You get a FastMoss API key by registering on the FastMoss Developer Center and creating a client_secret in its Console. TokConnect is the faster way into the same kind of TikTok Shop data: the TikTok research platform with an MCP server and API that gives ChatGPT, Claude, Cursor, n8n and your own code TikTok Shop sales, products, shops, creators, videos and LIVE data in 17 markets.
- TokConnect is the TikTok Shop data MCP and API with MCP on every plan, free included, 17 markets and one credit per call; FastMoss's key comes from a Console after you register.
- FastMoss's API quick start is three steps: register, create a client_secret in the Console, and optionally apply for a free trial for initial test quota, where TokConnect's MCP needs only a sign-in in ChatGPT or Claude.
- FastMoss's MCP plans are $16, $49 and $109 a month billed yearly for 500, 1,800 and 5,000 credits, and each call costs 0 to 3 credits by tool tier, while TokConnect charges 1 credit a call.
- Asked FastMoss's own example question, TokConnect put the medicube US Store at an estimated $30.10M in 30 days to 26 October 2026, 85.4% of it through affiliates.
- TokConnect's REST API on Pro and Enterprise mirrors the same tools as routes, such as GET /v1/products/top and GET /v1/shops/top.
TokConnect puts MCP on every plan, free included, and charges one credit for every call. Add the server to ChatGPT or Claude, press Allow, and ask what is selling. For scripts and n8n, the REST API on Pro and Enterprise returns the same data.
How do I get a FastMoss API key?
Register, open the Console, create a secret. FastMoss's API quick start lists the steps, and TokConnect's route is shorter at each one.
| Step | TokConnect | FastMoss |
|---|---|---|
| Account | Sign in with Google at app.tokconnect.com/account; the free plan needs no card | "Register an account" on the Developer Center |
| Credential | MCP: OAuth sign-in in ChatGPT and Claude, or a key from your account page for other clients. REST: the same key in an X-API-Key header | REST: a client_secret from the Console, sent as Authorization: Bearer. MCP in ChatGPT: OAuth, "No API key is needed in the URL" |
| Free test access | 50 credits once, no card, MCP included | "Apply for a Free Trial to get started with initial test quota. (Optional)" |
| First call | Ask in ChatGPT or Claude; or GET https://api.tokconnect.com/v1/products/top | https://openapi.fastmoss.com/creator/v1/categoryInfo in its curl example |
FastMoss column: API quick start and MCP setup pages on developers.fastmoss.com, checked 29 October 2026. TokConnect column: pricing and the ChatGPT and Claude setup guides.
The one thing to keep from FastMoss's page: you create the secret in a Console you reach after registering, and its free trial is an application. With TokConnect you skip both: sign in, connect your AI, ask.
What does FastMoss's API and MCP cost, and what are the limits?
FastMoss sells credits on four plans, and every tool call spends 0 to 3 of them. TokConnect keeps it flat: one credit per call on every tool, with failed calls refunded.
| TokConnect | FastMoss Basic | FastMoss Pro | FastMoss Max | |
|---|---|---|---|---|
| Price | Free, then $34.99, $69.99 or $139.99 a month billed yearly | $16 a month, billed $192 a year | $49 a month, billed $588 a year | $109 a month, billed $1,308 a year |
| Credits | 50 free credits once, no card; paid plans on the pricing page | 500 | 1,800 | 5,000 |
| Credits per call | 1, on every tool | 0 to 3, by tool tier (4 tools at 0, 32 at 1, 11 at 2, 8 at 3) | ||
| Rate limit | Rate limits apply; failed calls are refunded | 40 requests a minute | 60 requests a minute | 80 to 100 requests a minute |
| API keys | A key from your account page; REST on Pro and Enterprise | 1 | 3 | 5 |
| Separate API price | REST included on Pro and Enterprise | Not published on its Developer Center pages | ||
FastMoss: developers.fastmoss.com/mcp/pricing, checked 29 October 2026. Top-up packs there: 300 credits for $12, 800 for $29, 2,000 for $69; credits reset each billing cycle and do not roll over; "Zero results, failures, and rate limits are never charged." TokConnect: pricing.
FastMoss's own worked example shows why flat pricing is easier to plan around: a seller's product-research session of 7 calls costs 8 credits there. With TokConnect that session is 7 credits, and every credit buys the same thing whether the call lists a shop, a creator or a LIVE room.
