Instagram API

The agntdata Instagram API wraps Instagram surface areas into a single integration. Instead of managing multiple keys, proxies, and rate limits yourself, you call agntdata with one credential and consume structured JSON optimized for downstream AI and analytics. Whether you are building a social listening agent, a content research pipeline, or a creator-intelligence product, this API gives you consistent access to user profiles, reels, explore, locations, and hashtag media with predictable billing and operational simplicity.

Recommended: Install the Plugin

For the best experience, install the OpenClaw plugin for Instagram API instead of this skill. The plugin provides native MCP tools, automatic authentication, and structured parameter validation.

Skill (this document):

clawhub install agntdata-instagram

Plugin (native tools; npm package matches package.json):

openclaw plugins install @agntdata/openclaw-instagram

This skill is useful for environments where plugins are not supported.

Authentication

Before making API calls, you need an API key. Get one from the agntdata dashboard.

The API key should be available as the AGNTDATA_API_KEY environment variable. Every request must include it as a Bearer token:

Authorization: Bearer $AGNTDATA_API_KEY

If the environment variable is not set, ask the user to provide their API key or direct them to https://app.agntdata.dev/dashboard to create one.

API Key Activation

After setting your API key, activate it by calling the registration endpoint. This only needs to be done once per key:

curl -X POST https://api.agntdata.dev/v1/register \
  -H "Authorization: Bearer $AGNTDATA_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"intendedApis": ["instagram"], "useCase": "Brief description of your use case"}'

Replace the useCase value with a short description of how you plan to use this API.

Discovery Endpoints

These public endpoints (no API key required) let you explore this platform's capabilities:

curl https://api.agntdata.dev/v1/platforms/instagram

Returns: full endpoint list, OpenAPI spec, features, and use cases.

Base URL

https://api.agntdata.dev/v1/instagram

Available Endpoints

Tool Schemas

The following JSON defines all available tools with their parameters. Each tool maps to an API endpoint.

