Instoryview

Instagram profiles, follower/following snapshots and changes, with budgeted public lookups.

Should I use this

Quality & Safety

A
Description quality
100%
Schema completeness
89%
Naming quality
100%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~1,222Tokens (tool definitions)
~1.5 KBTypical response size
Moderate attention impact (0.95% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "instoryview": {
      "url": "https://instoryview.com/mcp"
    }
  }
}

Remote endpoints

https://instoryview.com/mcpstreamable-http

What it can do

Tool inventory

Tools (6)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢list_tracking(limit, cursor, includeArchived)

List your tracked accounts with profile counts and snapshot times. Reads stored data without collection charges.

Input Schema

{
  "type": "object",
  "properties": {
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 100,
      "default": 50
    },
    "cursor": {
      "type": "string",
      "maxLength": 8192,
      "description": "meta.nextCursor from the previous page of this same tool and account."
    },
    "includeArchived": {
      "type": "boolean",
      "default": false
    }
  },
  "required": [],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "data": {
      "type": "object"
    },
    "meta": {
      "type": "object"
    }
  },
  "required": [
    "data",
    "meta"
  ]
}
🟢get_account(username)

Read stored profile information and follower/following counts. Counts may have a different observation time than lists. No online collection.

Input Schema

{
  "type": "object",
  "properties": {
    "username": {
      "type": "string",
      "minLength": 1,
      "maxLength": 31,
      "description": "Instagram username, optionally prefixed with @."
    }
  },
  "required": [
    "username"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "data": {
      "type": "object"
    },
    "meta": {
      "type": "object"
    }
  },
  "required": [
    "data",
    "meta"
  ]
}
🟢list_followers(username, limit, cursor)

Read a page of the most recent accessible follower snapshot, or permitted public query cache. State its asOf and partial coverage. Never collects automatically.

Input Schema

{
  "type": "object",
  "properties": {
    "username": {
      "type": "string",
      "minLength": 1,
      "maxLength": 31,
      "description": "Instagram username, optionally prefixed with @."
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 100,
      "default": 50
    },
    "cursor": {
      "type": "string",
      "maxLength": 8192,
      "description": "meta.nextCursor from the previous page of this same tool and account."
    }
  },
  "required": [
    "username"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "data": {
      "type": "object"
    },
    "meta": {
      "type": "object"
    }
  },
  "required": [
    "data",
    "meta"
  ]
}
🟢list_following(username, limit, cursor)

Read a page of the most recent accessible following snapshot, or permitted public query cache. State its asOf and partial coverage. Never collects automatically.

Input Schema

{
  "type": "object",
  "properties": {
    "username": {
      "type": "string",
      "minLength": 1,
      "maxLength": 31,
      "description": "Instagram username, optionally prefixed with @."
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 100,
      "default": 50
    },
    "cursor": {
      "type": "string",
      "maxLength": 8192,
      "description": "meta.nextCursor from the previous page of this same tool and account."
    }
  },
  "required": [
    "username"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "data": {
      "type": "object"
    },
    "meta": {
      "type": "object"
    }
  },
  "required": [
    "data",
    "meta"
  ]
}
🟢get_account_changes(username, limit, cursor, list, from, ...)

Read detected changes in your accessible tracking history, default last seven calendar days UTC. detectedAt is detection time, not exact Instagram action time. For the next page send username and cursor; the cursor keeps the list, dates and timezone.

Input Schema

{
  "type": "object",
  "properties": {
    "username": {
      "type": "string",
      "minLength": 1,
      "maxLength": 31,
      "description": "Instagram username, optionally prefixed with @."
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 100,
      "default": 50
    },
    "cursor": {
      "type": "string",
      "maxLength": 8192,
      "description": "meta.nextCursor from the previous page of this same tool and account."
    },
    "list": {
      "type": "string",
      "enum": [
        "followers",
        "following"
      ],
      "default": "followers"
    },
    "from": {
      "type": "string",
      "format": "date"
    },
    "to": {
      "type": "string",
      "format": "date"
    },
    "timezone": {
      "type": "string",
      "default": "UTC"
    }
  },
  "required": [
    "username"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "data": {
      "type": "object"
    },
    "meta": {
      "type": "object"
    }
  },
  "required": [
    "data",
    "meta"
  ]
}
🟢query_public_account(username, type, maxCredits, cursor, idempotencyKey)

Explicit online query of a public profile or ONE page of followers/following (one source page, usually 25 people). May consume credits: a first list page needs maxCredits of at least 2 (profile + page), a next page 1. Require user authorization for this target, type and maxCredits. Generate and keep idempotencyKey before the first attempt; reuse it with identical arguments when restoring. Never automatically fetch all pages or increase budget.

Input Schema

{
  "type": "object",
  "properties": {
    "username": {
      "type": "string",
      "minLength": 1,
      "maxLength": 31,
      "description": "Instagram username, optionally prefixed with @."
    },
    "type": {
      "type": "string",
      "enum": [
        "profile",
        "followers",
        "following"
      ]
    },
    "maxCredits": {
      "type": "integer",
      "minimum": 1,
      "maximum": 1000
    },
    "cursor": {
      "type": "string",
      "maxLength": 8192
    },
    "idempotencyKey": {
      "type": "string",
      "pattern": "^[A-Za-z0-9_.:-]{8,200}$"
    }
  },
  "required": [
    "username",
    "type",
    "maxCredits",
    "idempotencyKey"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "data": {
      "type": "object"
    },
    "meta": {
      "type": "object"
    }
  },
  "required": [
    "data",
    "meta"
  ]
}

Community

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Evidence

Recent observations

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