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Get video analysis

get_video_analysis
Read-only

Get the full analysis (incl. scene breakdown) for a video — owned or public/competitor.

Pass platform and post_id separately (the native post_id from analyze_post or list_videos — not the composite id field). Deep analysis runs async (~30-60s): right after analyze_post this returns {"status": "pending", "retry_after_seconds": N} — that is expected, not an error. Wait that long and call again until you get the full analysis. A genuine 404 means the post was never analyzed — call analyze_post(url) first.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
post_idYesThe platform's native post id — the `post_id` from analyze_post / list_videos. Pass platform and post_id separately, NOT the composite `id`.
platformYesTarget platform — instagram, tiktok, or youtube (case-insensitive).

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedOutput schema / anyOf
      Previous value: -[
      -  {
      -    "properties": {
      -      "content_themes": {
      -        "items": {
      -          "type": "string"
      -        },
      -        "title": "Content Themes",
      -        "type": "array"
      -      },
      -      "executive_summary": {
      -        "anyOf": [
      -          {
      -            "type": "string"
      -          },
      -          {
      -            "type": "null"
      -          }
      -        ],
      -        "default": null,
      -        "title": "Executive Summary"
      -      },
      -      "hooks": {
      -        "items": {
      -          "additionalProperties": true,
      -          "type": "object"
      -        },
      -        "title": "Hooks",
      -        "type": "array"
      -      },
      -      "note": {
      -        "anyOf": [
      -          {
      -            "type": "string"
      -          },
      -          {
      -            "type": "null"
      -          }
      -        ],
      -        "default": null,
      -        "title": "Note"
      -      },
      -      "post": {
      -        "properties": {
      -          "analysis_available": {
      -            "default": false,
      -            "title": "Analysis Available",
      -            "type": "boolean"
      -          },
      -          "analysis_preview": {
      -            "anyOf": [
      -              {
      -                "additionalProperties": true,
      -                "type": "object"
      -              },
      -              {
      -                "type": "null"
      -              }
      -            ],
      -            "default": null,
      -            "title": "Analysis Preview"
      -          },
      -          "caption": {
      -            "anyOf": [
      -              {
      -                "type": "string"
      -              },
      -              {
      -                "type": "null"
      -              }
      -            ],
      -            "default": null,
      -            "title": "Caption"
      -          },
      -          "creator_username": {
      -            "anyOf": [
      -              {
      -                "type": "string"
      -              },
      -              {
      -                "type": "null"
      -              }
      -            ],
      -            "default": null,
      -            "title": "Creator Username"
      -          },
      -          "duration": {
      -            "anyOf": [
      -              {
      -                "type": "integer"
      -              },
      -              {
      -                "type": "null"
      -              }
      -            ],
      -            "default": null,
      -            "title": "Duration"
      -          },
      -          "id": {
      -            "title": "Id",
      -            "type": "string"
      -          },
      -          "metrics": {
      -            "anyOf": [
      -              {
      -                "properties": {
      -                  "comments": {
      -                    "anyOf": [
      -                      {
      -                        "type": "integer"
      -                      },
      -                      {
      -                        "type": "null"
      -                      }
      -                    ],
      -                    "default": null,
      -                    "title": "Comments"
      -                  },
      -                  "engagement_rate": {
      -                    "anyOf": [
      -                      {
      -                        "type": "number"
      -                      },
      -                      {
      -                        "type": "null"
      -                      }
      -                    ],
      -                    "default": null,
      -                    "title": "Engagement Rate"
      -                  },
      -                  "likes": {
      -                    "anyOf": [
      -                      {
      -                        "type": "integer"
      -                      },
      -                      {
      -                        "type": "null"
      -                      }
      -                    ],
      -                    "default": null,
      -                    "title": "Likes"
      -                  },
      -                  "saves": {
      -                    "anyOf": [
      -                      {
      -                        "type": "integer"
      -                      },
      -                      {
      -                        "type": "null"
      -                      }
      -                    ],
      -                    "default": null,
      -                    "title": "Saves"
      -                  },
      -                  "shares": {
      -                    "anyOf": [
      -                      {
      -                        "type": "integer"
      -                      },
      -                      {
      -                        "type": "null"
      -                      }
      -                    ],
