addedInput schema / properties / language_ids / deprecated
```
Added value: +true
```

changedInput schema / properties / language_ids / description

Previous value: -"language_constant ids. Required; there is no implicit all-languages default."New value: +"Deprecated compatibility field; use targeting.languages, for example 英语. Values must belong to the Google language directory."

addedInput schema / properties / location_ids / deprecated
```
Added value: +true
```

changedInput schema / properties / location_ids / description

Previous value: -"geo_target_constant ids (country, region or city) to target. Required; resolve names with google_ads_geo_targets_suggest."New value: +"Deprecated compatibility field; use targeting countries, regions or cities by name. Values must belong to the Google directory."

addedInput schema / properties / targeting

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "age": {
+      "anyOf": [
+        {
+          "additionalProperties": false,
+          "properties": {
+            "max": {
+              "anyOf": [
+                {
+                  "maximum": 65,
+                  "minimum": 13,
+                  "type": "integer"
+                },
+                {
+                  "type": "null"
+                }
+              ],
+              "default": null,
+              "title": "Max"
+            },
+            "min": {
+              "maximum": 65,
+              "minimum": 13,
+              "title": "Min",
+              "type": "integer"
+            }
+          },
+          "required": [
+            "min"
+          ],
+          "title": "Age",
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null
+    },
+    "cities": {
+      "items": {
+        "additionalProperties": false,
+        "properties": {
+          "country": {
+            "maxLength": 200,
+            "minLength": 1,
+            "title": "Country",
+            "type": "string"
+          },
+          "name": {
+            "maxLength": 200,
+            "minLength": 1,
+            "title": "Name",
+            "type": "string"
+          },
+          "region": {
+            "anyOf": [
+              {
+                "maxLength": 200,
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "default": null,
+            "title": "Region"
+          }
+        },
+        "required": [
+          "name",
+          "country"
+        ],
+        "title": "City",
+        "type": "object"
+      },
+      "maxItems": 100,
+      "title": "Cities",
+      "type": "array"
+    },
+    "countries": {
+      "items": {
+        "type": "string"
+      },
+      "maxItems": 300,
+      "title": "Countries",
+      "type": "array"
+    },
+    "excluded_countries": {
+      "items": {
+        "type": "string"
+      },
+      "maxItems": 300,
+      "title": "Excluded Countries",
+      "type": "array"
+    },
+    "gender": {
+      "default": "all",
+      "enum": [
+        "all",
+        "female",
+        "male"
+      ],
+      "title": "Gender",
+      "type": "string"
+    },
+    "languages": {
+      "anyOf": [
+        {
+          "items": {
+            "type": "string"
+          },
+          "maxItems": 100,
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Languages"
+    },
+    "languages_mode": {
+      "anyOf": [
+        {
+          "enum": [
+            "restricted",
+            "all"
+          ],
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "default": null,
+      "title": "Languages Mode"
+    },
+    "placements": {
+      "anyOf": [
+        {
+          "const": "automatic",
+          "type": "string"
+        },
+        {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        }
+      ],
+      "default": "automatic",
+      "title": "Placements"
+    },
+    "regions": {
+      "items": {
+        "additionalProperties": false,
+        "properties": {
+          "country": {
+            "maxLength": 200,
+            "minLength": 1,
+            "title": "Country",
+            "type": "string"
+          },
+          "name": {
+            "maxLength": 200,
+            "minLength": 1,
+            "title": "Name",
+            "type": "string"
+          }
+        },
+        "required": [
+          "name",
+          "country"
+        ],
+        "title": "Region",
+        "type": "object"
+      },
+      "maxItems": 100,
+      "title": "Regions",
+      "type": "array"
+    }
+  },
+  "title": "TargetingIntent",
+  "type": "object"
+}

Changed5 schema fields changedOct 16, 2026

addedInput schema / properties / excluded_location_ids

Added value: +{
+  "description": "geo_target_constant ids to exclude.",
+  "items": {
+    "pattern": "^[1-9][0-9]*$",
+    "type": "string"
+  },
+  "maxItems": 100,
+  "type": "array",
+  "uniqueItems": true
+}

addedInput schema / properties / geo_target_type

Added value: +{
+  "description": "Defaults to PRESENCE (only people in the location).",
+  "enum": [
+    "PRESENCE",
+    "PRESENCE_OR_INTEREST"
+  ]
+}

addedInput schema / properties / language_ids

Added value: +{
+  "description": "language_constant ids. Required; there is no implicit all-languages default.",
+  "items": {
+    "pattern": "^[1-9][0-9]*$",
+    "type": "string"
+  },
+  "maxItems": 50,
+  "minItems": 1,
+  "type": "array",
+  "uniqueItems": true
+}

addedInput schema / properties / location_ids

Added value: +{
+  "description": "geo_target_constant ids (country, region or city) to target. Required; resolve names with google_ads_geo_targets_suggest.",
+  "items": {
+    "pattern": "^[1-9][0-9]*$",
+    "type": "string"
+  },
+  "maxItems": 100,
+  "minItems": 1,
+  "type": "array",
+  "uniqueItems": true
+}

addedInput schema / properties / targeting_source

Added value: +{
+  "description": "Where the targeting came from; shown in the approval summary. Defaults to user.",
+  "enum": [
+    "user",
+    "template",
+    "source_campaign"
+  ]
+}

