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Generate and edit images, videos, and audio with 150+ models from 20+ vendors.

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Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. 25 tool updates
    • Removedpicsart_asset_review
    • Removedpicsart_asset_sheet
    • Changedpicsart_change_bg1 field changed
      • addedOutput schema / properties / assets / items / properties / durationSeconds
        Added value: +{
        +  "type": "number"
        +}
    • Removedpicsart_delete_asset
    • Changedpicsart_enhance1 field changed
      • addedOutput schema / properties / assets / items / properties / durationSeconds
        Added value: +{
        +  "type": "number"
        +}
    • Removedpicsart_film_setup
    • Removedpicsart_film_tracker
    • Changedpicsart_generate1 field changed
      • addedOutput schema / properties / assets / items / properties / durationSeconds
        Added value: +{
        +  "type": "number"
        +}
    • Removedpicsart_grade_console
    • Removedpicsart_list_assets
    • Changedpicsart_media_contact_sheet1 field changed
      • addedOutput schema / properties / assets / items / properties / durationSeconds
        Added value: +{
        +  "type": "number"
        +}
    • Changedpicsart_media_export1 field changed
      • addedOutput schema / properties / assets / items / properties / durationSeconds
        Added value: +{
        +  "type": "number"
        +}
    • Removedpicsart_media_video_create
    • Removedpicsart_media_video_render
    • Removedpicsart_media_video_revise
    • Removedpicsart_model_choice
    • Removedpicsart_music_studio
    • Changedpicsart_remove_bg1 field changed
      • addedOutput schema / properties / assets / items / properties / durationSeconds
        Added value: +{
        +  "type": "number"
        +}
    • Removedpicsart_save_asset
    • Removedpicsart_scene_review
    • Removedpicsart_shot_designer
    • Removedpicsart_shotlist_board
    • Changedpicsart_vectorize1 field changed
      • addedOutput schema / properties / assets / items / properties / durationSeconds
        Added value: +{
        +  "type": "number"
        +}
    • Removedpicsart_video_compare
    • Removedpicsart_video_review
  2. 17 tool updates
    • Addedpicsart_asset_review
    • Addedpicsart_asset_sheet
    • Addedpicsart_delete_asset
    • Addedpicsart_film_setup
    • Addedpicsart_film_tracker
    • Changedpicsart_generate1 field changed
      • changedInput schema / properties / async / description
        Previous value: -"Submit the job and return immediately with `{ job, status: \"ACCEPTED\" }` instead of waiting for the result. Meant for widget code that polls `picsart_job_status` with the returned handle; assistants should omit it and wait for the synchronous result."New value: +"Submit the job and return immediately with `{ job, status: \"ACCEPTED\" }` instead of waiting for the result, then poll `picsart_job_status` with the returned handle. DEFAULTS TO TRUE FOR VIDEO MODELS: hosts cap a synchronous tool call at roughly a minute, and a severed sync call loses the result while the render still charges — a host \"isn't responding\" error on a sync video call is NOT a failed generation, the job is still running server-side with no handle left to recover it. Images and text finish fast; they stay synchronous unless you pass true."
    • Addedpicsart_grade_console
    • Addedpicsart_list_assets
    • Addedpicsart_media_upload
    • Addedpicsart_model_choice
    • Addedpicsart_save_asset
    • Addedpicsart_scene_review
    • Addedpicsart_shot_designer
    • Addedpicsart_shotlist_board
    • Removedpicsart_upload_widget
    • Addedpicsart_video_compare
    • Addedpicsart_video_review
  3. 1 tool update
    • Changedpicsart_media_video_render1 field changed
      • changedInput schema / properties / code_url / description
        Previous value: -"code_url from an picsart_media_video_create/picsart_media_video_revise result"New value: +"code_url from a picsart_media_video_create/picsart_media_video_revise result"
  4. 2 tool updates
    • Changedpicsart_media_contact_sheet2 fields changed
      • changedInput schema / properties / frames / description
        Previous value: -"How many evenly-spaced thumbnails to return (default 8, capped at 24)"New value: +"How many evenly-spaced thumbnails to return (default 8, max 8 shown inline)"
      • changedInput schema / properties / times / description
        Previous value: -"EXACT scene times (seconds) to thumbnail (capped at 24). When set, `frames` is ignored"New value: +"EXACT scene times (seconds) to thumbnail. At most 8 frames come back as inline images; requesting more no longer renders/charges the extras (see above). When set, `frames` is ignored"