      -                    "default": null,
      -                    "title": "Shares"
      -                  },
      -                  "views": {
      -                    "anyOf": [
      -                      {
      -                        "type": "integer"
      -                      },
      -                      {
      -                        "type": "null"
      -                      }
      -                    ],
      -                    "default": null,
      -                    "title": "Views"
      -                  }
      -                },
      -                "title": "McpPostMetrics",
      -                "type": "object"
      -              },
      -              {
      -                "type": "null"
      -              }
      -            ],
      -            "default": null
      -          },
      -          "owned_by_user": {
      -            "default": false,
      -            "title": "Owned By User",
      -            "type": "boolean"
      -          },
      -          "platform": {
      -            "title": "Platform",
      -            "type": "string"
      -          },
      -          "post_created_time": {
      -            "anyOf": [
      -              {
      -                "format": "date-time",
      -                "type": "string"
      -              },
      -              {
      -                "type": "null"
      -              }
      -            ],
      -            "default": null,
      -            "title": "Post Created Time"
      -          },
      -          "post_id": {
      -            "title": "Post Id",
      -            "type": "string"
      -          },
      -          "post_url": {
      -            "anyOf": [
      -              {
      -                "type": "string"
      -              },
      -              {
      -                "type": "null"
      -              }
      -            ],
      -            "default": null,
      -            "title": "Post Url"
      -          },
      -          "thumbnail_url": {
      -            "anyOf": [
      -              {
      -                "type": "string"
      -              },
      -              {
      -                "type": "null"
      -              }
      -            ],
      -            "default": null,
      -            "title": "Thumbnail Url"
      -          },
      -          "title": {
      -            "anyOf": [
      -              {
      -                "type": "string"
      -              },
      -              {
      -                "type": "null"
      -              }
      -            ],
      -            "default": null,
      -            "title": "Title"
      -          }
      -        },
      -        "required": [
      -          "id",
      -          "platform",
      -          "post_id"
      -        ],
      -        "title": "McpPostSummary",
      -        "type": "object"
      -      },
      -      "scenes": {
      -        "items": {
      -          "additionalProperties": true,
      -          "type": "object"
      -        },
      -        "title": "Scenes",
      -        "type": "array"
      -      },
      -      "suggested_hooks": {
      -        "items": {
      -          "type": "string"
      -        },
      -        "title": "Suggested Hooks",
      -        "type": "array"
      -      },
      -      "transcript": {
      -        "anyOf": [
      -          {
      -            "type": "string"
      -          },
      -          {
      -            "type": "null"
      -          }
      -        ],
      -        "default": null,
      -        "title": "Transcript"
      -      },
      -      "transcript_segments": {
      -        "anyOf": [
      -          {
      -            "items": {
      -              "additionalProperties": true,
      -              "type": "object"
      -            },
      -            "type": "array"
      -          },
      -          {
      -            "type": "null"
      -          }
      -        ],
      -        "default": null,
      -        "title": "Transcript Segments"
      -      },
      -      "video_analysis": {
      -        "anyOf": [
      -          {
      -            "type": "string"
      -          },
      -          {
      -            "type": "null"
      -          }
      -        ],
      -        "default": null,
      -        "title": "Video Analysis"
      -      }
      -    },
      -    "required": [
      -      "post"
      -    ],
      -    "title": "McpPostAnalysis",
      -    "type": "object"
      -  },
      -  {
      -    "description": "Output of `get_video_analysis` while the deep analysis is not readable.\n\nDiscriminator vs. the completed variant (`McpPostAnalysis`): this shape has\na `status` field ('pending' or 'failed'); the completed analysis does not.\n'pending' is expected right after `analyze_post` — wait `retry_after_seconds`\nand call again.",
      -    "properties": {
      -      "message": {
      -        "title": "Message",
      -        "type": "string"
      -      },
      -      "platform": {
      -        "title": "Platform",
      -        "type": "string"
      -      },
      -      "post_id": {
      -        "title": "Post Id",
      -        "type": "string"
      -      },
      -      "retry_after_seconds": {
      -        "anyOf": [
      -          {
      -            "type": "integer"
      -          },
      -          {
      -            "type": "null"
      -          }
      -        ],
      -        "default": null,
      -        "description": "Present only while status='pending' — how long to wait before retrying.",
      -        "title": "Retry After Seconds"
      -      },
      -      "status": {
      -        "enum": [
      -          "pending",
      -          "failed"
      -        ],
      -        "title": "Status",
      -        "type": "string"
      -      }
      -    },
      -    "required": [
      -      "status",
      -      "platform",
      -      "post_id",
      -      "message"
      -    ],
