Update to Toffu

{
  "canonical_app_id": "asdk_app_6ad952447f7481918caf0285fb042792",
  "connector_id": "asdk_app_6ad952447f7481918caf0285fb042792",
  "created_at": "2026-10-22T17:30:24.238930Z",
  "discoverability": "LISTED",
  "id": "plugin_asdk_app_6ad952447f7481918caf0285fb042792",
  "is_template": false,
  "is_template_instance": false,
  "is_v2_template": false,
  "name": "toffu",
  "release": {
    "app_ids": [
      "asdk_app_6ad952447f7481918caf0285fb042792"
    ],
    "app_manifest": {
      "apps": {
        "toffu": {
          "id": "asdk_app_6ad952447f7481918caf0285fb042792",
          "required": true
        }
      }
    },
    "app_templates": [],
    "description": "Toffu: campaign performance and campaign management for Google Ads and Meta Ads.",
    "display_name": "Toffu",
    "id": "pluginrel_998c7334bfe881919dee22f71a81c00b",
    "interface": {
      "brand_color": "#3F8A34",
      "capabilities": [
        "Campaign performance across your connected ad accounts",
        "List campaigns, ad sets and ads on Google Ads and Meta Ads",
        "Create, update, pause and delete campaigns, ad sets and ads, with a preview you confirm",
        "Other connected ad platforms where their APIs allow"
      ],
      "category": "Business & Operations",
      "composer_icon_dark_url": null,
      "composer_icon_url": "https://files.openai.com/content?id=file_000000001e4c81f69e490259fab53400",
      "default_prompt": "Which campaigns spent the most in the last 7 days, and what was their ROAS?",
      "default_prompts": [
        "Which campaigns spent the most in the last 7 days, and what was their ROAS?",
        "List my active Meta ad sets and their daily budgets.",
        "Create a paused Meta sales campaign with a 50 USD daily budget."
      ],
      "developer_name": "Toffu AI",
      "logo_url": "https://files.openai.com/content?id=file_00000000584881f68d314ce2aa0022aa",
      "logo_url_dark": null,
      "long_description": "Toffu connects ChatGPT to your company's Google Ads and Meta Ads accounts.\n\nSee campaign performance across your ad accounts in one table and check your account's rules and connected accounts. List campaigns, ad sets and ads, and create, update, pause or delete them. Every change is staged first: Toffu shows you a preview, and nothing reaches your ad account until you confirm.\n\nGoogle Ads and Meta Ads support the full set of actions. Other ad platforms connected in Toffu (such as LinkedIn, Microsoft, TikTok, Pinterest, Reddit and X Ads) can be listed and support the changes their platforms allow; Toffu tells you when an action is not available on a platform.\n\nFor marketers and agencies with a Toffu account. Toffu only accesses the workspace you approve when connecting.",
      "plugin_category_id": "business & operations",
      "privacy_policy_url": "https://toffu.ai/privacy",
      "screenshot_urls": [],
      "short_description": "AI marketing agent",
      "terms_of_service_url": "https://toffu.ai/terms",
      "website_url": "https://toffu.ai"
    },
    "keywords": [
      "marketing",
      "advertising",
      "google ads",
      "meta ads",
      "linkedin ads",
      "analytics"
    ],
    "mcp_servers": [
      {
        "key": "toffu",
        "metadata": {
          "headers": {},
          "type": "streamable-http",
          "url": "https://mcp.toffu.ai/mcp"
        }
      }
    ],
    "onboarding_skill_name": null,
    "requires_local_executor": false,
    "skills": [],
    "version": "1.2.0"
  },
  "scope": "GLOBAL",
  "share_url": "https://chatgpt.com/plugins/plugin_asdk_app_6ad952447f7481918caf0285fb042792?open_in_app",
  "status": "ENABLED"
}