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FINGU-GRINDA

TradeGraph

by FINGU-GRINDA
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TradeGraph: connect the AI you already use and get an export sales team

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

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?"

Related MCP server: koreafood-mcp

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.

License

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

This server cannot be deployed

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Maintenance

ActivityMaintained
ResponsivenessNo issues

Resources

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