[
  {
    "name": "agntdata_instagram_Search_users_by_keyword",
    "description": "Search users by keyword",
    "method": "GET",
    "path": "/search",
    "parameters": {
      "type": "object",
      "properties": {
        "fields": {
          "type": "string",
          "description": "Use the `fields` parameter to reduce bandwidth consumption and minimize response size by returning only the necessary data."
        },
        "select": {
          "type": "string",
          "description": "select"
        },
        "query": {
          "type": "string",
          "description": "query"
        }
      },
      "required": [
        "select",
        "query"
      ]
    }
  },
  {
    "name": "agntdata_instagram_Media_by_explore_section_ID",
    "description": "Media by explore section ID",
    "method": "GET",
    "path": "/section",
    "parameters": {
      "type": "object",
      "properties": {
        "fields": {
          "type": "string",
          "description": "Use the `fields` parameter to reduce bandwidth consumption and minimize response size by returning only the necessary data."
        },
        "max_id": {
          "type": "number",
          "description": "max_id"
        },
        "count": {
          "type": "number",
          "description": "count"
        },
        "id": {
          "type": "string",
          "description": "id"
        }
      },
      "required": [
        "count",
        "id"
      ]
    }
  },
  {
    "name": "agntdata_instagram_Explore_sections_list",
    "description": "Explore sections list",
    "method": "GET",
    "path": "/sections",
    "parameters": {
      "type": "object",
      "properties": {
        "fields": {
          "type": "string",
          "description": "Use the `fields` parameter to reduce bandwidth consumption and minimize response size by returning only the necessary data."
        }
      }
    }
  },
  {
    "name": "agntdata_instagram_Cities_by_country_code",
    "description": "Cities by country code",
    "method": "GET",
    "path": "/cities",
    "parameters": {
      "type": "object",
      "properties": {
        "fields": {
          "type": "string",
          "description": "Use the `fields` parameter to reduce bandwidth consumption and minimize response size by returning only the necessary data."
        },
        "country_code": {
          "type": "string",
          "description": "country_code"
        },
        "page": {
          "type": "number",
          "description": "page"
        }
      },
      "required": [
        "country_code"
      ]
    }
  },
  {
    "name": "agntdata_instagram_Media_by_location_ID",
    "description": "Media by location ID",
    "method": "GET",
    "path": "/location-feeds",
    "parameters": {
      "type": "object",
      "properties": {
        "fields": {
          "type": "string",
          "description": "Use the `fields` parameter to reduce bandwidth consumption and minimize response size by returning only the necessary data."
        },
        "tab": {
          "type": "string",
          "description": "tab"
        },
        "id": {
          "type": "string",
          "description": "id"
        },
        "end_cursor": {
          "type": "string",
          "description": "end_cursor"
        }
      },
      "required": [
        "tab",
        "id"
      ]
    }
  },
  {
    "name": "agntdata_instagram_Download_link_by_media_ID_or_URL",
    "description": "Download link by media ID or URL",
    "method": "GET",
    "path": "/post-dl",
    "parameters": {
      "type": "object",
      "properties": {
        "fields": {
          "type": "string",
          "description": "Use the `fields` parameter to reduce bandwidth consumption and minimize response size by returning only the necessary data."
        },
        "url": {
          "type": "string",
          "description": "url"
        }
      },
      "required": [
        "url"
      ]
    }
  },
  {
    "name": "agntdata_instagram_Media_info_by_URL",
    "description": "Media info by URL",
    "method": "GET",
    "path": "/post",
    "parameters": {
      "type": "object",
      "properties": {
        "fields": {
          "type": "string",
          "description": "Use the `fields` parameter to reduce bandwidth consumption and minimize response size by returning only the necessary data."
        },
        "url": {
          "type": "string",
          "description": "url"
        }
      },
      "required": [
        "url"
      ]
    }
  },
  {
    "name": "agntdata_instagram_Related_profiles_by_user_ID",
    "description": "Related profiles by user ID",
    "method": "GET",
    "path": "/related-profiles",
    "parameters": {
      "type": "object",
      "properties": {
        "fields": {
          "type": "string",
          "description": "Use the `fields` parameter to reduce bandwidth consumption and minimize response size by returning only the necessary data."
        },
        "id": {
          "type": "number",
          "description": "id"
        }
      },
      "required": [
        "id"
      ]
    }
  },
  {
    "name": "agntdata_instagram_Reels_by_user_ID",
    "description": "Reels by user ID",
    "method": "GET",
    "path": "/reels",
    "parameters": {
      "type": "object",
      "properties": {
        "max_id": {
          "type": "string",
          "description": "max_id"
        },
        "fields": {
          "type": "string",
          "description": "Use the `fields` parameter to reduce bandwidth consumption and minimize response size by returning only the necessary data."
        },
        "count": {
          "type": "number",
          "description": "count"
        },
        "id": {
          "type": "number",
          "description": "id"
        }
      },
      "required": [
        "count",
        "id"
      ]
    }
  },
  {
    "name": "agntdata_instagram_Media_list__V2__by_user_ID",
    "description": "Media list (V2) by user ID",
    "method": "GET",
    "path": "/user-feeds2",
    "parameters": {
      "type": "object",
      "properties": {
        "end_cursor": {
          "type": "string",
          "description": "end_cursor"
        },
        "fields": {
          "type": "string",
          "description": "Use the `fields` parameter to reduce bandwidth consumption and minimize response size by returning only the necessary data."
        },
        "count": {
          "type": "number",
          "description": "count"
        },
        "id": {
          "type": "number",
          "description": "id"
        }
      },
      "required": [
        "count",
        "id"
      ]
    }
  },
  {
    "name": "agntdata_instagram_Media_list_by_user_ID",
    "description": "Media list by user ID",
    "method": "GET",
    "path": "/user-feeds",
    "parameters": {
      "type": "object",
      "properties": {
        "count": {
          "type": "number",
          "description": "count"
        },
        "fields": {
          "type": "string",
          "description": "Use the `fields` parameter to reduce bandwidth consumption and minimize response size by returning only the necessary data."
        },
        "max_id": {
          "type": "string",
          "description": "max_id"
        },
        "allow_restricted_media": {
          "type": "boolean",
          "description": "allow_restricted_media"
        },
        "id": {
          "type": "number",
          "description": "id"
        }
      },
      "required": [
        "count",
        "id"
      ]
    }
  },
  {
    "name": "agntdata_instagram_User_info__V2__by_username",