    • Changedpicsart_media_get_capabilities1 field changed
      • changedInput schema / properties / sections / description
        Previous value: -"Optional subset of capability sections to return. Omit to get the section INDEX (names only) — the full document is ~123KB, so fetch just the slices you need; pass [\"all\"] for the whole document"New value: +"Optional subset of capability sections to return. Omit to get the section INDEX (names only) — the full document is ~135KB, so fetch just the slices you need; pass [\"all\"] for the whole document. \"looks\" alone is ~62KB and can overflow a result cap even as the only section requested — ask for \"looksCompact\" (id/summary/params only, ~8KB) first, then \"looks\" for the one id you need in full"
  5. 1 tool update
    • Changedpicsart_media_get_capabilities1 field changed
      • changedInput schema / properties / sections / description
        Previous value: -"Optional subset of capability sections to return; omit for the full document"New value: +"Optional subset of capability sections to return. Omit to get the section INDEX (names only) — the full document is ~123KB, so fetch just the slices you need; pass [\"all\"] for the whole document"
  6. 1 tool update
    • Addedpicsart_upload_widget
  7. 8 tool updates
    • Changedpicsart_change_bg2 fields changed
      • addedOutput schema / properties / assets / items / properties / height
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / assets / items / properties / width
        Added value: +{
        +  "type": "number"
        +}
    • Changedpicsart_enhance2 fields changed
      • addedOutput schema / properties / assets / items / properties / height
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / assets / items / properties / width
        Added value: +{
        +  "type": "number"
        +}
    • Changedpicsart_generate2 fields changed
      • addedOutput schema / properties / assets / items / properties / height
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / assets / items / properties / width
        Added value: +{
        +  "type": "number"
        +}
    • Changedpicsart_media_contact_sheet2 fields changed
      • addedOutput schema / properties / assets / items / properties / height
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / assets / items / properties / width
        Added value: +{
        +  "type": "number"
        +}
    • Changedpicsart_media_export2 fields changed
      • addedOutput schema / properties / assets / items / properties / height
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / assets / items / properties / width
        Added value: +{
        +  "type": "number"
        +}
    • Changedpicsart_media_video_render2 fields changed
      • addedOutput schema / properties / assets / items / properties / height
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / assets / items / properties / width
        Added value: +{
        +  "type": "number"
        +}
    • Changedpicsart_remove_bg2 fields changed
      • addedOutput schema / properties / assets / items / properties / height
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / assets / items / properties / width
        Added value: +{
        +  "type": "number"
        +}
    • Changedpicsart_vectorize2 fields changed
      • addedOutput schema / properties / assets / items / properties / height
        Added value: +{
        +  "type": "number"
        +}
      • addedOutput schema / properties / assets / items / properties / width
        Added value: +{
        +  "type": "number"
        +}
  8. 1 tool update
    • Changedpicsart_drive1 field changed
      • changedOutput schema / required
        Previous value: -[
        -  "folderUid",
        -  "folders",
        -  "files",
        -  "page",
        -  "pageSize",
        -  "totalFiles",
        -  "totalPages",
        -  "hasPrev",
        -  "hasNext"
        -]New value: +[
        +  "folderUid",
        +  "folders",
        +  "files",
        +  "page",
        +  "pageSize",
        +  "hasPrev",
        +  "hasNext"
        +]
  9. 6 tool updates
    • Changedpicsart_list_models5 fields changed
      • addedOutput schema / properties / items / items / additionalProperties
        Added value: +false
      • removedOutput schema / properties / items / items / anyOf
        Removed value: -[
        -  {
        -    "additionalProperties": false,
        -    "properties": {
        -      "id": {
        -        "type": "string"
        -      },
        -      "inputType": {
        -        "type": "string"
        -      },
        -      "mode": {
        -        "type": "string"
        -      },
        -      "name": {
        -        "type": "string"
        -      }
        -    },
        -    "required": [