Changed1 schema field changedOct 13, 2026
- addedInput schema / properties / connection_context
```
Added value: +{
+  "pattern": "^mctx_v1_[0-9a-f]{64}$",
+  "type": "string"
+}
```

Changed3 schema fields changedOct 4, 2026

addedInput schema / properties / audience_signal

Added value: +{
+  "pattern": "^customers/[0-9]+/audiences/[1-9][0-9]*$",
+  "type": "string"
+}

addedInput schema / properties / retail

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "feed_label": {
+      "pattern": "^[A-Z0-9_-]{1,20}$",
+      "type": "string"
+    },
+    "listing_tree": {
+      "oneOf": [
+        {
+          "additionalProperties": false,
+          "properties": {
+            "include": {
+              "type": "boolean"
+            }
+          },
+          "required": [
+            "include"
+          ],
+          "type": "object"
+        },
+        {
+          "additionalProperties": false,
+          "properties": {
+            "children": {
+              "items": {
+                "additionalProperties": false,
+                "properties": {
+                  "node": {
+                    "oneOf": [
+                      {
+                        "additionalProperties": false,
+                        "properties": {
+                          "include": {
+                            "type": "boolean"
+                          }
+                        },
+                        "required": [
+                          "include"
+                        ],
+                        "type": "object"
+                      },
+                      {
+                        "additionalProperties": false,
+                        "properties": {
+                          "children": {
+                            "items": {
+                              "additionalProperties": false,
+                              "properties": {
+                                "node": {
+                                  "additionalProperties": false,
+                                  "properties": {
+                                    "include": {
+                                      "type": "boolean"
+                                    }
+                                  },
+                                  "required": [
+                                    "include"
+                                  ],
+                                  "type": "object"
+                                },
+                                "value": {
+                                  "maxLength": 150,
+                                  "minLength": 1,
+                                  "type": [
+                                    "string",
+                                    "null"
+                                  ]
+                                }
+                              },
+                              "required": [
+                                "value",
+                                "node"
+                              ],
+                              "type": "object"
+                            },
+                            "maxItems": 50,
+                            "minItems": 2,
+                            "type": "array"
+                          },
+                          "dimension": {
+                            "enum": [
+                              "brand",
+                              "item_id"
+                            ]
+                          }
+                        },
+                        "required": [
+                          "dimension",
+                          "children"
+                        ],
+                        "type": "object"
+                      }
+                    ]
+                  },
+                  "value": {
+                    "maxLength": 150,
+                    "minLength": 1,
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  }
+                },
+                "required": [
+                  "value",
+                  "node"
+                ],
+                "type": "object"
+              },
+              "maxItems": 50,
+              "minItems": 2,
+              "type": "array"
+            },
+            "dimension": {
+              "enum": [
+                "brand",
+                "item_id"
+              ]
+            }
+          },
+          "required": [
+            "dimension",
+            "children"
+          ],
+          "type": "object"
+        }
+      ]
+    },
+    "merchant_id": {
+      "pattern": "^[1-9][0-9]*$",
+      "type": "string"
+    }
+  },
+  "required": [
+    "merchant_id",
+    "feed_label",
+    "listing_tree"
+  ],
+  "type": "object"
+}

addedInput schema / properties / search_themes

Added value: +{
+  "items": {
+    "maxLength": 80,
+    "minLength": 1,
+    "type": "string"
+  },
+  "maxItems": 25,
+  "type": "array",
+  "uniqueItems": true
+}

First observedSep 16, 2026

TDQS

A4.1/5.0

Behavior4/5

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

Annotations only declare non-readonly, non-destructive, closed-world; the description adds real behavior the agent could not infer: the campaign is created paused, the operation is atomic, bad asset keys produce the specific error cloud_asset_requires_platform_asset, and missing geo/language yields needs_input rather than a worldwide default. It also previews what the approval summary contains. Missing are idempotency/duplicate-call behavior and permission prerequisites.

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?

Five tight sentences, front-loaded with what the tool produces and the asset constraint. Each sentence carries distinct operational value: asset rejection, upload routing, targeting requirement, and approval-summary contents. No filler or restatement of the name.

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

Completeness3/5

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

An output schema exists, so return values need no explanation, and the description covers the two biggest traps (asset sourcing and geo/language). But for a 14-required-parameter tool with a nested retail/listing_tree branch, the description never mentions retail mode, feed_label, listing_tree, or bidding-strategy selection, leaving a major structural branch entirely to the schema.

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 only 23% across 26 parameters, so the description must compensate, and it does so for the highest-risk ones: the asset arrays require platform asset resource names, and targeting requires country/language names. However, budget_micros, bidding_strategy, target_roas/target_cpa, search_themes, audience_signal, and connection_context receive no semantic elaboration anywhere.

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 (Prepare), a specific resource (one atomic, paused standard Performance Max campaign) and a hard scope constraint (uses existing account image assets). An agent can distinguish this from google_ads_pmax_create_confirm purely from the 'prepare' framing plus the 'paused' qualifier without opening either schema.

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

Usage Guidelines4/5

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

Gives explicit routing for a common failure mode: a creatives_list gdrive: selection_key is refused and must first go through google_ads_asset_upload_prepare or google_ads_video_upload_prepare. It also states the precondition that country and language names are required in targeting. It stops short of naming the confirm step or contrasting with google_ads_campaign_create_prepare, so 4 rather than 5.

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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