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thenavidm

ScrapeCreators MCP Server

by thenavidm

Profile

tiktok_profile

Fetch public TikTok profile metadata by handle or user_id to look up a creator's display name, bio, verification status, and account stats like followers, likes, and video counts.

Instructions

Fetches public profile data for a TikTok user by their handle or user_id — useful for looking up a creator's identity, bio, and account stats. Returns a user object (display name, avatar URLs, bio/signature, verification status, bio link) and a stats object (followerCount, followingCount, heartCount/total likes, videoCount). This only returns profile metadata, not the user's actual videos or followers list. Potentially consumes paid API credits; requires confirm=true. Read-like POST requests do not publish to social platforms.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
handleNoTikTok handle. You can pass handle or user_id.
accountNoNamed private ScrapeCreators account; selects credentials, not a remote account ID.
confirmNoMust be true for the specific approved credit-consuming research call.
user_idNoTikTok user id.
cache_max_ageNoIf we have a response in the cache that is this many days old or newer, return the cached response (0 credits, with "cached": true and a "cached_at" timestamp). Otherwise, scrape a live result (1 credit). [See the Caching page for details.](https://docs.scrapecreators.com/caching)

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv2.0.0

TDQS

A4.1/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Adds materially beyond the annotations: it discloses paid credit consumption, the confirm=true gate, and reassures that read-like POST requests do not publish to social platforms (which resolves the otherwise confusing readOnlyHint=false). Cache behavior is delegated to the schema's cache_max_age description. It does not discuss rate limits or failure modes, so not a 5.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loads purpose, then return shape, then scope exclusion, then cost/safety caveats. The enumeration of user and stats fields is somewhat verbose but justified because no output schema exists. Every sentence carries information; no filler.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With no output schema, the description usefully sketches the return payload and covers the credit/confirm caching constraints an agent must respect. It leaves the handle-vs-user_id selection rule and error/empty-result behavior unspecified, which is a minor gap for a 5-parameter tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the schema already documents handle, user_id, account, confirm, and cache_max_age, including the enum and credit implications. The description adds little per-parameter meaning beyond the identity use case, so the baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource (fetch public TikTok profile data by handle or user_id) and enumerates the returned payload (user + stats objects). It explicitly carves out scope boundaries against siblings: 'This only returns profile metadata, not the user's actual videos or followers list,' which separates it from tiktok_profile_videos and tiktok_followers.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives a clear use case (looking up a creator's identity, bio, account stats) and an implicit exclusion via the scope note about not returning videos or followers, which routes agents to tiktok_profile_videos / tiktok_followers. It stops short of naming those alternatives explicitly or stating prerequisites for choosing between handle and user_id.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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