TikTok GMV Max MCP

A read-only Model Context Protocol server for the TikTok Business (Marketing) API, with first-class GMV Max support. Ask your assistant how your GMV Max campaigns, regular ads, and Business Center budgets are doing, and get answers in your shop's timezone and in USD.

It runs daily in production behind a multi-shop TikTok Shop reporting stack, so most of the code beyond plain API wrappers handles things the raw API gets wrong. Report days are realigned from the ad account's timezone to the shop's. Non-USD accounts are converted at that day's rate. TikTok's transient 51010 timeouts are retried.

The Python import package tiktok_ads_mcp has the same name as the one in the tiktok-ads-mcp PyPI distribution, so don't install both into the same environment.

Tools (24, all read-only)

GMV Max

Tool	What it returns
`get_gmvmax_campaigns_tool`	GMV Max campaigns with status and ROI-protection info
`get_gmvmax_campaign_info_tool`	Budget, bid, products and schedule for one campaign
`get_gmvmax_reports_tool`	GMV Max performance reports (`/gmv_max/report/get/`)
`get_gmvmax_report_aligned_tool`	One shop-timezone day, rebuilt from hourly data: cost, gross revenue, orders, ROI
`get_gmvmax_range_report_tool`	Aggregate cost / GMV / orders / ROI for a date range
`get_gmvmax_videos_tool`	Videos available to GMV Max for a store
`get_gmvmax_store_list_tool`	Stores linked to a GMV Max advertiser

Accounts, campaigns and ads

Tool	What it returns
`get_business_centers_tool`	Business Centers visible to the token
`get_authorized_ad_accounts_tool`	All authorized advertiser accounts
`get_campaigns_tool` / `get_ad_groups_tool` / `get_ads_tool`	Campaign, ad group and ad lists with filtering
`get_identities_tool`	TikTok identities (creator accounts) authorized to an advertiser
`get_video_info_tool`	Video asset URL, poster and duration by video ID

Reporting

Tool	What it returns
`get_reports_tool`	Integrated reports with custom dimensions and metrics
`get_ads_report_aligned_tool`	Manual-bid ads, one shop-timezone day: cost, GMV, orders, ROAS
`get_ads_range_report_tool`	Manual-bid ads aggregate for a date range
`get_creative_report_tool`	Creative-level video insights (engagement, play metrics)

Business Center finance

Tool	What it returns
`get_advertiser_balance_tool`	Balance and basic info per advertiser (≤100 IDs per call)
`get_bc_balance_tool`	Business Center available funds
`get_bc_account_cost_tool`	Spend per ad account under a BC for a date range
`get_bc_transactions_tool`	Top-ups and deductions at BC or advertiser level
`get_bc_budget_changelog_tool`	Who changed an advertiser's budget, and when

Discovery

Tool	What it returns
`get_trending_list_tool`	Trending hashtags by country (7 or 30 days), optional daily history

Install

Requires Python 3.10+.

uvx tiktok-gmvmax-mcp          # run without installing
# or
pip install tiktok-gmvmax-mcp  # provides the `tiktok-gmvmax-mcp` command

Configure

Create an app in the TikTok for Business developer portal, grant it read permissions for the endpoints you need (ad accounts, campaigns and ads, reporting, GMV Max, Business Center), and generate a long-lived access token.

Variable	Required	Meaning
`TIKTOK_APP_ID`	yes	App ID
`TIKTOK_SECRET`	yes	App secret
`TIKTOK_ACCESS_TOKEN`	yes	Access token
`TIKTOK_ACCESS_TOKEN_2`	no	Second token (e.g. another Business Center), tried on permission errors
`TIKTOK_ADVERTISER_ID`	no	Default advertiser
`TIKTOK_SANDBOX`	no	`true` to use the sandbox API
`TIKTOK_REQUEST_TIMEOUT`	no	Seconds, default 30
`TIKTOK_ADS_PROXY`	no	Proxy URL used only for Business API calls
`LARK_BOT_CACHE_DIR`	no	Where FX rates are cached (default `~/.cache/lark-bot`)

Versions before 0.2 read the token from TIKTOK_ACCESS_TOKEN_XINCHENG / TIKTOK_ACCESS_TOKEN_ZECHENG. Those names still work.

Claude Desktop / Claude Code (mcpServers):

{
  "mcpServers": {
    "tiktok-gmvmax": {
      "command": "uvx",
      "args": ["tiktok-gmvmax-mcp"],
      "env": {
        "TIKTOK_APP_ID": "your_app_id",
        "TIKTOK_SECRET": "your_secret",
        "TIKTOK_ACCESS_TOKEN": "your_access_token"
      }
    }
  }
}

Behavior worth knowing

Timezones. TikTok reports days in the ad account's timezone. The *_aligned_tools fetch hourly rows and re-aggregate them into a day in the shop's timezone, so ad spend lines up with shop orders.
Currency. Cost and revenue from non-USD accounts are converted to USD at that day's ECB midpoint rate (Frankfurter). If the rate API is down, a small built-in table of approximate rates is used for that call only and never cached; any other currency is then returned unconverted (rate 1.0) with a logged error.
Retries. Code 51010 (TikTok backend timeout) is retried with backoff at the client layer. Rate-limit and 5xx errors are retried too.
mcp 1.x and 2.x. Both work: the server imports MCPServer (2.x) and falls back to FastMCP (1.x).

Development

git clone https://github.com/Buer2333/tiktok-gmvmax-mcp && cd tiktok-gmvmax-mcp
python -m venv .venv && .venv/bin/pip install -e ".[dev]"
.venv/bin/python -m pytest tests -q

Issues and PRs are welcome. Please include a test with any behavior change.

Changelog

0.2.0

Published as tiktok-gmvmax-mcp.
Generic TIKTOK_ACCESS_TOKEN / TIKTOK_ACCESS_TOKEN_2. The legacy names still work.
CLI logs go to stderr, so stdout stays clean for the stdio protocol.
FX: a fallback rate used during an API outage is no longer cached permanently.
18 tools added since 0.1.x: GMV Max, aligned and range reports, creatives, Business Center finance, identities, trending. Also added: account discovery, 51010 retry, USD conversion, mcp 2.x compatibility.

0.1.x

Six core tools, async httpx client, FastMCP server.

License

MIT. See LICENSE.

Credits

The six core campaign/report tools are based on ysntony/tiktok-ads-mcp (MIT).

TikTok GMV Max MCP