What data does each one cover?
FastMoss's Developer Center lists four domains for its REST API: products, creators, shops, and videos and LIVE. Its category and market analysis is "MCP-first, API coming". TokConnect has category data on both doors: the MCP and the REST route GET /v1/categories/top.
| TokConnect | FastMoss | |
|---|---|---|
| Shop sales | Products, shops, creators, videos and LIVE ranked by estimated sales, plus any shop's sales split | Products, creators, shops, videos and LIVE; 55 tools and endpoints |
| Category data | MCP and REST | MCP now; API "coming" |
| Beyond Shop | TikTok videos, creators, comments, transcripts, search demand, sounds and hashtags on the same key | Video and LIVE data tied to Shop sales; comments, transcripts and search demand not listed on its Developer Center |
| Markets | 17: US, GB, DE, FR, ES, JP, TH, VN, ID, MY, PH, BR, MX, PL, IT, NL, IE | 20 global markets |
| History | Daily trend for up to about 13 months | 1,500+ days of history |
| Clients | ChatGPT, Claude, Cursor, Claude Code, n8n and any MCP client; REST for code | MCP in Claude, ChatGPT, Cursor and Gemini; a CLI; REST |
FastMoss: developers.fastmoss.com home, API overview and MCP overview, checked 29 October 2026. TokConnect: TikTok Shop MCP guide and the production tool list.
Pick TokConnect when the same account must also read TikTok videos, comments and search demand, or when you want one flat credit for every call. FastMoss lists more markets and a longer history; our FastMoss review covers its app.
What happens when I ask TokConnect the questions FastMoss's docs show?
FastMoss's MCP overview opens with three example questions: what sold best on TikTok Shop US last week, an analysis of the medicube US Store, and which US creators actually sell. Here are the same three, asked of TokConnect.
What sold best on TikTok Shop US last week?
What sold best on TikTok Shop US in the last week? Rank the top 5 by estimated revenue with units, price, commission and how many creators promote each.
| # | Product | Est. revenue | Est. units | Price | Commission | Creators |
|---|---|---|---|---|---|---|
| 1 | medicube Smooth & Clear Body Care Set | $1.16M | 37,450 | $31.00 | 13% | 2,679 |
| 2 | BEDLORE Bamboo Cooling Mattress Topper | $511.88K | 14,625 | $35.00 | 14% | 852 |
| 3 | EcoFlow DELTA 3 Classic Portable Power Station | $477.60K | 1,197 | $399.00 | 6% | 128 |
| 4 | KKPeople Easy-Off Bodysuit (shapewear) | $469.95K | 18,798 | $25.00 | 12% | 847 |
| 5 | Comfrt The Dreamer Blanket | $462.42K | 5,138 | $90.00 | 10% | 2,243 |
TokConnect Shop Analytics, TikTok Shop US, the 6 days to 26 October 2026 (the freshest window the data supports). Data.
TokConnect answers with a table you can paste into a brief: the body-care set from medicube leads at $1.16M, and the $399.00 EcoFlow power station ranks third on revenue with only 1,197 units. Ask for GB, DE or any of the 17 markets and the same question comes back in that market's currency: the top product in the UK was the UMAY incline walking-pad treadmill at an estimated £221.27K.
How much does the medicube US Store make?
Analyze the medicube US Store on TikTok Shop US for the last 30 days: revenue, units, and how much came from video, LIVE and affiliates.
| Measure | medicube US Store, 30 days |
|---|---|
| Estimated revenue | $30.10M |
| Estimated units | 909.95K |
| Average price | $33.08 |
| From video | $22.61M (75.1%) |
| From LIVE | $3.96M (13.2%) |
| From showcase | $3.54M (11.7%) |
| Through affiliates | $25.70M (85.38%) |
| Shopping mall | $3.52M (11.69%) |
| Own accounts | $880.81K (2.93%) |
TokConnect Shop Analytics, TikTok Shop US, 27 September to 26 October 2026, estimates. Shop revenue change against the previous 30 days: -16.1%. Data.
One question gives a competitor's whole sales mix. 85.4% of the store's sales went through affiliate creators, which tells you where to look next: ask TokConnect for the creators behind its top products, or read how to see a competitor's TikTok Shop sales.
Which US creators actually sell?
