Pricing

from $10.00 / 1,000 profiles

Instagram Profile MCP Server — Tools for AI Agents

Instagram MCP server for AI agents — six tools covering followers and following export, profile enrichment, similar-account discovery, keyword and location search, and post engagers. Up to 38 fields per profile: emails, bio links, engagement, category, language. Connect Claude or Cursor to /mcp.

Pricing

from $10.00 / 1,000 profiles

Rating

0.0

(0)

Developer

Andrey Afanasenko

Actor stats

Bookmarked

Total users

Monthly active users

4 hours ago

Last modified

Category

Optional

The Instagram business category as displayed on the profile (e.g. «Athlete», «Public Figure», «Beauty, Cosmetic & Personal Care»). Returns "N/A" when the user has not selected a business category. Column is emitted when the actor extracts business categories (default behavior).

Type:string | null

Example:

Athlete

Avatar URL

Profile Picture

Optional

URL of the profile's avatar image. Column is emitted only when Instagram exposed an avatar URL for this profile.

Type:string | null

Example:

https://instagram.fagx1-1.fna.fbcdn.net/v/t51.2885-19/123_a.jpg

Physical address (business)

Address

Optional

Public street address shown on a business profile when disclosed. Returns "N/A" when none was found. Column is emitted when the actor extracts physical addresses.

Type:string | null

Example:

1601 Willow Rd, Menlo Park, CA

Reels posted

Reels Count

Optional

Total number of Reels on the profile. Only emitted when the Reels analyzer ran for this profile.

Type:integer | number | null

Example:

142

Days since last Reel

Last Reel (Days Ago)

Optional

Days elapsed since the most recent Reel was posted (integer ≥ 0). Returns "N/A" when the profile has no Reels or the timestamp was not returned.

Type:integer | number | string | null

Example:

Median Reel views

Median Views

Optional

Median view count across the profile's recent Reels (Math.round'd integer). Returns "N/A" when posts exist but the median could not be computed, or when the profile has no Reels. The median is more stable than the mean — single viral outliers don't skew it.

Type:integer | string | null

Example:

4200000

Average likes per post

Avg Likes

Optional

Average likes across the most recent feed posts (Math.round'd integer). Returns "N/A" when post-quality analysis was not enabled or no posts were available. Column is emitted when account-quality analysis is enabled.

Type:integer | number | string | null

Example:

1420000

Average comments per post

Avg Comments

Optional

Average comments across the most recent feed posts (Math.round'd integer). Returns "N/A" when post-quality analysis was not enabled or no posts were available. Column is emitted when account-quality analysis is enabled.

Type:integer | number | string | null

Example:

8400

Views per follower (%)

Views/Followers Ratio

Optional

Median Reel views divided by follower count, formatted as a percentage string with two decimals (e.g. "3.42%"). Returns "N/A" when followers is 0 or median views could not be computed. Useful as an audience-quality signal independent of follower size.

Type:string

Example:

3.42%

Posting frequency (per month)

Posts per Month

Optional

Approximate posting cadence — feed posts per month based on the timestamps of recent posts. Float (one decimal). Returns "N/A" when post-quality analysis was not enabled or post timestamps could not be derived. Column is emitted when account-quality analysis is enabled.

Type:number | string | null

Example:

8.4

Posts in the last 30 days

Posts in Last 30 Days

Optional

How many feed posts the account published in the last 30 days, counted from the timestamps of the recent posts read. Returns "N/A" when account-quality analysis was not enabled or post timestamps could not be derived. 30 days is the default period; if postsCheckPeriodDays is changed the key becomes Posts in Last N Days with the same meaning.

Type:number | string | null

Example:

Total posts on profile

Total Posts

Optional

Profile's lifetime feed-post count as reported by Instagram. Returns "N/A" when the count was not exposed by the API.

Type:integer | string | null

Example:

3654

Detected language

Detected Language

Optional

Two-letter ISO 639-1 code or full language name of the profile's content language. Detected via Google CLD3 from bio + recent post captions. Returns "N/A" when the available text is too short / ambiguous (only emojis or hashtags).

Type:string | null

Example:

English

Days since last post

Last Post Within (Days)

Optional

Days elapsed since the profile's most recent feed post (integer ≥ 0). Returns "N/A" when the profile has no feed posts or the timestamp was not returned.

Type:integer | number | string | null

Example:

Engagement rate (%)

Median ER

Optional

Engagement rate as a formatted string with two decimals, computed as ((avg likes + avg comments) / followers) * 100 over recent posts. Values: "3.42%" for 3.42 %, or "N/A" when the rate could not be computed. Column is emitted when account-quality analysis is enabled.

Type:string

Example:

3.42%

Account quality

Quality

Optional

Coarse quality classification derived from engagement rate and posting recency: "Excellent", "Good", "Average", or "Poor". Column is emitted when account-quality analysis is enabled.

Type:string | null

Example:

Excellent

Post caption #1

Post 1

Optional

Caption text of one of the profile's most recent feed posts. Columns Post 1 through Post 8 appear when post-extraction is enabled. Empty string when the post had no caption.

Type:string | null

Example:

Trip to Madeira 🏝️

Post caption #2

Post 2

Optional

Caption text of the second post in chronological order. See Post 1 for the full pattern.

Type:string | null

Example:

Match day 🔥

Post caption #3

Post 3

Optional

Caption text of the third post in chronological order. See Post 1 for the full pattern.

Type:string | null

Example:

Family dinner ❤️

Post caption #4

Post 4

Optional

Caption text of the fourth post in chronological order. See Post 1 for the full pattern.

Type:string | null

Example:

Training morning

Post caption #5

Post 5

Optional

Caption text of the fifth post in chronological order. See Post 1 for the full pattern.

Type:string | null

Example:

Behind the scenes

Post caption #6

Post 6

Optional

Caption text of the sixth post in chronological order. See Post 1 for the full pattern.

Type:string | null

Example:

New collab dropping soon

Post caption #7

Post 7

Optional

Caption text of the seventh post in chronological order. See Post 1 for the full pattern.

Type:string | null

Example:

Stadium views

Post caption #8

Post 8

Optional

Caption text of the eighth post in chronological order. See Post 1 for the full pattern.

Type:string | null

Example:

Recovery day

Email parsed from post captions

Email from Posts

Optional

Email address parsed from any of the recent post captions (when not disclosed in bio). Returns "N/A" when none was found in posts. Column is emitted when both post-extraction AND search-contacts-in-posts are enabled.

Type:string | null

Example:

booking@example.com

Phone parsed from post captions

Phone from Posts

Optional

Phone number parsed from any of the recent post captions (when not disclosed in bio). Returns "N/A" when none was found in posts. Column is emitted when both post-extraction AND search-contacts-in-posts are enabled.

Type:string | null

Example:

+1 555 234 5678

Analysis status

Analysis Status

Optional

"analyzed" for a profile this run analyzed. "not_analyzed" for a row that reports something the free plan stopped this run from doing — those rows are never charged.

Type:string

Example:

analyzed

Why not analyzed

Why Not Analyzed

Optional

On a not_analyzed row, the reason in plain words — an account you submitted that the free plan did not reach, or how many more accounts a seed, query, location or post still had when the free plan stopped the search. "N/A" on every analyzed row.

Type:string

Example:

N/A

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