      -    "title": "McpAnalysisProgress",
      -    "type": "object"
      -  }
      -]New value: +[
      +  {
      +    "properties": {
      +      "audio_description": {
      +        "anyOf": [
      +          {
      +            "type": "string"
      +          },
      +          {
      +            "type": "null"
      +          }
      +        ],
      +        "default": null,
      +        "title": "Audio Description"
      +      },
      +      "content_themes": {
      +        "items": {
      +          "type": "string"
      +        },
      +        "title": "Content Themes",
      +        "type": "array"
      +      },
      +      "executive_summary": {
      +        "anyOf": [
      +          {
      +            "type": "string"
      +          },
      +          {
      +            "type": "null"
      +          }
      +        ],
      +        "default": null,
      +        "title": "Executive Summary"
      +      },
      +      "hooks": {
      +        "items": {
      +          "additionalProperties": true,
      +          "type": "object"
      +        },
      +        "title": "Hooks",
      +        "type": "array"
      +      },
      +      "note": {
      +        "anyOf": [
      +          {
      +            "type": "string"
      +          },
      +          {
      +            "type": "null"
      +          }
      +        ],
      +        "default": null,
      +        "title": "Note"
      +      },
      +      "post": {
      +        "properties": {
      +          "analysis_available": {
      +            "default": false,
      +            "title": "Analysis Available",
      +            "type": "boolean"
      +          },
      +          "analysis_preview": {
      +            "anyOf": [
      +              {
      +                "additionalProperties": true,
      +                "type": "object"
      +              },
      +              {
      +                "type": "null"
      +              }
      +            ],
      +            "default": null,
      +            "title": "Analysis Preview"
      +          },
      +          "caption": {
      +            "anyOf": [
      +              {
      +                "type": "string"
      +              },
      +              {
      +                "type": "null"
      +              }
      +            ],
      +            "default": null,
      +            "title": "Caption"
      +          },
      +          "creator_username": {
      +            "anyOf": [
      +              {
      +                "type": "string"
      +              },
      +              {
      +                "type": "null"
      +              }
      +            ],
      +            "default": null,
      +            "title": "Creator Username"
      +          },
      +          "duration": {
      +            "anyOf": [
      +              {
      +                "type": "integer"
      +              },
      +              {
      +                "type": "null"
      +              }
      +            ],
      +            "default": null,
      +            "title": "Duration"
      +          },
      +          "id": {
      +            "title": "Id",
      +            "type": "string"
      +          },
      +          "metrics": {
      +            "anyOf": [
      +              {
      +                "properties": {
      +                  "comments": {
      +                    "anyOf": [
      +                      {
      +                        "type": "integer"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ],
      +                    "default": null,
      +                    "title": "Comments"
      +                  },
      +                  "engagement_rate": {
      +                    "anyOf": [
      +                      {
      +                        "type": "number"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ],
      +                    "default": null,
      +                    "title": "Engagement Rate"
      +                  },
      +                  "likes": {
      +                    "anyOf": [
      +                      {
      +                        "type": "integer"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ],
      +                    "default": null,
      +                    "title": "Likes"
      +                  },
      +                  "saves": {
      +                    "anyOf": [
      +                      {
      +                        "type": "integer"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ],
      +                    "default": null,
      +                    "title": "Saves"
      +                  },
      +                  "shares": {
      +                    "anyOf": [
      +                      {
      +                        "type": "integer"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ],
      +                    "default": null,
      +                    "title": "Shares"
      +                  },
      +                  "views": {
      +                    "anyOf": [
      +                      {
      +                        "type": "integer"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ],
      +                    "default": null,
      +                    "title": "Views"
      +                  }
      +                },
      +                "title": "McpPostMetrics",
      +                "type": "object"
      +              },
      +              {
      +                "type": "null"
      +              }
      +            ],
      +            "default": null
      +          },
      +          "owned_by_user": {
      +            "default": false,
      +            "title": "Owned By User",
      +            "type": "boolean"
      +          },
      +          "platform": {
      +            "title": "Platform",
      +            "type": "string"
      +          },
      +          "post_created_time": {
      +            "anyOf": [
      +              {
      +                "format": "date-time",