    "description": "User info (V2) by username",
    "method": "GET",
    "path": "/profile2",
    "parameters": {
      "type": "object",
      "properties": {
        "fields": {
          "type": "string",
          "description": "Use the `fields` parameter to reduce bandwidth consumption and minimize response size by returning only the necessary data."
        },
        "username": {
          "type": "string",
          "description": "username"
        }
      },
      "required": [
        "username"
      ]
    }
  },
  {
    "name": "agntdata_instagram_User_info_by_user_ID",
    "description": "User info by user ID",
    "method": "GET",
    "path": "/profile",
    "parameters": {
      "type": "object",
      "properties": {
        "fields": {
          "type": "string",
          "description": "Use the `fields` parameter to reduce bandwidth consumption and minimize response size by returning only the necessary data."
        },
        "id": {
          "type": "number",
          "description": "id"
        }
      },
      "required": [
        "id"
      ]
    }
  },
  {
    "name": "agntdata_instagram_Media_shortcode_from_media_ID",
    "description": "Media shortcode from media ID",
    "method": "GET",
    "path": "/id-media",
    "parameters": {
      "type": "object",
      "properties": {
        "fields": {
          "type": "string",
          "description": "Use the `fields` parameter to reduce bandwidth consumption and minimize response size by returning only the necessary data."
        },
        "id": {
          "type": "string",
          "description": "id"
        }
      },
      "required": [
        "id"
      ]
    }
  },
  {
    "name": "agntdata_instagram_Username_from_user_ID",
    "description": "Username from user ID",
    "method": "GET",
    "path": "/id",
    "parameters": {
      "type": "object",
      "properties": {
        "fields": {
          "type": "string",
          "description": "Use the `fields` parameter to reduce bandwidth consumption and minimize response size by returning only the necessary data."
        },
        "id": {
          "type": "number",
          "description": "id"
        }
      },
      "required": [
        "id"
      ]
    }
  },
  {
    "name": "agntdata_instagram_Tagged_media_by_user_ID",
    "description": "Tagged media by user ID",
    "method": "GET",
    "path": "/user-tags",
    "parameters": {
      "type": "object",
      "properties": {
        "fields": {
          "type": "string",
          "description": "Use the `fields` parameter to reduce bandwidth consumption and minimize response size by returning only the necessary data."
        },
        "count": {
          "type": "number",
          "description": "count"
        },
        "end_cursor": {
          "type": "string",
          "description": "end_cursor"
        },
        "id": {
          "type": "number",
          "description": "id"
        }
      },
      "required": [
        "count",
        "id"
      ]
    }
  },
  {
    "name": "agntdata_instagram_Reposts_by_user_ID",
    "description": "Reposts by user ID",
    "method": "GET",
    "path": "/user-reposts",
    "parameters": {
      "type": "object",
      "properties": {
        "max_id": {
          "type": "string",
          "description": "max_id"
        },
        "fields": {
          "type": "string",
          "description": "Use the `fields` parameter to reduce bandwidth consumption and minimize response size by returning only the necessary data."
        },
        "id": {
          "type": "number",
          "description": "id"
        }
      },
      "required": [
        "id"
      ]
    }
  },
  {
    "name": "agntdata_instagram_Locations_by_city_ID",
    "description": "Locations by city ID",
    "method": "GET",
    "path": "/locations",
    "parameters": {
      "type": "object",
      "properties": {
        "page": {
          "type": "number",
          "description": "page"
        },
        "fields": {
          "type": "string",
          "description": "Use the `fields` parameter to reduce bandwidth consumption and minimize response size by returning only the necessary data."
        },
        "city_id": {
          "type": "string",
          "description": "city_id"
        }
      },
      "required": [
        "city_id"
      ]
    }
  },
  {
    "name": "agntdata_instagram_Location_info_by_location_ID",
    "description": "Location info by location ID",
    "method": "GET",
    "path": "/location-info",
    "parameters": {
      "type": "object",
      "properties": {
        "fields": {
          "type": "string",
          "description": "Use the `fields` parameter to reduce bandwidth consumption and minimize response size by returning only the necessary data."
        },
        "id": {
          "type": "number",
          "description": "id"
        }
      },
      "required": [
        "id"
      ]
    }
  },
  {
    "name": "agntdata_instagram_Web_profile_info_by_username",
    "description": "Web profile info by username",
    "method": "GET",
    "path": "/web-profile",
    "parameters": {
      "type": "object",
      "properties": {
        "fields": {
          "type": "string",
          "description": "Use the `fields` parameter to reduce bandwidth consumption and minimize response size by returning only the necessary data."
        },
        "username": {
          "type": "string",
          "description": "username"
        }
      },
      "required": [
        "username"
      ]
    }
  },
  {
    "name": "agntdata_instagram_Music_info_by_music_ID",
    "description": "Music info by music ID",
    "method": "GET",
    "path": "/music",
    "parameters": {
      "type": "object",
      "properties": {
        "fields": {
          "type": "string",
          "description": "Use the `fields` parameter to reduce bandwidth consumption and minimize response size by returning only the necessary data."
        },
        "max_id": {
          "type": "string",
          "description": "max_id"
        },
        "id": {
          "type": "number",
          "description": "id"
        }
      },
      "required": [
        "id"
      ]
    }
  },
  {
    "name": "agntdata_instagram_Media_by_hashtag",
    "description": "Media by hashtag",
    "method": "GET",
    "path": "/tag-feeds",
    "parameters": {
      "type": "object",
      "properties": {
        "end_cursor": {
          "type": "string",
          "description": "end_cursor"
        },
        "fields": {
          "type": "string",
          "description": "Use the `fields` parameter to reduce bandwidth consumption and minimize response size by returning only the necessary data."
        },
        "query": {
          "type": "string",
          "description": "query"
        }
      },
      "required": [
        "query"
      ]
    }
  }
]

Example

curl -X GET 'https://api.agntdata.dev/v1/instagram/' \
  -H 'Authorization: Bearer $AGNTDATA_API_KEY'

Use Cases

• Social and creator intelligence agents using Instagram
• Marketing and research teams monitoring accounts and content
• Product teams building alerts, digests, and dashboards
• Developers prototyping LLM tools that need live network data
• Data teams joining Instagram signals with CRM or warehouse data

Other Platforms

agntdata provides unified access to social data across multiple platforms. Explore other available APIs:

curl https://api.agntdata.dev/v1/platforms

Available platforms: LinkedIn, YouTube, TikTok, X, Instagram, Reddit, Facebook. Each uses the same API key and follows the same patterns.

Links

• Documentation
• API Reference
• ClawHub skill