TradeGraph
概览
作者提供的说明(英文原文)
An export sales team for consumer brands, inside your AI: markets, buyers, emails and pricing.
PopNx MCP 的三大支柱
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
- 用户评价i暂无评价评价功能将在后续阶段与账户功能一起开放
- 我们的基础检查i3 项中通过 3 项依据公开信息检查;尚未扫描代码
- 使用情况i非常新★ –
它能帮你做什么
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
- 连接方式: 在云端运行
- 传输方式: Streamable HTTP
- 分类: 营销与社交媒体
安装
选择你使用的 AI 应用,然后复制设置。
安装之前
- 基础检查:3 项中通过 3 项
- 在作者的服务器上运行:你向它提出的内容会经过他们的服务器。
- 可以做 16 件事(工具) gtm_plan, blind_spots, reply_pace, find_item …
- 注册中心没有列出需要填写的密钥。
你需要
- 在云端运行无需安装任何东西,通过互联网连接
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
适用于网页版、桌面版和手机版 Claude:
- 打开 Settings → Connectors
- 点击 Add custom connector
- 粘贴下面的地址,然后点击 Add
- 如果要求登录,请登录作者的服务
https://tradegraph.rinda.ai/mcp在终端中运行这条命令
claude mcp add --transport http tradegraph https://tradegraph.rinda.ai/mcp或者自己复制设置
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"tradegraph": {
"url": "https://tradegraph.rinda.ai/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
或者自己复制设置
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"tradegraph": {
"type": "http",
"url": "https://tradegraph.rinda.ai/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
ChatGPT 只能连接互联网上的服务器:
- 打开网页版 ChatGPT → Settings → Connectors (Apps)
- 点击 Create 或 Add(部分套餐需要先在 Advanced 中开启 Developer mode)
- 粘贴下面的地址,起个名字,然后保存
- 如果要求登录,请登录作者的服务
https://tradegraph.rinda.ai/mcp菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它能做什么
工具名称和描述与服务器在 2026年11月7日 报告的完全一致。这些内容由作者撰写,不是我们写的;我们以纯文本形式显示。
gtm_planSTART HERE. One call returns the export go-to-market plan for a product: which countries to sell to (UN Comtrade imports × reply rates from 2.2M real export emails, compared within the product's industry, plus the next-best markets to compare), which buyer types reply there, how
blind_spotsWhat a Korean exporter of this product is likely to miss in a market — the unknown unknowns beyond the product category's usual compliance: rules that can stop the sale (e.g. UV filters not allowed in US sunscreen, meat ingredients from countries the EU has not listed), approvals
reply_paceWeekly pace check for one market: pass the buyers emailed so far (each buyer once, first emails only), the buyers who replied (any reply, a no counts) and, if known, the week of the 13-week schedule and how many replies were interested (warm). Call it first in the weekly routine
find_itemResolve a product description (any of 10 languages, e.g. 'vegan sunscreen', '컵라면', 'kimchi', 'キムチ', '3304') to one of the 35 HS4 items TradeGraph covers, or to the usual HS4 code of ~60 other common consumer products (kimchi 2005, shampoo 3305, candy 1704, ginseng roots 1211, gin
market_picksImport markets for a product ranked by size, with 3-year growth, Korea's share and the reply rate Korean exporters of that industry actually got there (reply_scope: industry = compared with the industry's average; none = no emails from that industry yet, so not ranked). 'pick' ma
buyer_targetsReply rates of country × buyer type (importer, distributor, wholesaler, retailer, brand, manufacturer, clinic) from 2.2M real export emails, shrunk toward the average so small samples do not mislead, ranked by the low end of the 90% interval. 'proven' = beats the average even wit
country_briefEverything TradeGraph knows about one country: reply rate and best buyer types, the product's import size/growth/Korea share and supplier mix, why other Korean exporters chose it, reply rates by industry, top US states (for the US), and the sales/creator channels and disclosure r
export_rankWorld exporters of a product (UN Comtrade, latest year), Korea's rank and value, and where Korea already sells it most.