        -      "id",
        -      "name",
        -      "mode",
        -      "inputType"
        -    ],
        -    "type": "object"
        -  },
        -  {
        -    "additionalProperties": false,
        -    "properties": {
        -      "badges": {
        -        "items": {
        -          "type": "string"
        -        },
        -        "type": "array"
        -      },
        -      "description": {
        -        "type": "string"
        -      },
        -      "id": {
        -        "type": "string"
        -      },
        -      "inputType": {
        -        "type": "string"
        -      },
        -      "mode": {
        -        "type": "string"
        -      },
        -      "name": {
        -        "type": "string"
        -      },
        -      "provider": {
        -        "type": "string"
        -      }
        -    },
        -    "required": [
        -      "id",
        -      "name",
        -      "mode",
        -      "inputType"
        -    ],
        -    "type": "object"
        -  }
        -]
      • addedOutput schema / properties / items / items / properties
        Added value: +{
        +  "badges": {
        +    "items": {
        +      "type": "string"
        +    },
        +    "type": "array"
        +  },
        +  "description": {
        +    "type": "string"
        +  },
        +  "id": {
        +    "type": "string"
        +  },
        +  "inputType": {
        +    "type": "string"
        +  },
        +  "mode": {
        +    "type": "string"
        +  },
        +  "name": {
        +    "type": "string"
        +  },
        +  "provider": {
        +    "type": "string"
        +  },
        +  "supportedAspectRatios": {
        +    "items": {
        +      "type": "string"
        +    },
        +    "type": "array"
        +  },
        +  "supportedResolutions": {
        +    "items": {
        +      "type": "string"
        +    },
        +    "type": "array"
        +  }
        +}
      • addedOutput schema / properties / items / items / required
        Added value: +[
        +  "id",
        +  "name",
        +  "mode",
        +  "inputType"
        +]
      • addedOutput schema / properties / items / items / type
        Added value: +"object"
    • Changedpicsart_media_contact_sheet1 field changed
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
        +  "$schema": "http://json-schema.org/draft-07/schema#",
        +  "additionalProperties": true,
        +  "properties": {
        +    "assets": {
        +      "items": {
        +        "additionalProperties": false,
        +        "properties": {
        +          "id": {
        +            "type": "string"
        +          },
        +          "mimeType": {
        +            "type": "string"
        +          },
        +          "model": {
        +            "type": "string"
        +          },
        +          "prompt": {
        +            "type": "string"
        +          },
        +          "summary": {
        +            "type": "string"
        +          },
        +          "title": {
        +            "type": "string"
        +          },
        +          "tool": {
        +            "type": "string"
        +          },
        +          "type": {
        +            "enum": [
        +              "image",
        +              "video",
        +              "audio",
        +              "file"
        +            ],
        +            "type": "string"
        +          },
        +          "url": {
        +            "type": "string"
        +          }
        +        },
        +        "required": [
        +          "id",
        +          "type",
        +          "url"
        +        ],
        +        "type": "object"
        +      },
        +      "type": "array"
        +    },
        +    "completed": {
        +      "type": "number"
        +    },
        +    "created_at": {
        +      "type": "string"
        +    },
        +    "drive": {},
        +    "finalUrl": {
        +      "type": "string"
        +    },
        +    "id": {
        +      "type": "string"
        +    },
        +    "iterations": {
        +      "type": "number"
        +    },
        +    "model": {
        +      "type": "string"
        +    },
        +    "prompt": {
        +      "type": "string"
        +    },
        +    "results": {},
        +    "summary": {
        +      "type": "string"
        +    },
        +    "url": {
        +      "type": "string"
        +    },
        +    "urls": {
        +      "items": {
        +        "type": "string"
        +      },
        +      "type": "array"
        +    },
        +    "videos": {
