Pricing

$5.00 / 1,000 result scrapeds

Instagram Profile & Posts Scraper 2026 (No API Key)

Scrape Instagram profiles, posts, reels, followers and engagement metrics without the official Instagram Graph API. No login, no cookies, no rate limits. Perfect for influencer research, competitor analysis, and brand monitoring.

Pricing

$5.00 / 1,000 result scrapeds

Rating

0.0

(0)

Developer

Web Data Labs

Actor stats

Bookmarked

Total users

Monthly active users

8 hours ago

Last modified

Categories

Social media

Lead generation

You can access the Instagram Profile & Posts Scraper 2026 (No API Key) programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

{
  "openapi": "3.0.1",
  "info": {
    "version": "0.0",
    "x-build-id": "svzLfGyANh7pcoYBb"
  },
  "servers": [
    {
      "url": "https://api.apify.com/v2"
    }
  ],
  "paths": {
    "/acts/cryptosignals~instagram-profile-scraper/run-sync-get-dataset-items": {
      "post": {
        "operationId": "run-sync-get-dataset-items-cryptosignals-instagram-profile-scraper",
        "x-openai-isConsequential": false,
        "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
        "tags": [
          "Run Actor"
        ],
        "requestBody": {
          "required": true,
          "content": {
            "application/json": {
              "schema": {
                "$ref": "#/components/schemas/inputSchema"
              }
            }
          }
        },
        "parameters": [
          {
            "name": "token",
            "in": "query",
            "required": true,
            "schema": {
              "type": "string"
            },
            "description": "Enter your Apify token here"
          }
        ],
        "responses": {
          "200": {
            "description": "OK"
          }
        }
      }
    },
    "/acts/cryptosignals~instagram-profile-scraper/runs": {
      "post": {
        "operationId": "runs-sync-cryptosignals-instagram-profile-scraper",
        "x-openai-isConsequential": false,
        "summary": "Executes an Actor and returns information about the initiated run in response.",
        "tags": [
          "Run Actor"
        ],
        "requestBody": {
          "required": true,
          "content": {
            "application/json": {
              "schema": {
                "$ref": "#/components/schemas/inputSchema"
              }
            }
          }
        },
        "parameters": [
          {
            "name": "token",
            "in": "query",
            "required": true,
            "schema": {
              "type": "string"
            },
            "description": "Enter your Apify token here"
          }
        ],
        "responses": {
          "200": {
            "description": "OK",
            "content": {
              "application/json": {
                "schema": {
                  "$ref": "#/components/schemas/runsResponseSchema"
                }
              }
            }
          }
        }
      }
    },
    "/acts/cryptosignals~instagram-profile-scraper/run-sync": {
      "post": {
        "operationId": "run-sync-cryptosignals-instagram-profile-scraper",
        "x-openai-isConsequential": false,
        "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
        "tags": [
          "Run Actor"
        ],
        "requestBody": {
          "required": true,
          "content": {
            "application/json": {
              "schema": {
                "$ref": "#/components/schemas/inputSchema"
              }
            }
          }
        },
        "parameters": [
          {
            "name": "token",
            "in": "query",
            "required": true,
            "schema": {
              "type": "string"
            },
            "description": "Enter your Apify token here"
          }
        ],
        "responses": {
          "200": {
            "description": "OK"
          }
        }
      }
    }
  },
  "components": {
    "schemas": {
      "inputSchema": {
        "type": "object",
        "required": [
          "username"
        ],
        "properties": {
          "action": {
            "title": "Action",
            "enum": [
              "profile",
              "posts"
            ],
            "type": "string",
            "description": "What to scrape: 'profile' gets profile info + recent posts, 'posts' gets only posts.",
            "default": "profile"
          },
          "username": {
            "title": "Username(s)",
            "type": "string",
            "description": "Instagram username or comma-separated list. Can include @ prefix or full URLs."
          },
          "maxPosts": {
            "title": "Max Posts",
            "minimum": 1,
            "maximum": 50,
            "type": "integer",
            "description": "Maximum number of recent posts to return per profile (max 50).",
            "default": 12
          },
          "sessionCookie": {
            "title": "Session Cookie (Optional)",
            "type": "string",
            "description": "Instagram session cookie (sessionid value) for accessing more data. Optional — the scraper works without it but may return limited data."
          }
        }
      },
      "runsResponseSchema": {
        "type": "object",
        "properties": {
          "data": {
            "type": "object",
            "properties": {
              "id": {
                "type": "string"
              },
              "actId": {
                "type": "string"
              },
              "userId": {
                "type": "string"
              },
              "startedAt": {
                "type": "string",
                "format": "date-time",
                "example": "2025-01-08T00:00:00.000Z"
              },
              "finishedAt": {