      +                "type": "string"
      +              },
      +              {
      +                "type": "null"
      +              }
      +            ],
      +            "default": null,
      +            "title": "Post Created Time"
      +          },
      +          "post_id": {
      +            "title": "Post Id",
      +            "type": "string"
      +          },
      +          "post_url": {
      +            "anyOf": [
      +              {
      +                "type": "string"
      +              },
      +              {
      +                "type": "null"
      +              }
      +            ],
      +            "default": null,
      +            "title": "Post Url"
      +          },
      +          "thumbnail_url": {
      +            "anyOf": [
      +              {
      +                "type": "string"
      +              },
      +              {
      +                "type": "null"
      +              }
      +            ],
      +            "default": null,
      +            "title": "Thumbnail Url"
      +          },
      +          "title": {
      +            "anyOf": [
      +              {
      +                "type": "string"
      +              },
      +              {
      +                "type": "null"
      +              }
      +            ],
      +            "default": null,
      +            "title": "Title"
      +          }
      +        },
      +        "required": [
      +          "id",
      +          "platform",
      +          "post_id"
      +        ],
      +        "title": "McpPostSummary",
      +        "type": "object"
      +      },
      +      "scenes": {
      +        "items": {
      +          "additionalProperties": true,
      +          "type": "object"
      +        },
      +        "title": "Scenes",
      +        "type": "array"
      +      },
      +      "suggested_hooks": {
      +        "items": {
      +          "type": "string"
      +        },
      +        "title": "Suggested Hooks",
      +        "type": "array"
      +      },
      +      "transcript": {
      +        "anyOf": [
      +          {
      +            "type": "string"
      +          },
      +          {
      +            "type": "null"
      +          }
      +        ],
      +        "default": null,
      +        "title": "Transcript"
      +      },
      +      "transcript_segments": {
      +        "anyOf": [
      +          {
      +            "items": {
      +              "additionalProperties": true,
      +              "type": "object"
      +            },
      +            "type": "array"
      +          },
      +          {
      +            "type": "null"
      +          }
      +        ],
      +        "default": null,
      +        "title": "Transcript Segments"
      +      },
      +      "video_analysis": {
      +        "anyOf": [
      +          {
      +            "type": "string"
      +          },
      +          {
      +            "type": "null"
      +          }
      +        ],
      +        "default": null,
      +        "title": "Video Analysis"
      +      },
      +      "visual_description": {
      +        "anyOf": [
      +          {
      +            "type": "string"
      +          },
      +          {
      +            "type": "null"
      +          }
      +        ],
      +        "default": null,
      +        "title": "Visual Description"
      +      }
      +    },
      +    "required": [
      +      "post"
      +    ],
      +    "title": "McpPostAnalysis",
      +    "type": "object"
      +  },
      +  {
      +    "description": "Output of `get_video_analysis` while the deep analysis is not readable.\n\nDiscriminator vs. the completed variant (`McpPostAnalysis`): this shape has\na `status` field ('pending' or 'failed'); the completed analysis does not.\n'pending' is expected right after `analyze_post` — wait `retry_after_seconds`\nand call again.",
      +    "properties": {
      +      "message": {
      +        "title": "Message",
      +        "type": "string"
      +      },
      +      "platform": {
      +        "title": "Platform",
      +        "type": "string"
      +      },
      +      "post_id": {
      +        "title": "Post Id",
      +        "type": "string"
      +      },
      +      "retry_after_seconds": {
      +        "anyOf": [
      +          {
      +            "type": "integer"
      +          },
      +          {
      +            "type": "null"
      +          }
      +        ],
      +        "default": null,
      +        "description": "Present only while status='pending' — how long to wait before retrying.",
      +        "title": "Retry After Seconds"
      +      },
      +      "status": {
      +        "enum": [
      +          "pending",
      +          "failed"
      +        ],
      +        "title": "Status",
      +        "type": "string"
      +      }
      +    },
      +    "required": [
      +      "status",
      +      "platform",
      +      "post_id",
      +      "message"
      +    ],
      +    "title": "McpAnalysisProgress",
      +    "type": "object"
      +  }
      +]
  2. Changed2 schema fields changed
    • removedOutput schema / additionalProperties
      Removed value: -true
    • addedOutput schema / anyOf
      Added value: +[
      +  {
      +    "properties": {
      +      "content_themes": {
      +        "items": {
      +          "type": "string"
      +        },
      +        "title": "Content Themes",
      +        "type": "array"
      +      },
      +      "executive_summary": {
      +        "anyOf": [
      +          {
      +            "type": "string"
      +          },
      +          {
      +            "type": "null"
      +          }
      +        ],
      +        "default": null,
      +        "title": "Executive Summary"
      +      },
      +      "hooks": {
      +        "items": {
      +          "additionalProperties": true,
      +          "type": "object"
      +        },
      +        "title": "Hooks",
