find-creators — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited find-creators (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Search 30M+ creators across TikTok, Instagram, and YouTube using a credit-efficient two-step workflow.
MCP Endpoint: https://mcp.topyappers.com Transport: HTTP Auth: Bearer token in the Authorization header
Get an API key at topyappers.com/profile.
claude mcp add --transport http topyappers https://mcp.topyappers.com \
--header "Authorization: Bearer YOUR_API_KEY"{
"mcpServers": {
"topyappers": {
"type": "http",
"url": "https://mcp.topyappers.com",
"headers": {
"Authorization": "Bearer YOUR_API_KEY"
}
}
}
}Call search_creators with filters. This returns creator IDs only, not full profiles. It's free, so run as many searches as needed.
Pass the collected userIds to get_creator_profiles to get full profiles with followers, engagement, email, bio, niches, promoted products, and more.
| Parameter | Type | Description | Example |
|---|---|---|---|
followersMin | integer | Minimum followers | 10000 |
followersMax | integer | Maximum followers | 1000000 |
averageViewsMin | integer | Minimum average views per post | 5000 |
averageViewsMax | integer | Maximum average views per post | 500000 |
engagementRateMin | number | Minimum engagement rate (%) | 2.5 |
engagementRateMax | number | Maximum engagement rate (%) | 10 |
age | string | Age group, comma-separated | "20-29,30-39" |
gender | string | "male" or "female" | "female" |
mainCategory | string | Content category (use exact enum values) | "Fashion" |
subCategory | string | Sub-category, free text | "streetwear" |
bio | string | Keywords in creator's bio | "tiktok shop" |
promotedProducts | string | Products creator promoted | "beef tallow" |
nichesToPromote | string | AI-analyzed niches (free text) | "skincare" |
country | string | Full country name | "France" |
source | string | Platform | "instagram" |
username | string | Creator handle | "mrbeast" |
language | string | Content language (lowercase) | "english" |
hashtags | string | Hashtags (AND match) | "fitness" |
emailExists | boolean | Only creators with email | true |
email | string | Find by exact email | "[email protected]" |
page | integer | Page number (default: 1) | 1 |
perPage | integer | Results per page (default: 10, max: 100) | 20 |
Start here for every creator search. This searches AI-analyzed niche data for each creator. The analysis is very granular — it understands specific product types, use cases, and sub-niches, not just broad categories.
It's a free-text field, so be specific and creative with your queries.
#### CRITICAL: AND Matching — Run 5+ Searches
nichesToPromote uses AND logic when comma-separated. Never pass multiple values — always search one keyword at a time and combine results across multiple searches. Since search is free, run at least 5 different searches with different keywords to cast the widest net.
#### Example: Finding creators for a calorie counting app
nichesToPromote=calorie counter → collect userIdsnichesToPromote=calorie tracking → collect userIdsnichesToPromote=weight loss → collect userIdsnichesToPromote=meal prep → collect userIdsnichesToPromote=fitness nutrition → collect userIdsget_creator_profiles once with the merged IDs#### Example: Finding creators for an AI tool
nichesToPromote=ai tools → collect userIdsnichesToPromote=ChatGPT → collect userIdsnichesToPromote=productivity software → collect userIdsnichesToPromote=SaaS → collect userIdsnichesToPromote=tech reviews → collect userIds#### Example: Finding creators for a skincare brand
nichesToPromote=skincare → collect userIdsnichesToPromote=beauty routine → collect userIdsnichesToPromote=skin health → collect userIdsnichesToPromote=anti aging → collect userIdsnichesToPromote=dermatology → collect userIds#### What makes good search terms
Think about how creators describe their content. The niche data is very specific:
calorie counter, protein powder, electric toothbrush, standing deskmeal prep, home workout, budget travel, study tipsnew moms, college students, small business ownersSaaS, DTC, B2B, ecommerceChatGPT, Notion, Canva, Shopify#### Never do this:
nichesToPromote=skincare,beauty,wellness → requires ALL three to match, returns nothingFind creators who have promoted specific products. Great for finding creators experienced with products similar to yours.
Example: promotedProducts=ChatGPT finds creators who promoted ChatGPT.
The # prefix is optional and stripped automatically. Uses AND matching — search one at a time.
When you call get_creator_profiles, each profile includes:
id, username, source — identityfollowers, averageViews, engagementRate — metricsage, gender — demographicsmainCategory, subCategory — content classificationbio — creator's bio textpromotedProducts — array of products they've promotednichesToPromote — AI-analyzed nichescountry, language — location and languageemail — contact email (if available)hashtags — commonly used hashtagspage and perPage in searchnext_page and total_pagesnext_page is 0, there are no more pagessearch_creators with source: "tiktok", nichesToPromote: "skincare", followersMin: 10000search_creators with source: "tiktok", nichesToPromote: "beauty", followersMin: 10000get_creator_profiles with merged IDssearch_creators with mainCategory: "Technology", country: "France", emailExists: trueget_creator_profiles with the returned IDssearch_creators with promotedProducts: "CompetitorProduct"get_creator_profiles to see their full profile and other promotionssearch_creators with followersMin: 5000, followersMax: 50000, engagementRateMin: 5get_creator_profiles with the returned IDsArts, Automotive, Beauty & Personal Care, Books & Literature, Business, Finance, Career & Jobs, Collectibles & Hobbies, Community, Ecommerce, Crafts & DIY, Culture, Education, Technology, Entertainment, Environment, Family, Parenting, Fashion, Film, Fitness, Health, Food, Gaming, Gardening & Agriculture, History, Home, Humor, Law, Government, Lifestyle, Marketing, Mental Health, Music, News & Media, Outdoors, Nature, Pets, Animals, Philosophy, Spirituality, Photography, Videography, Politics, Relationships, Religion, Science, Self-Improvement, Shopping, Social Media, Social Issues & Activism, Sports, Travel, Vehicles & Transportation, Virtual Reality, Weapons & Defense, Writing, Kids
tiktok, instagram, youtube
Use full country names (not codes). Examples: "United States", "France", "United Kingdom", "Germany", "Australia", "Japan", "Brazil", "Canada", "India", "South Korea"
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.