        +      "items": {
        +        "additionalProperties": false,
        +        "properties": {
        +          "mimeType": {
        +            "type": "string"
        +          },
        +          "url": {
        +            "type": "string"
        +          }
        +        },
        +        "required": [
        +          "url"
        +        ],
        +        "type": "object"
        +      },
        +      "type": "array"
        +    },
        +    "why_relevant": {
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "assets"
        +  ],
        +  "type": "object"
        +}
    • Changedpicsart_media_export1 field changed
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
        +  "$schema": "http://json-schema.org/draft-07/schema#",
        +  "additionalProperties": true,
        +  "properties": {
        +    "assets": {
        +      "items": {
        +        "additionalProperties": false,
        +        "properties": {
        +          "id": {
        +            "type": "string"
        +          },
        +          "mimeType": {
        +            "type": "string"
        +          },
        +          "model": {
        +            "type": "string"
        +          },
        +          "prompt": {
        +            "type": "string"
        +          },
        +          "summary": {
        +            "type": "string"
        +          },
        +          "title": {
        +            "type": "string"
        +          },
        +          "tool": {
        +            "type": "string"
        +          },
        +          "type": {
        +            "enum": [
        +              "image",
        +              "video",
        +              "audio",
        +              "file"
        +            ],
        +            "type": "string"
        +          },
        +          "url": {
        +            "type": "string"
        +          }
        +        },
        +        "required": [
        +          "id",
        +          "type",
        +          "url"
        +        ],
        +        "type": "object"
        +      },
        +      "type": "array"
        +    },
        +    "completed": {
        +      "type": "number"
        +    },
        +    "created_at": {
        +      "type": "string"
        +    },
        +    "drive": {},
        +    "finalUrl": {
        +      "type": "string"
        +    },
        +    "id": {
        +      "type": "string"
        +    },
        +    "iterations": {
        +      "type": "number"
        +    },
        +    "model": {
        +      "type": "string"
        +    },
        +    "prompt": {
        +      "type": "string"
        +    },
        +    "results": {},
        +    "summary": {
        +      "type": "string"
        +    },
        +    "url": {
        +      "type": "string"
        +    },
        +    "urls": {
        +      "items": {
        +        "type": "string"
        +      },
        +      "type": "array"
        +    },
        +    "videos": {
        +      "items": {
        +        "additionalProperties": false,
        +        "properties": {
        +          "mimeType": {
        +            "type": "string"
        +          },
        +          "url": {
        +            "type": "string"
        +          }
        +        },
        +        "required": [
        +          "url"
        +        ],
        +        "type": "object"
        +      },
        +      "type": "array"
        +    },
        +    "why_relevant": {
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "assets"
        +  ],
        +  "type": "object"
        +}
    • Changedpicsart_media_video_render1 field changed
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
        +  "$schema": "http://json-schema.org/draft-07/schema#",
        +  "additionalProperties": true,
        +  "properties": {
        +    "assets": {
        +      "items": {
        +        "additionalProperties": false,
        +        "properties": {
        +          "id": {
        +            "type": "string"
        +          },
        +          "mimeType": {
        +            "type": "string"
        +          },
        +          "model": {
        +            "type": "string"
        +          },
        +          "prompt": {
        +            "type": "string"
        +          },
        +          "summary": {
        +            "type": "string"
        +          },
        +          "title": {
        +            "type": "string"
        +          },
        +          "tool": {
        +            "type": "string"
        +          },
        +          "type": {
        +            "enum": [