Find the top 5 independent affiliate creators in beauty on TikTok Shop US for the last 7 days, skipping brand accounts. Show followers, sales and units.
| Creator | Followers | Est. sales, 7 days | Est. units | Avg. price | Views |
|---|---|---|---|---|---|
| Affiliate #1 | 55.7K | $213.15K | 9.58K | $22.25 | 12.28M |
| Affiliate #2 | 15.2K | $144.88K | 4.75K | $30.51 | 6.75M |
| Affiliate #3 | 71.1K | $120.57K | 3.36K | $35.88 | 5.11M |
| Affiliate #4 | 1.5M | $107.26K | 6.93K | $15.48 | 16.58M |
| Affiliate #5 | 76.9K | $103.56K | 5.09K | $20.35 | 13.07M |
TokConnect Shop Analytics, TikTok Shop US, 20 to 26 October 2026, Beauty & Personal Care, independent creators only (876 found). Creators are masked. Data.
The number-one independent creator in the list has 55.7K followers and sold an estimated $213.15K in a week; the number-four creator has 1.5M followers and sold $107.26K. Sorting by sales puts the creators who move product first. TokConnect's affiliate guide turns that list into an outreach plan.
How do I connect TokConnect in a few minutes?
TokConnect has two doors and one key: use the MCP for an AI assistant and the REST API for code.
- ChatGPT or Claude. Add a custom connector with the address
https://mcp.tokconnect.com/mcp, sign in, press Allow. Step by step: ChatGPT and Claude. - Cursor, Claude Code and n8n. Copy your key from app.tokconnect.com/account and send it as
Authorization: Bearer YOUR_TOKCONNECT_KEY. For Claude Code, one command does it, and the n8n guide covers automations. - Your own code. On Pro and Enterprise, call the REST API at
https://api.tokconnect.com/v1with anX-API-Keyheader.
claude mcp add --transport http tokconnect https://mcp.tokconnect.com/mcp \
--header "Authorization: Bearer YOUR_TOKCONNECT_KEY"
curl "https://api.tokconnect.com/v1/shops/top?keyword=medicube&window=30d" \
-H "X-API-Key: YOUR_TOKCONNECT_KEY"If you are porting a FastMoss integration, the main routes line up one to one. TokConnect uses GET, and filters such as keyword, category, window and sort are query parameters.
| Job | TokConnect route (GET) | FastMoss route (POST) |
|---|---|---|
| Top-selling products | /v1/products/top | /product/v1/rank/topSelling |
| Top shops | /v1/shops/top | /shop/v1/rank/topSelling |
| Top selling creators | /v1/affiliates/top | /creator/v1/rank/topEcommerce |
| Video search | /v1/search/videos | /video/v1/search |
| One shop's sales | /v1/shops/{id}/sales | Not listed on its API overview |
| Category ranking | /v1/categories/top | MCP-first, API "coming" |
FastMoss routes: developers.fastmoss.com API overview, checked 29 October 2026. TokConnect routes: the TokConnect API route table. The OpenAPI file is at GET /v1/openapi.json with your key.
Which should you pick: the FastMoss API or TokConnect?
Pick TokConnect when you want TikTok Shop sales inside ChatGPT, Claude or Cursor today, when one flat credit per call is easier to budget, or when videos, comments and search demand should sit on the same key. Its free plan lets you run all three questions above before you pay.
Pick FastMoss when you need its 20 markets or 1,500+ days of history, or when your team already works in the FastMoss app. If you are weighing it against Kalodata first, read Kalodata vs FastMoss and Kalodata's API and MCP. For your own shop's profit rather than the market, see TokConnect vs Kixmon.
Coming from Helium 10? The Helium 10 of TikTok Shop maps each job to TokConnect.
How we got these numbers
TokConnect numbers come from the production TokConnect MCP server through five Shop Analytics calls, run on 29 October 2026: top-selling products for the US and the UK (no filter, the freshest 6 days, 21 to 26 October), a shop lookup for "medicube" and its 30-day sales split (27 September to 26 October), and the top independent beauty creators for 20 to 26 October. Revenue and units are TokConnect Shop Analytics estimates: units follow TikTok's sold counter, and revenue is units times the listed price. Amounts are in each market's currency. Creators are masked. The market list is TokConnect's own (download the data).
