KOLSprite MCP
完成 TikTok 商品分析、内容调研、达人筛选、视频脚本拆解，并通过 Amazon ASIN 判断站外热度信号
Documentation
Supported AI Clients
After configuring your MCP Key, AI can automatically call product, video, creator and shop data, read video scripts, and look up TikTok signals related to Amazon ASINs.
Cherry Studio
Claude Desktop
Codex
Cursor
Windsurf
More mainstream clients
(Streamable HTTP)
One prompt to start TikTok research & content breakdown
Ask in natural language and let AI select and call KOLSprite MCP tools to turn scattered queries into complete business results.
01
TikTok New Product Cold Start Research
“I'm launching a new US beauty product on TikTok. Help me assess the opportunity, plan content strategy, and find the first batch of creators.”
1 Check product / category opportunity Call product_search to assess sales, price, ratings and trends.
2 Analyze competitor shops Call shop_search to identify shop matrix and single-product dependency.
3 Break down viral content Call video_search to analyze hooks, structure and sales performance.
4 Screen first batch of creators Call creator_search to find creators suitable for samples and testing.
Sample output · illustrative data↕ Scroll to view
**Note:**KOLSprite MCP helps TikTok sellers use AI to quickly complete a new product cold start research round: assess product opportunity → analyze competitor shops → break down viral content → screen first creators → output cold start action plan
02
TikTok Video Script Extraction & Breakdown
“Extract captions from this video, translate to Chinese with original text side by side, and summarize hooks, selling points and CTA.”
1 Identify TikTok video link AI determines the task requires reading specific video content.
2 Call caption_extract_url Extract video captions/scripts and identify source language.
3 Organize bilingual comparison Output original text and Chinese translation by timeline.
4 Break down reusable structure Summarize Hook, selling points, CTA, and support rewriting.
Sample output · illustrative data↕ Scroll to view
**Note:**Video script extraction MCP is not a plugin replacement. The plugin is better for analyzing videos while browsing TikTok. MCP is better for integrating TikTok video content into AI workflows for content research, translation, summarization, breakdown and script production.
03
Amazon ASIN TikTok Heat Lookup
“Check this Amazon US ASIN’s related content heat, creator spread and commercial signals on TikTok US, and judge whether a small-scale test is worth running.”
1 Enter ASIN and target markets Specify the Amazon marketplace and the TikTok region you want to observe.
2 Call asin_analysis_video Find TikTok video candidates related to the product.
3 Assess signal quality Organize relevant content, play performance, creator spread and top-creator concentration.
4 Output next-step advice Give a bounded recommendation: test first, keep watching, or hold off.
Sample output · illustrative structureNot real business data
ASIN TIKTOK SIGNAL
Quick off-site signal check
Amazon US · TikTok US · sample ASIN
Current verdict
Worth a small-scale test
Evidence quality: medium
Content heat Medium-high
Creator spread Multiple creators
Top concentration Watch closely
Recent direction Roughly rising
Advice
Start with 3–5 creators in different content styles for a small test, and verify whether content heat can convert into attributable business results.
**Evidence boundary:**ASIN lookup reflects related TikTok content and commercial signals. It does not prove TikTok caused Amazon sales, nor confirm exact TikTok sales for that ASIN.
API VS MCP
API suits system integration; MCP completes TikTok research in one prompt with direct business results — 10× efficiency boost
Traditional approach
API
For: engineering teams, system integration, internal tools
1 Read API docs (30+ minutes)
2 Write HTTP requests and handle auth
3 Parse JSON, combine multiple endpoints
4 Write analysis logic and visualization
Recommended approach
MCP
For: TikTok operators, creator BD, brands/MCN, cross-border sellers
✓ Copy config and enable in AI client (30 seconds)
✓ Ask business questions in natural language
✓ AI automatically selects and calls MCP tools
✓ Directly generate analysis and action recommendations
Why choose KOLSprite MCP?
Connect TikTok data, video content and Amazon ASIN off-site signals in one AI workflow
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Seamless integration
One-click integration with Cherry Studio, Claude Desktop, Codex and other MCP-enabled AI clients. Easy setup for non-technical users.
✦
Natural language calls
Ask in natural language. AI understands intent, selects the right MCP tools, completes search, filtering and organization, and returns structured research results.
⌁
Real-time response
Supports Streamable HTTP streaming for real-time data return and smoother calling experience.
▶
Video content reading
Paste a TikTok video link. AI reads video scripts and completes translation, summarization, structure breakdown, selling point extraction and script rewriting.
6
6 MCP tools
Cover TikTok creator, video, product and shop search, video script extraction, and Amazon ASIN TikTok heat lookup
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17 markets
Creator/video data covers 17 markets across US, Europe, Southeast Asia and Latin America; product/shop data covers 9 TikTok Shop markets.