      +        "type": "array"
      +      },
      +      "note": {
      +        "anyOf": [
      +          {
      +            "type": "string"
      +          },
      +          {
      +            "type": "null"
      +          }
      +        ],
      +        "default": null,
      +        "title": "Note"
      +      },
      +      "post": {
      +        "properties": {
      +          "analysis_available": {
      +            "default": false,
      +            "title": "Analysis Available",
      +            "type": "boolean"
      +          },
      +          "analysis_preview": {
      +            "anyOf": [
      +              {
      +                "additionalProperties": true,
      +                "type": "object"
      +              },
      +              {
      +                "type": "null"
      +              }
      +            ],
      +            "default": null,
      +            "title": "Analysis Preview"
      +          },
      +          "caption": {
      +            "anyOf": [
      +              {
      +                "type": "string"
      +              },
      +              {
      +                "type": "null"
      +              }
      +            ],
      +            "default": null,
      +            "title": "Caption"
      +          },
      +          "creator_username": {
      +            "anyOf": [
      +              {
      +                "type": "string"
      +              },
      +              {
      +                "type": "null"
      +              }
      +            ],
      +            "default": null,
      +            "title": "Creator Username"
      +          },
      +          "duration": {
      +            "anyOf": [
      +              {
      +                "type": "integer"
      +              },
      +              {
      +                "type": "null"
      +              }
      +            ],
      +            "default": null,
      +            "title": "Duration"
      +          },
      +          "id": {
      +            "title": "Id",
      +            "type": "string"
      +          },
      +          "metrics": {
      +            "anyOf": [
      +              {
      +                "properties": {
      +                  "comments": {
      +                    "anyOf": [
      +                      {
      +                        "type": "integer"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ],
      +                    "default": null,
      +                    "title": "Comments"
      +                  },
      +                  "engagement_rate": {
      +                    "anyOf": [
      +                      {
      +                        "type": "number"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ],
      +                    "default": null,
      +                    "title": "Engagement Rate"
      +                  },
      +                  "likes": {
      +                    "anyOf": [
      +                      {
      +                        "type": "integer"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ],
      +                    "default": null,
      +                    "title": "Likes"
      +                  },
      +                  "saves": {
      +                    "anyOf": [
      +                      {
      +                        "type": "integer"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ],
      +                    "default": null,
      +                    "title": "Saves"
      +                  },
      +                  "shares": {
      +                    "anyOf": [
      +                      {
      +                        "type": "integer"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ],
      +                    "default": null,
      +                    "title": "Shares"
      +                  },
      +                  "views": {
      +                    "anyOf": [
      +                      {
      +                        "type": "integer"
      +                      },
      +                      {
      +                        "type": "null"
      +                      }
      +                    ],
      +                    "default": null,
      +                    "title": "Views"
      +                  }
      +                },
      +                "title": "McpPostMetrics",
      +                "type": "object"
      +              },
      +              {
      +                "type": "null"
      +              }
      +            ],
      +            "default": null
      +          },
      +          "owned_by_user": {
      +            "default": false,
      +            "title": "Owned By User",
      +            "type": "boolean"
      +          },
      +          "platform": {
      +            "title": "Platform",
      +            "type": "string"
      +          },
      +          "post_created_time": {
      +            "anyOf": [
      +              {
      +                "format": "date-time",
      +                "type": "string"
      +              },
      +              {
      +                "type": "null"
      +              }
      +            ],
      +            "default": null,
      +            "title": "Post Created Time"
      +          },
      +          "post_id": {
      +            "title": "Post Id",
      +            "type": "string"
      +          },
      +          "post_url": {
      +            "anyOf": [
      +              {
      +                "type": "string"
      +              },
      +              {
      +                "type": "null"
      +              }
      +            ],
      +            "default": null,
      +            "title": "Post Url"
      +          },
      +          "thumbnail_url": {
      +            "anyOf": [
      +              {
      +                "type": "string"
      +              },
      +              {
      +                "type": "null"
      +              }
      +            ],