                "type": "string",
                "format": "date-time",
                "example": "2025-01-08T00:00:00.000Z"
              },
              "status": {
                "type": "string",
                "example": "READY"
              },
              "meta": {
                "type": "object",
                "properties": {
                  "origin": {
                    "type": "string",
                    "example": "API"
                  },
                  "userAgent": {
                    "type": "string"
                  }
                }
              },
              "stats": {
                "type": "object",
                "properties": {
                  "inputBodyLen": {
                    "type": "integer",
                    "example": 2000
                  },
                  "rebootCount": {
                    "type": "integer",
                    "example": 0
                  },
                  "restartCount": {
                    "type": "integer",
                    "example": 0
                  },
                  "resurrectCount": {
                    "type": "integer",
                    "example": 0
                  },
                  "computeUnits": {
                    "type": "integer",
                    "example": 0
                  }
                }
              },
              "options": {
                "type": "object",
                "properties": {
                  "build": {
                    "type": "string",
                    "example": "latest"
                  },
                  "timeoutSecs": {
                    "type": "integer",
                    "example": 300
                  },
                  "memoryMbytes": {
                    "type": "integer",
                    "example": 1024
                  },
                  "diskMbytes": {
                    "type": "integer",
                    "example": 2048
                  }
                }
              },
              "buildId": {
                "type": "string"
              },
              "defaultKeyValueStoreId": {
                "type": "string"
              },
              "defaultDatasetId": {
                "type": "string"
              },
              "defaultRequestQueueId": {
                "type": "string"
              },
              "buildNumber": {
                "type": "string",
                "example": "1.0.0"
              },
              "containerUrl": {
                "type": "string"
              },
              "usage": {
                "type": "object",
                "properties": {
                  "ACTOR_COMPUTE_UNITS": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATASET_READS": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATASET_WRITES": {
                    "type": "integer",
                    "example": 0
                  },
                  "KEY_VALUE_STORE_READS": {
                    "type": "integer",
                    "example": 0
                  },
                  "KEY_VALUE_STORE_WRITES": {
                    "type": "integer",
                    "example": 1
                  },
                  "KEY_VALUE_STORE_LISTS": {
                    "type": "integer",
                    "example": 0
                  },
                  "REQUEST_QUEUE_READS": {
                    "type": "integer",
                    "example": 0
                  },
                  "REQUEST_QUEUE_WRITES": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATA_TRANSFER_INTERNAL_GBYTES": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATA_TRANSFER_EXTERNAL_GBYTES": {
                    "type": "integer",
                    "example": 0
                  },
                  "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                    "type": "integer",
                    "example": 0
                  },
                  "PROXY_SERPS": {
                    "type": "integer",
                    "example": 0
                  }
                }
              },
              "usageTotalUsd": {
                "type": "number",
                "example": 0.00005
              },
              "usageUsd": {
                "type": "object",
                "properties": {
                  "ACTOR_COMPUTE_UNITS": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATASET_READS": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATASET_WRITES": {
                    "type": "integer",
                    "example": 0
                  },
                  "KEY_VALUE_STORE_READS": {
                    "type": "integer",
                    "example": 0
                  },
                  "KEY_VALUE_STORE_WRITES": {
                    "type": "number",
                    "example": 0.00005
                  },
                  "KEY_VALUE_STORE_LISTS": {
                    "type": "integer",
                    "example": 0
                  },
                  "REQUEST_QUEUE_READS": {
                    "type": "integer",
                    "example": 0
                  },
                  "REQUEST_QUEUE_WRITES": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATA_TRANSFER_INTERNAL_GBYTES": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATA_TRANSFER_EXTERNAL_GBYTES": {
                    "type": "integer",
                    "example": 0
                  },
                  "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                    "type": "integer",
                    "example": 0
                  },
                  "PROXY_SERPS": {
                    "type": "integer",
                    "example": 0
                  }
                }
              }
            }
          }
        }
      }
    }
  }
}

