agnt_data
Instagram

Instagram data, one key, agent-ready

Unified access to user profiles, reels, explore, locations, and hashtag media. Built for LLMs and automation — not one-off scraping.

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Quickstart

3 options

Choose how you want to integrate the Instagram API.

Register Instagram tools natively in your agent's tool registry via a code plugin.

1

Install the plugin:

openclaw plugins install @agntdata/openclaw-instagram
2

Configure your API key in openclaw.json:

{
  "plugins": {
    "entries": {
      "agntdata-instagram": {
        "enabled": true,
        "config": {
          "apiKey": "${AGNTDATA_API_KEY}"
        }
      }
    }
  }
}
3

Restart OpenClaw — Instagram tools are now available to your agent.

View on ClawHub →

Want all 7 APIs at once?

Install the master plugin for unified access to every platform.

clawhub install agnt-data
openclaw plugins install @agntdata/openclaw-agnt-data
Get API keyTry the playground
Endpoints

22

Cost / request

$0.01

Response format

JSON

OpenAPI version

1.0.0

Overview

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.

Key features

Structured JSON responses for Instagram resources
Single API key and unified credit balance across agntdata
Designed for agent workflows, batch jobs, and real-time tools
Composable with other agntdata providers in one stack
OpenAPI-documented endpoints for codegen and testing

Endpoints

22 endpoints across 6 categories. Click any row for detailed documentation.

22 total

👤 User Insights

10

👤 User Insights endpoints for Instagram — programmatic access to user profiles, reels, explore, locations, and hashtag media.

MethodEndpoint
get
Search users by keyword

AI agents that need Instagram data in structured form

get
Related profiles by user ID

AI agents that need Instagram data in structured form

get
Reels by user ID

AI agents that need Instagram data in structured form

get
Media list (V2) by user ID

AI agents that need Instagram data in structured form

get
Media list by user ID

AI agents that need Instagram data in structured form

get
User info (V2) by username

AI agents that need Instagram data in structured form

get
User info by user ID

AI agents that need Instagram data in structured form

get
Tagged media by user ID

AI agents that need Instagram data in structured form

get
Reposts by user ID

AI agents that need Instagram data in structured form

get
Web profile info by username

AI agents that need Instagram data in structured form

🔍 Explore Feed

2

🔍 Explore Feed endpoints for Instagram — programmatic access to user profiles, reels, explore, locations, and hashtag media.

MethodEndpoint
get
Media by explore section ID

AI agents that need Instagram data in structured form

get
Explore sections list

AI agents that need Instagram data in structured form

🗺️ Location Data

4

🗺️ Location Data endpoints for Instagram — programmatic access to user profiles, reels, explore, locations, and hashtag media.

MethodEndpoint
get
Cities by country code

AI agents that need Instagram data in structured form

get
Media by location ID

AI agents that need Instagram data in structured form

get
Locations by city ID

AI agents that need Instagram data in structured form

get
Location info by location ID

AI agents that need Instagram data in structured form

📸 Media Details

3

📸 Media Details endpoints for Instagram — programmatic access to user profiles, reels, explore, locations, and hashtag media.

MethodEndpoint
get
Download link by media ID or URL

AI agents that need Instagram data in structured form

get
Media info by URL

AI agents that need Instagram data in structured form

get
Music info by music ID

AI agents that need Instagram data in structured form

🧩 Identity Utilities

2

🧩 Identity Utilities endpoints for Instagram — programmatic access to user profiles, reels, explore, locations, and hashtag media.

MethodEndpoint
get
Media shortcode from media ID

AI agents that need Instagram data in structured form

get
Username from user ID

AI agents that need Instagram data in structured form

🔖 Hashtag Lookup

1

🔖 Hashtag Lookup endpoints for Instagram — programmatic access to user profiles, reels, explore, locations, and hashtag media.

MethodEndpoint
get
Media by hashtag

AI agents that need Instagram data in structured form

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

Ready to integrate?

Generate your API key in seconds and start calling 22 endpoints with a single credential. Free tier available with transparent pricing.

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Frequently asked questions

Instagram API
Instagram data API
Instagram for AI agents
unified social data API
agent-ready API
MCP data source
structured JSON API