Real-world scenarios
See how TikTok sellers and Amazon sellers boost efficiency with MCP
TikTok video script extraction & breakdown · caption_extract_url
“Extract captions from this TikTok video, translate to Chinese, and summarize hooks, selling points and CTA.”
AI calling process
AI calls video script extraction MCP, reads video captions/scripts, organizes original and Chinese comparison, and completes Hook breakdown, selling point summary, CTA extraction and script rewriting.
TikTok Shop product analysis · product_search
“Are there already successful products in this category?”
AI calling process
AI automatically calls product_search to find related products and organizes results by keywords, sales volume, etc., helping you assess market validation.
TikTok shoppable video search · video_search
“What shoppable videos are worth referencing for this product?”
AI calling process
AI automatically calls video_search to search and filter related videos, helping you find worth-referencing content directions.
TikTok Shop competitor benchmarking · shop_search
“Is the competitor shop strong overall, or driven by a single hit product?”
AI calling process
AI automatically calls shop_search to query related shops and ratings, combining main products to judge whether performance comes from overall shop operations or a single viral product.
TikTok creator screening · creator_search
“Find creators suitable for US new product cold start who I can send samples to”
AI calling process
AI directly calls creator_search to find related creators and helps you organize a list of potential outreach targets.
Amazon ASIN TikTok heat lookup · asin_analysis_video
“Does this ASIN have heat on TikTok, and is an off-site test worth it?”
AI calling process
AI uses the ASIN, Amazon marketplace and target TikTok region to find related video candidates, organize content heat, creator spread, top concentration and commercial signals, then suggest the next validation step.
Not just TikTok data — unlock the full cross-border stack
SellerSprite, SellerSpace and KOLSprite MCPs cover Amazon product research, store operations and ads, plus TikTok content research and creator marketing.
6 MCP Tools
Cover product, video, creator, shop search, video script extraction, and Amazon ASIN TikTok heat lookup.
creator_search
Creator Search
Search TikTok creators by followers, content performance, sales volume, category and more.
Country/region, keywords, followers, engagement rate, category, sales performance
Automatically organizes structured results and continues with comparison, summarization and recommendations.
“Find micro-to-mid creators suitable for US new product cold start that I can send samples to.”
Note
KOLSprite MCP currently provides TikTok product, video, creator and shop search, plus video script extraction and Amazon ASIN TikTok heat lookup. ASIN results are related TikTok signals, not Amazon sales attribution.
For more detailed data, creator management or collaboration, continue using the KOLSprite web platform and browser extension. For instant single-video analysis while browsing TikTok, the extension remains the better entry point.
Supported TikTok markets & data scope
Different data modules cover different markets. ASIN lookup requires both an Amazon marketplace and a target TikTok region.
Creator & video data
Covers 17 TikTok markets
United StatesCanadaMexicoJapanSingaporeMalaysiaIndonesiaPhilippinesTaiwanThailandVietnamUnited KingdomGermanyFranceSpainItalyBrazil
Product & shop data
Covers 9 TikTok Shop markets
United StatesThailandMalaysiaVietnamIndonesiaPhilippinesSingaporeJapanUnited Kingdom
Frequently asked questions
Quick answers about data coverage, tool differences and usage.
Creator and video data covers 17 markets: US, Canada, Mexico, Japan, Singapore, Malaysia, Indonesia, Philippines, Taiwan, Thailand, Vietnam, UK, Germany, France, Spain, Italy and Brazil.
Product and shop data covers 9 TikTok Shop markets: US, Thailand, Malaysia, Vietnam, Indonesia, Philippines, Singapore, Japan and UK.
There are currently 6 MCP tools: creator_search, video_search, product_search, shop_search, caption_extract_url and asin_analysis_video, covering creator, video, product, shop search, video script extraction and Amazon ASIN TikTok heat lookup.
Yes. After configuring your MCP Key, AI can call product and shop search tools via KOLSprite MCP for TikTok Shop product analysis, competitor reference and shop benchmarking.
Yes. After entering an Amazon ASIN, Amazon marketplace and target TikTok region, AI can call asin_analysis_video to find related video candidates and organize content heat, creator spread, top concentration and commercial signals to help judge whether a TikTok test is worthwhile.
View full capability notes →
No. Results reflect TikTok content and commercial signals related to that ASIN. They do not prove TikTok caused Amazon sales, nor confirm exact TikTok sales for the ASIN. Use the results to prioritize tests, then verify business outcomes with attributable links, promo codes or ad data.
video_search helps AI find videos and view plays, engagement, publish date, linked products or creators;
caption_extract_url helps AI understand a specific video, extract captions/scripts for translation, summarization, breakdown and rewriting.
Simply put: video_search finds videos; script extraction MCP reads videos.
No — different use cases. The extension is better for analyzing videos while browsing TikTok. Video script extraction MCP is better in AI clients for integrating TikTok video content into workflows for summarization, translation, breakdown and rewriting.
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