Instagram Profile Scraper - Public Data OpenAPI definition

OpenAPI is a standard for designing and describing RESTful APIs, allowing developers to define API structure, endpoints, and data formats in a machine-readable way. It simplifies API development, integration, and documentation.

OpenAPI is effective when used with AI agents and GPTs by standardizing how these systems interact with various APIs, for reliable integrations and efficient communication.

By defining machine-readable API specifications, OpenAPI allows AI models like GPTs to understand and use varied data sources, improving accuracy. This accelerates development, reduces errors, and provides context-aware responses, making OpenAPI a core component for AI applications.

You can download the OpenAPI definitions for Instagram Profile & Posts Scraper 2026 (No API Key) from the options below:

OpenAPI.json

If you’d like to learn more about how OpenAPI powers GPTs, read our blog post.

You can also check out our other API clients:

Instagram Profile & Posts Scraper 2026 (No API Key) API in Python

Instagram Profile & Posts Scraper 2026 (No API Key) API in JavaScript

Instagram Profile & Posts Scraper 2026 (No API Key) API through CLI

Instagram Profile & Posts Scraper 2026 (No API Key) API

Instagram Posts Scraper

parseforge/instagram-posts-scraper

Extract Instagram posts, engagement metrics, and profile data from user profiles, individual posts, or Reels. Supports multiple input formats (usernames, profile URLs, post URLs) with date filtering. No login required. Perfect for social media analysis, competitor research, and content monitoring.

ParseForge

106

5.0

Instagram Posts/Reels Scraper - No Cookies

queenlike_xystos/instagram-posts-reels-scraper---no-cookies

The Instagram Posts & Reels Scraper extracts posts, reels, and carousel media from any public instagram profile — no login or cookies required. Simply provide a username, select your scrape type, and receive clean, structured JSON data for every post or reel.

Q_Alpha

Instagram Profile Scraper

crawlerbros/instagram-profile-scraper

Extract comprehensive data from Instagram profiles including posts, reels, photos, and engagement metrics.

Crawler Bros

5.0

Reddit Scraper Fast 2026 — Posts, Comments (No API Key)

cryptosignals/reddit-scraper-fast

Blazing fast Reddit scraper for posts, comments, subreddits and user profiles. No API key, no OAuth, no rate limits — bypasses Reddit's 2026 API pricing. Export JSON/CSV for sentiment analysis, market research and content discovery.

Web Data Labs

Instagram Scraper

hpix/instagram-scraper

Scrape Instagram profiles, posts, and Reels at scale.

Hpix

Instagram Comments Scraper - No cookies

globular_fatherhood/instagram-comments-scraper---no-cookies

Scrape comments from public Instagram posts, reels, and videos. Get clean JSON with text, likes, and timestamps — no authentication needed.

Rogde

Instagram Profile & Posts Scraper

alizarin_refrigerator-owner/instagram-scraper

Scrape Instagram profiles and their recent posts. Get follower counts, engagement metrics, and detailed post data. Profile scraping (followers, following, bio, etc.). Recent posts with engagement metrics. Supports reels and regular posts. No login required (public profiles only).

The Howlers

Instagram Scraper — Profiles, Posts & Engagement Data

lanky_quantifier/instagram-profile-scraper

Scrape public Instagram profile data: followers, following, posts count, bio, and recent posts metadata. Input usernames or profile URLs. Returns structured JSON for influencer research, competitor analysis, and brand monitoring.