outreach_playbookMeasured from 2.2M real export emails: replies per 10,000 emails at each follow-up step, the recommended number of emails, how many days to wait before the next one (follow_up_after_days), when replies arrive, what replies say (interest, questions, meeting requests…), and the fun
channel_planGTM engineering plan for one country: creator platforms to seed on, marketplaces to research, buyer channels, local-language and disclosure rules, product compliance pointers (with an official source link), the official tariff lookup and Korea FTA, and the treg.to endpoint ids (w
market_scanFor products outside TradeGraph's 35 items: live UN Comtrade imports by country for any 4-digit HS code (latest complete year, 3-year growth, Korea's exports there), joined with TradeGraph reply rates for the product's industry, with Pareto picks. gtm_plan accepts the same HS cod
video_studioPlan AI product videos for one market and platform, Higgsfield-style: preset formats (hero orbit, texture macro, unboxing POV, 3-step routine, local lifestyle, AI presenter) with camera moves, a shot list, keyframe and image-to-video prompts, ready request bodies for treg.to vide
image_studioPlan the product image set for one market: the marketplace's main-image rules (Amazon, Rakuten, Tmall, Shopee, TikTok Shop…), a 7-image gallery (real main image, local lifestyle, texture, how-to, benefits infographic, scale, trust) with edit-from-packshot prompts for treg.to imag
price_ladderTurn a FOB unit price into the landed cost, importer/distributor price and shelf price (incl. VAT) in a country — or, from a target shelf price, the highest FOB that reaches it. Channels: retail (importer-distributor → retailer), distributor (importer → distributor → retailer), m
live_toolsSearch the treg.to catalog (3,800+ endpoints across 110 providers) for the endpoints that do a job, e.g. 'find TikTok beauty creators', 'Amazon best sellers', 'verify buyer emails', '샤오홍슈 KOL 단가'. Returns endpoint ids, providers and per-call prices. Execute them with live_call wh
export_workflow36 step-by-step expert workflows for the export jobs around the data — what exporters usually learn too late: export readiness check (blind spots, 90-day plan), certification and registration in each market (FDA, MoCRA, CPNP, NMPA, halal, CE, PSE …) and in whose name, labels, HS
基础检查i
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月8日
- ✓ 通过
作者与仓库一致
注册名称已通过域名 tradegraph.rinda.ai 验证(注册中心会核实域名所有权)
- … 尚未检查
仍在维护
我们还没有从 GitHub 读取这个仓库
- … 尚未检查
有许可证
我们还没有从 GitHub 读取这个仓库
- ✓ 通过
端点有响应
在 623 毫秒内响应(HTTP 200)
- – 不适用
使用 OAuth 登录
无需登录
- ✓ 通过
工具描述中没有隐藏指令
已读取 16 个工具描述,未发现针对 AI 的隐藏指令
与“营销与社交媒体”中的其他服务器比较i
- 星标数多于此分类中其他 3592 个服务器的 0%
- 发布到注册中心的时间比此分类中其他 3592 个服务器的 93% 更新
- 基础检查结果等于或优于此分类中其他 3592 个服务器的 100%
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
常见问题
TradeGraph 安全吗?
它在 3 项适用的基础检查中通过了 3 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
它需要哪些密钥或代码?
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在我的电脑上运行还是在云端?
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
它还在维护吗?
GitHub 仓库最后更新于–,最新版本(1.10.0)于前天进入注册中心。
哪些应用可以使用它?
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
有什么可以替代它?
同一分类中有:MCP YouTube Transcript, Google Analytics MCP, BibiGPT YouTube Video Summarizer
替代选择
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
Google Analytics MCP
GA4 MCP server for AI agents: schema discovery, server-side aggregation, analysis-ready defaults.
BibiGPT YouTube Video Summarizer
AI video summarizer: summarize and transcribe YouTube, Bilibili, TikTok and podcast videos.
作者的 README
打开 README
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
TradeGraph
An export sales team for consumer brands, inside the AI you already use.
Website · Docs · llms.txt · Support · 한국어
Connect TradeGraph to Claude, ChatGPT, Codex, Cursor, Gemini CLI or any MCP client, then ask in plain words: where to sell a product first, which buyers reply, how many follow-ups to send, what to check before selling and what the shelf price will be. Answers come from UN Comtrade trade statistics and anonymized reply data from real export emails sent through RINDA, with the sources attached.
