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TradeGraph

by FINGU-GRINDAversion 1.10.0i★ –iRuns in the cloud
Registry nameai.rinda.tradegraph/tradegraph

Install

Overview

Description from the maker (original English)

An export sales team for consumer brands, inside your AI: markets, buyers, emails and pricing.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

  • Connection: Runs in the cloud
  • Transport: Streamable HTTP
  • Category: Marketing & social media

Install

Pick the AI app you use, then copy the settings.

Before you install

You need

Which app do you use?

Pick your app above. We remember it, so next time the button says “Install in …”.

Works in Claude on the web, desktop and mobile:

  1. Open Settings → Connectors
  2. Press Add custom connector
  3. Paste the address below and press Add
  4. If it asks you to sign in, sign in with the maker
SettingsConnectors1+ Add2https://…3
https://tradegraph.rinda.ai/mcp

Run this in your terminal

claude mcp add --transport http tradegraph https://tradegraph.rinda.ai/mcp

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "tradegraph": {
      "url": "https://tradegraph.rinda.ai/mcp"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "tradegraph": {
      "type": "http",
      "url": "https://tradegraph.rinda.ai/mcp"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

ChatGPT connects only to servers on the internet:

  1. Open ChatGPT on the web → Settings → Connectors (Apps)
  2. Press Create or Add (some plans need Developer mode under Advanced first)
  3. Paste the address below, give it a name and save
  4. If it asks you to sign in, sign in with the maker
SettingsConnectors1+ Create2https://…3
https://tradegraph.rinda.ai/mcp

Menu names can differ slightly by plan and over time.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

Tool names and descriptions exactly as the server reported them on Nov 7, 2026. The maker wrote them, not us; we show them as plain text.

  • gtm_plan

    START 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_spots

    What 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_pace

    Weekly 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_item

    Resolve 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_picks

    Import 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_targets

    Reply 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_brief

    Everything 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_rank

    World exporters of a product (UN Comtrade, latest year), Korea's rank and value, and where Korea already sells it most.

  • outreach_playbook

    Measured 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_plan

    GTM 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_scan

    For 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_studio

    Plan 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_studio

    Plan 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_ladder

    Turn 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_tools

    Search 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_workflow

    36 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

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 8, 2026

  • ✓ Pass

    Maker matches the repo

    The registry name was verified against the domain tradegraph.rinda.ai (the registry checks domain ownership)

  • … Not checked yet

    Still maintained

    We have not read this repo from GitHub yet

  • … Not checked yet

    Has a licence

    We have not read this repo from GitHub yet

  • ✓ Pass

    Endpoint responds

    Responded in 623 ms (HTTP 200)

  • – Not applicable

    Sign-in with OAuth

    No sign-in needed

  • ✓ Pass

    No hidden instructions in tool descriptions

    Read 16 tool descriptions and found no hidden instructions to the AI

Compared with others in Marketing & social mediai

  • More stars than 0% of the other 3589 servers in this category
  • Published to the registry more recently than 93% of the other 3589 servers in this category
  • Basic checks equal to or better than 100% of the other 3589 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is TradeGraph safe?

It passed 3 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.10.0) reached the registry 2 days ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: MCP YouTube Transcript, Google Analytics MCP, BibiGPT YouTube Video Summarizer

Alternatives

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README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

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

ClientHow
Claude Codeclaude mcp add --transport http --scope user tradegraph https://tradegraph.rinda.ai/mcp
ClineIn 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
Codexcodex mcp add tradegraph --url https://tradegraph.rinda.ai/mcp
CursorInstall this repository as a plugin, or add mcp.json to ~/.cursor/mcp.json
Gemini CLIgemini extensions install https://github.com/FINGU-GRINDA/tradegraph
VS CodeIn .vscode/mcp.json: {"servers":{"tradegraph":{"type":"http","url":"https://tradegraph.rinda.ai/mcp"}}}
Claude.ai, ChatGPT and othersAdd 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

ToolWhat it answers
gtm_planStart 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_picksImport markets ranked by size, growth, Korea's share and reply rates
buyer_targetsWhich buyer types (importers, distributors, retailers and others) reply most in each country
country_briefA short market brief for one country
export_rankThe world's top exporters of a product and where Korea already sells
market_scanLive UN Comtrade imports for any 4-digit HS code
outreach_playbook, reply_paceFollow-up benchmarks, and a pace check for your own outreach
blind_spotsCertifications, registrations, extra duties and filings that can block a market
price_ladderFrom FOB price to landed cost and shelf price
find_itemThe HS code for a product name, in 10 languages
export_workflowStep-by-step workflows for certification, FTA origin, documents, payment and buyer checks
channel_plan, image_studio, video_studioCreator, marketplace and ad-content plans for a market
live_toolsFinds 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.

License

The guides, manifests and examples in this repository are MIT licensed. Use of the hosted service is covered by the Terms.

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