      +            "default": null,
      +            "title": "Thumbnail Url"
      +          },
      +          "title": {
      +            "anyOf": [
      +              {
      +                "type": "string"
      +              },
      +              {
      +                "type": "null"
      +              }
      +            ],
      +            "default": null,
      +            "title": "Title"
      +          }
      +        },
      +        "required": [
      +          "id",
      +          "platform",
      +          "post_id"
      +        ],
      +        "title": "McpPostSummary",
      +        "type": "object"
      +      },
      +      "scenes": {
      +        "items": {
      +          "additionalProperties": true,
      +          "type": "object"
      +        },
      +        "title": "Scenes",
      +        "type": "array"
      +      },
      +      "suggested_hooks": {
      +        "items": {
      +          "type": "string"
      +        },
      +        "title": "Suggested Hooks",
      +        "type": "array"
      +      },
      +      "transcript": {
      +        "anyOf": [
      +          {
      +            "type": "string"
      +          },
      +          {
      +            "type": "null"
      +          }
      +        ],
      +        "default": null,
      +        "title": "Transcript"
      +      },
      +      "transcript_segments": {
      +        "anyOf": [
      +          {
      +            "items": {
      +              "additionalProperties": true,
      +              "type": "object"
      +            },
      +            "type": "array"
      +          },
      +          {
      +            "type": "null"
      +          }
      +        ],
      +        "default": null,
      +        "title": "Transcript Segments"
      +      },
      +      "video_analysis": {
      +        "anyOf": [
      +          {
      +            "type": "string"
      +          },
      +          {
      +            "type": "null"
      +          }
      +        ],
      +        "default": null,
      +        "title": "Video Analysis"
      +      }
      +    },
      +    "required": [
      +      "post"
      +    ],
      +    "title": "McpPostAnalysis",
      +    "type": "object"
      +  },
      +  {
      +    "description": "Output of `get_video_analysis` while the deep analysis is not readable.\n\nDiscriminator vs. the completed variant (`McpPostAnalysis`): this shape has\na `status` field ('pending' or 'failed'); the completed analysis does not.\n'pending' is expected right after `analyze_post` — wait `retry_after_seconds`\nand call again.",
      +    "properties": {
      +      "message": {
      +        "title": "Message",
      +        "type": "string"
      +      },
      +      "platform": {
      +        "title": "Platform",
      +        "type": "string"
      +      },
      +      "post_id": {
      +        "title": "Post Id",
      +        "type": "string"
      +      },
      +      "retry_after_seconds": {
      +        "anyOf": [
      +          {
      +            "type": "integer"
      +          },
      +          {
      +            "type": "null"
      +          }
      +        ],
      +        "default": null,
      +        "description": "Present only while status='pending' — how long to wait before retrying.",
      +        "title": "Retry After Seconds"
      +      },
      +      "status": {
      +        "enum": [
      +          "pending",
      +          "failed"
      +        ],
      +        "title": "Status",
      +        "type": "string"
      +      }
      +    },
      +    "required": [
      +      "status",
      +      "platform",
      +      "post_id",
      +      "message"
      +    ],
      +    "title": "McpAnalysisProgress",
      +    "type": "object"
      +  }
      +]
  3. Changed2 schema fields changed
    • addedInput schema / properties / platform / description
      Added value: +"Target platform — instagram, tiktok, or youtube (case-insensitive)."
    • addedInput schema / properties / post_id / description
      Added value: +"The platform's native post id — the `post_id` from analyze_post / list_videos. Pass platform and post_id separately, NOT the composite `id`."
  4. First observed

TDQS

A4.9/5.0
Behavior5/5

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

Beyond the read-only annotation, the description explains async behavior, the pending response shape, retry timing, and the 404 failure mode. The agent knows exactly what to expect and how to react.

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?

Front-loaded purpose, then required parameters, then async behavior, then error handling. Each sentence adds value without redundancy.

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?

Complete for a read-only retrieval tool: covers what it returns, how to call it, what response to expect, and how to distinguish not-yet-ready from never-analyzed. An agent has everything needed to use 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?

The schema already documents platform as allowed values and post_id as native ID, but the description adds the critical guidance to pass platform and post_id separately rather than the composite id, and clarifies that post_id comes from analyze_post/list_videos.

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?

The description states a specific verb and resource: getting the full video analysis, including scene breakdown, for owned or public/competitor videos. It clearly distinguishes this retrieval tool from analyze_post, which is referenced as the trigger for analysis.

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?

Provides explicit instructions: use native post_id from analyze_post/list_videos, not the composite id; wait retry_after_seconds after a pending response; call analyze_post if a 404 means no analysis exists. This gives the agent a complete decision path.

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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