Every FastMoss fact in this comparison with TokConnect comes from its Developer Center pages, fetched on 29 October 2026 and logged with exact quotes in the same data file as the TokConnect pulls: the home page, API overview and quick start, MCP overview, MCP setup and MCP pricing. FastMoss prices are the annual-billing figures its pricing cards show.
Key statistics
FastMoss's API quick start gives three steps: register an account, create a
client_secretin the Console, and optionally apply for a free trial for initial test quota; TokConnect's MCP in ChatGPT or Claude needs only a sign-in.FastMoss's MCP plans cost $16, $49 and $109 a month billed yearly for 500, 1,800 and 5,000 credits, with rate limits of 40, 60 and 80 to 100 requests a minute; TokConnect includes MCP on every plan, the free one too.
FastMoss prices its 55 tools in four tiers of 0, 1, 2 and 3 credits a call, and its own example product-research bill is 7 calls for 8 credits; TokConnect charges 1 credit for each of those 7 calls.
All 6 statistics
TokConnect put the medicube US Store at an estimated $30.10M and 909.95K units on TikTok Shop US in the 30 days to 26 October 2026, and 85.4% of it came through affiliates.
TokConnect ranked the medicube Smooth & Clear Body Care Set first on TikTok Shop US in the 6 days to 26 October 2026, an estimated $1.16M from 37,450 units.
TokConnect includes MCP on every plan, with 50 free credits once and no card, and charges 1 credit per call.
Frequently asked questions
How do I get a FastMoss API key?
Register an account on the FastMoss Developer Center, open the Console and create a client_secret, then send it as a Bearer token to openapi.fastmoss.com. You can also apply for an optional free trial for initial test quota. TokConnect needs no console step in ChatGPT or Claude: add https://mcp.tokconnect.com/mcp, sign in and ask; other clients use a key from app.tokconnect.com/account.
Does FastMoss have an MCP server?
Yes. FastMoss's MCP runs at https://mcp.fastmoss.com/mcp, and its ChatGPT guide uses OAuth with no API key in the URL. Plans start at $16 a month billed yearly for 500 credits. TokConnect's MCP is at https://mcp.tokconnect.com/mcp, is included on every plan with 50 free credits and no card, and charges one credit per call.
How much does the FastMoss API cost?
FastMoss's pricing page shows Basic at $16 a month (billed $192 a year, 500 credits), Pro at $49 (1,800 credits) and Max at $109 (5,000 credits), with a call costing 0 to 3 credits by tool tier. A separate API price is not published on its Developer Center pages. TokConnect starts free, then $34.99 a month billed yearly, and every call is one credit.
What are the FastMoss API rate limits?
FastMoss lists 40 requests a minute on Basic, 60 on Pro and 80 to 100 on Max, with 1, 3 and 5 API keys. Zero-result calls, failures and rate-limit hits are not charged. TokConnect refunds failed calls and applies limits by plan on its MCP and REST API.
Is there a free FastMoss API?
FastMoss's quick start offers an optional free-trial application for initial test quota rather than a free plan. TokConnect's free plan gives 50 credits once with no card, and MCP access to all of its TikTok Shop, video, creator and search tools is included.
Can I get TikTok Shop sales data in ChatGPT or Claude without writing code?
Yes. TokConnect connects to ChatGPT and Claude by sign-in, then answers questions such as what sold best on TikTok Shop US in the last week or how much a competitor's store makes. In 30 days to 26 October 2026 it put the medicube US Store at an estimated $30.10M, 85.4% of it through affiliates.
Sources and data
- FastMoss API quick start (developers.fastmoss.com), checked 29 October 2026
- FastMoss Developer Center home: MCP, CLI and REST API (developer.fastmoss.com), checked 29 October 2026
- FastMoss API overview (developers.fastmoss.com), checked 29 October 2026
- FastMoss MCP overview (developers.fastmoss.com), checked 29 October 2026
- FastMoss MCP setup (developers.fastmoss.com), checked 29 October 2026
- FastMoss MCP pricing and credits (developers.fastmoss.com), checked 29 October 2026
- FastMoss Developer Docs home (developers.fastmoss.com), checked 29 October 2026
- TokConnect pricing (tokconnect.com), checked 29 October 2026
- FastMoss API, medicube, top products and creators: TokConnect Shop Analytics pulls, 29 October 2026 (snapshot)