        +              "image",
        +              "video",
        +              "audio",
        +              "file"
        +            ],
        +            "type": "string"
        +          },
        +          "url": {
        +            "type": "string"
        +          }
        +        },
        +        "required": [
        +          "id",
        +          "type",
        +          "url"
        +        ],
        +        "type": "object"
        +      },
        +      "type": "array"
        +    },
        +    "completed": {
        +      "type": "number"
        +    },
        +    "created_at": {
        +      "type": "string"
        +    },
        +    "drive": {},
        +    "finalUrl": {
        +      "type": "string"
        +    },
        +    "id": {
        +      "type": "string"
        +    },
        +    "iterations": {
        +      "type": "number"
        +    },
        +    "model": {
        +      "type": "string"
        +    },
        +    "prompt": {
        +      "type": "string"
        +    },
        +    "results": {},
        +    "summary": {
        +      "type": "string"
        +    },
        +    "url": {
        +      "type": "string"
        +    },
        +    "urls": {
        +      "items": {
        +        "type": "string"
        +      },
        +      "type": "array"
        +    },
        +    "videos": {
        +      "items": {
        +        "additionalProperties": false,
        +        "properties": {
        +          "mimeType": {
        +            "type": "string"
        +          },
        +          "url": {
        +            "type": "string"
        +          }
        +        },
        +        "required": [
        +          "url"
        +        ],
        +        "type": "object"
        +      },
        +      "type": "array"
        +    },
        +    "why_relevant": {
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "assets"
        +  ],
        +  "type": "object"
        +}
    • Changedpicsart_model_catalog5 fields changed
      • addedOutput schema / properties / items / items / additionalProperties
        Added value: +false
      • removedOutput schema / properties / items / items / anyOf
        Removed value: -[
        -  {
        -    "additionalProperties": false,
        -    "properties": {
        -      "id": {
        -        "type": "string"
        -      },
        -      "inputType": {
        -        "type": "string"
        -      },
        -      "mode": {
        -        "type": "string"
        -      },
        -      "name": {
        -        "type": "string"
        -      }
        -    },
        -    "required": [
        -      "id",
        -      "name",
        -      "mode",
        -      "inputType"
        -    ],
        -    "type": "object"
        -  },
        -  {
        -    "additionalProperties": false,
        -    "properties": {
        -      "badges": {
        -        "items": {
        -          "type": "string"
        -        },
        -        "type": "array"
        -      },
        -      "description": {
        -        "type": "string"
        -      },
        -      "id": {
        -        "type": "string"
        -      },
        -      "inputType": {
        -        "type": "string"
        -      },
        -      "mode": {
        -        "type": "string"
        -      },
        -      "name": {
        -        "type": "string"
        -      },
        -      "provider": {
        -        "type": "string"
        -      }
        -    },
        -    "required": [
        -      "id",
        -      "name",
        -      "mode",
        -      "inputType"
        -    ],
        -    "type": "object"
        -  }
        -]
      • addedOutput schema / properties / items / items / properties
        Added value: +{
        +  "badges": {
        +    "items": {
        +      "type": "string"
        +    },
        +    "type": "array"
        +  },
        +  "description": {
        +    "type": "string"
        +  },
        +  "id": {
        +    "type": "string"
        +  },
        +  "inputType": {
        +    "type": "string"
        +  },
        +  "mode": {
        +    "type": "string"
        +  },
        +  "name": {
        +    "type": "string"
        +  },
        +  "provider": {
        +    "type": "string"
        +  },
        +  "supportedAspectRatios": {
        +    "items": {
        +      "type": "string"
        +    },
        +    "type": "array"
        +  },
        +  "supportedResolutions": {
        +    "items": {
        +      "type": "string"
        +    },
        +    "type": "array"
        +  }
        +}