This repository holds the connection guides, plugin manifests and examples. The server is hosted at `https://tradegraph.rinda.ai/mcp`, so there is nothing to install or run.
Connect
| Client | How |
|---|---|
| Claude Code | claude mcp add --transport http --scope user tradegraph https://tradegraph.rinda.ai/mcp |
| Cline | In cline_mcp_settings.json (MCP Servers, Configure, Configure MCP Servers): {"mcpServers":{"tradegraph":{"type":"streamableHttp","url":"https://tradegraph.rinda.ai/mcp"}}}. Keep type: without it Cline uses legacy SSE, which this server does not serve |
| Codex | codex mcp add tradegraph --url https://tradegraph.rinda.ai/mcp |
| Cursor | Install this repository as a plugin, or add mcp.json to ~/.cursor/mcp.json |
| Gemini CLI | gemini extensions install https://github.com/FINGU-GRINDA/tradegraph |
| VS Code | In .vscode/mcp.json: {"servers":{"tradegraph":{"type":"http","url":"https://tradegraph.rinda.ai/mcp"}}} |
| Claude.ai, ChatGPT and others | Add a custom connector with https://tradegraph.rinda.ai/mcp and no authentication |
Then try one of these in a new chat:
- "Where should we export our sunscreen first?"
- "Make an export plan for kimchi to Japan."
- "Which buyer types reply most in Vietnam?"
- "We emailed 300 US distributors about our shampoo and got 4 replies in week 5. Are we on track?"
- "If our FOB is $4 for a serum, what will the shelf price be in Germany?"
- "What blocks selling Bluetooth speakers in the EU?"
What it can do
| Tool | What it answers |
|---|---|
gtm_plan | Start here. An export plan for one product: markets to start with, buyer types that reply, follow-ups to send, checks before selling and a first email draft |
market_picks | Import markets ranked by size, growth, Korea's share and reply rates |
buyer_targets | Which buyer types (importers, distributors, retailers and others) reply most in each country |
country_brief | A short market brief for one country |
export_rank | The world's top exporters of a product and where Korea already sells |
market_scan | Live UN Comtrade imports for any 4-digit HS code |
outreach_playbook, reply_pace | Follow-up benchmarks, and a pace check for your own outreach |
blind_spots | Certifications, registrations, extra duties and filings that can block a market |
price_ladder | From FOB price to landed cost and shelf price |
find_item | The HS code for a product name, in 10 languages |
export_workflow | Step-by-step workflows for certification, FTA origin, documents, payment and buyer checks |
channel_plan, image_studio, video_studio | Creator, marketplace and ad-content plans for a market |
live_tools | Finds paid live-data endpoints for a job and their per-call prices (running them through TradeGraph needs an account) |
The full, always-current tool list is in llms.txt.
REST API
Every tool is also a plain JSON endpoint. No key is needed.
curl -s https://tradegraph.rinda.ai/api/v1/tools/market_picks \
-H 'Content-Type: application/json' \ -d '{"item":"sunscreen","limit":5}'
More in examples/ and the OpenAPI document.
Data and privacy
- Free and read-only. Without an account TradeGraph never spends money; an optional account adds API keys and prepaid live-data calls.
- The server only receives the values your AI passes to a tool, such as a product and a country.
- Reply rates are an anonymous aggregate of export emails sent through RINDA. Groups with fewer than 5 companies are left out.
- Privacy policy · Terms
About
TradeGraph is made by the RINDA team at GRINDA AI Co., Ltd. in Daejeon, Korea. Questions and problems: support page or sales@grinda.ai.
한국어
TradeGraph는 Claude, ChatGPT 같은 쓰던 AI에 연결하는 소비재 해외영업팀이에요. 시장 조사, 바이어 발굴, 영업 메일, 인플루언서 시딩, 현지 광고 영상, 인증과 서류까지 평소 말로 맡길 수 있어요. 연결은 무료이고 가입 없이 바로 돼요.
- 연결 주소:
https://tradegraph.rinda.ai/mcp - 연결 안내: https://tradegraph.rinda.ai/docs
- 무료 수출 도구: https://tradegraph.rinda.ai/tools
License
The guides, manifests and examples in this repository are MIT licensed. Use of the hosted service is covered by the Terms.