Influencer Profile Scraper MCP Server

MCP server for the Mamba Labs Influencer Profile Scraper actor on Apify.

Creator handles or profile URLs in, one profile row out per creator.

Install

Terminal

npx -y @mambalabsdev/mcp-creator-profile-reader

Claude Desktop

config.json

{
  "mcpServers": {
    "mamba-creator-profile-reader": {
      "command": "npx",
      "args": ["-y", "@mambalabsdev/mcp-creator-profile-reader"],
      "env": { "APIFY_TOKEN": "your-apify-token" }
    }
  }
}

Get an Apify token at console.apify.com/account/integrations.

Tool

`read_influencer_profiles`

Read influencer profiles by handle across seven platforms: followers, engagement, bio, and bio link.

Input	Type	Required	Notes
`handles`	array	no	One per line. A profile URL on any supported platform (https://www.tiktok.com/@name, https://www.instagram.com/name/, https://www.youtube.com/@name, a Pinterest, Twitch, or Threads profile, an Apple Podcasts show.
`platforms`	array	no	Which platforms a bare @handle is looked up on. A full profile URL carries its own platform and ignores this. This actor does not search; pass the creators you want read. Supported: TikTok, Instagram, YouTube,.
`us_only`	boolean	no	Launch scope is US creators. A row whose country_guess is a known non US country is returned as an error row saying so. Rows with no country signal are kept. Uncheck to keep every country. Default `true`.
`escalate_on_block`	boolean	no	On by default. A profile fetch that comes back as a bot detection page is retried once over the residential proxy. On Instagram the bio, bio link, and following are read from the profile page over residential when. Default `true`.
`batch_size`	integer	no	Rows fetched at once. Leave empty for the measured per platform default; the measurement is in the README. Higher is faster and, above the measured point, loses rows.
`twitch_client_id`	string	no	Optional. Your own registered Twitch application client id. With `twitch_app_token` the Twitch reads use the official Helix API instead of the public web endpoint. Never a Mamba Labs credential.
`twitch_app_token`	string	no	Optional. An app access token for your Twitch client id (client credentials flow). Used only for Twitch reads, never stored or logged.
`contribute_to_shared_pool`	boolean	no	On by default. Contributes the public records this run finds to a shared creator and agency pool that all users of this actor read from. Only public data already in the returned rows is sent, and a contribution is not charged. Set false to read the pool and write nothing. Default `true`.

Nothing is required. Influencer Profile Scraper answers a run with no usable input with a row carrying row_status and error_reason rather than failing, and the tool mirrors that.

Pricing

Influencer Profile Scraper is pay per event on Apify. Every price below is flat across the FREE, BRONZE, SILVER, and GOLD tiers.

Event	Charged for	Price	Fires when
`actor-start`	Actor start	$0.001	Once per run, on start. Covers the run overhead.
`profile-read`	Profile read	$0.006	Once per profile row where the public profile page was read and at least the follower count or the bio came back. A private, missing, or blocked profile returns a labeled error row and does not charge.
`instagram-bio-fetch`	Instagram bio fetch	$0.01	Once per Instagram profile row when the bio, bio link, and following were not on the embed widget or the datacenter API and the profile page was read over the residential proxy and came back readable. Only when escalate_on_block is on. Never on the embed or datacenter reads, never on another platform, never on a blocked page, and never on an error row.

Reading the output

Every row carries row_status and error_reason. A creator the actor could not read comes back as a row saying why, not as a gap in the list, so an absence is readable rather than inferred. Filter on row_status before loading a table.

What this actor shares

The run contributes the records it finds to a shared creator and agency pool that all users of this actor read from. What one run finds, the next run can read.

The toggle is contribute_to_shared_pool. It is on by default. Set it to false and the run still reads the pool and writes nothing to it.

What this actor contributes. The profile row for every creator it reads: platform, handle, display name, follower count, bio, bio link, public business email, engagement rate, verified flag, and the read date.

Only public data that is already in your own output. Every field written to the pool is a field this run returned to you, read from a page the platform or the creator publishes to anyone without a login. Nothing from your Apify account, your input list, your API keys, or your own notes is sent. A contribution never deletes anything from the pool.

What a contribution is labeled with. The actor ID, the run ID, the pool key issued to the actor build, and a hash of the calling IP address, used for the rate limit and nothing else. Your Apify account and your user ID are not recorded.

Contributing is free. No event is charged for a write to the pool. If the pool is unreachable the run finishes as normal, the rows are dropped, and the run log says so.

Actor

Actor ID EqEnklDVMIcB1V499. The wrapper calls the actor by that immutable ID rather than by its Store slug, so a Store rename never breaks it.

Suite

Actor	Actor ID	MCP server
Influencer Finder	`tpkedmloIIWtXx6sg`	`@mambalabsdev/mcp-creator-finder`
Influencer Profile Scraper	`EqEnklDVMIcB1V499`	`@mambalabsdev/mcp-creator-profile-reader`
Link in Bio Scraper and Newsletter Detector	`OorucdheTIgu7RFzK`	`@mambalabsdev/mcp-link-in-bio-newsletter-checker`
Influencer Change Monitor	`d2VVgahNL6UmcLkhg`	`@mambalabsdev/mcp-creator-change-monitor`
Influencer Lead List Builder	`KnmByszcv135yM30G`	`@mambalabsdev/mcp-creator-lead-list-all-in-one`

Built by Mamba Labs.