      • addedOutput schema / properties / items / items / required
        Added value: +[
        +  "id",
        +  "name",
        +  "mode",
        +  "inputType"
        +]
      • addedOutput schema / properties / items / items / type
        Added value: +"object"
    • Changedpicsart_music_studio5 fields changed
      • addedOutput schema / properties / items / items / additionalProperties
        Added value: +false
      • removedOutput schema / properties / items / items / anyOf
        Removed value: -[
        -  {
        -    "additionalProperties": false,
        -    "properties": {
        -      "id": {
        -        "type": "string"
        -      },
        -      "inputType": {
        -        "type": "string"
        -      },
        -      "mode": {
        -        "type": "string"
        -      },
        -      "name": {
        -        "type": "string"
        -      }
        -    },
        -    "required": [
        -      "id",
        -      "name",
        -      "mode",
        -      "inputType"
        -    ],
        -    "type": "object"
        -  },
        -  {
        -    "additionalProperties": false,
        -    "properties": {
        -      "badges": {
        -        "items": {
        -          "type": "string"
        -        },
        -        "type": "array"
        -      },
        -      "description": {
        -        "type": "string"
        -      },
        -      "id": {
        -        "type": "string"
        -      },
        -      "inputType": {
        -        "type": "string"
        -      },
        -      "mode": {
        -        "type": "string"
        -      },
        -      "name": {
        -        "type": "string"
        -      },
        -      "provider": {
        -        "type": "string"
        -      }
        -    },
        -    "required": [
        -      "id",
        -      "name",
        -      "mode",
        -      "inputType"
        -    ],
        -    "type": "object"
        -  }
        -]
      • addedOutput schema / properties / items / items / properties
        Added value: +{
        +  "badges": {
        +    "items": {
        +      "type": "string"
        +    },
        +    "type": "array"
        +  },
        +  "description": {
        +    "type": "string"
        +  },
        +  "id": {
        +    "type": "string"
        +  },
        +  "inputType": {
        +    "type": "string"
        +  },
        +  "mode": {
        +    "type": "string"
        +  },
        +  "name": {
        +    "type": "string"
        +  },
        +  "provider": {
        +    "type": "string"
        +  },
        +  "supportedAspectRatios": {
        +    "items": {
        +      "type": "string"
        +    },
        +    "type": "array"
        +  },
        +  "supportedResolutions": {
        +    "items": {
        +      "type": "string"
        +    },
        +    "type": "array"
        +  }
        +}
      • addedOutput schema / properties / items / items / required
        Added value: +[
        +  "id",
        +  "name",
        +  "mode",
        +  "inputType"
        +]
      • addedOutput schema / properties / items / items / type
        Added value: +"object"

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TDQS

A4.7/5.0
Disambiguation5/5

Each tool has a clearly distinct purpose: dedicated tools for background removal/replacement, enhancement, vectorization, and generic generation; model discovery is split into UI vs data access; and support tools like credits, preflight, and job status are uniquely scoped. The descriptions explicitly cross-reference each other to prevent confusion.

Naming Consistency4/5

All tools share the `picsart_` prefix and snake_case style, but the second part mixes noun forms (credits, drive, job_status, model_catalog, model_params, music_studio) with verb forms (enhance, generate, preflight, vectorize) and verb_noun forms (change_bg, list_models, remove_bg). This is a minor inconsistency that does not hinder readability.

Tool Count5/5

13 tools is a well-scoped count for a full GenAI server covering image editing, generation, model browsing, metadata, cost preflight, credit tracking, drive management, and async job status. Each tool serves a distinct purpose and none feel redundant.

Completeness5/5

The tool surface covers the full lifecycle: model discovery, parameter inspection, preflight cost estimation, generation, background operations, enhancement, vectorization, job status, credit monitoring, and drive storage. The only possible gap is advanced editing (e.g., inpainting), but the generic generate tool can handle that, and the dedicated tools cover the most common workflows thoroughly.

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