Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Beschreibung vom Entwickler (englisches Original)
An export sales team for consumer brands, inside your AI: markets, buyers, emails and pricing.
Diese drei werden nie zu einer Punktzahl zusammengefasst: Meinungen, Messungen und Beliebtheit sind verschiedene Dinge.
Für diesen Server haben wir noch keine Zusammenfassung in einfacher Sprache geschrieben. Unten stehen die Fakten, die wir aus der Registry gelesen haben.
Wähle die KI-App, die du nutzt, und kopiere die Einstellungen.
Du brauchst
Welche App nutzt du?
Wähle oben deine App. Wir merken sie uns, damit der Button beim nächsten Mal „In … installieren“ anzeigt.
Funktioniert in Claude im Web, auf dem Desktop und auf dem Handy:
https://tradegraph.rinda.ai/mcpFühre das in deinem Terminal aus
claude mcp add --transport http tradegraph https://tradegraph.rinda.ai/mcpIn .cursor/mcp.json in deinem Projekt oder in ~/.cursor/mcp.json einfügen
{
"mcpServers": {
"tradegraph": {
"url": "https://tradegraph.rinda.ai/mcp"
}
}
}Dein Browser fragt, ob er die App öffnen darf, dann zeigt die App die Einstellungen und bittet dich um Bestätigung. Schlüsselwerte bleiben leer, damit du sie selbst einträgst.
In .vscode/mcp.json in deinem Projekt einfügen
{
"servers": {
"tradegraph": {
"type": "http",
"url": "https://tradegraph.rinda.ai/mcp"
}
}
}Dein Browser fragt, ob er die App öffnen darf, dann zeigt die App die Einstellungen und bittet dich um Bestätigung. Schlüsselwerte bleiben leer, damit du sie selbst einträgst.
ChatGPT verbindet sich nur mit Servern im Internet:
https://tradegraph.rinda.ai/mcpMenünamen können sich je nach Tarif und mit der Zeit leicht unterscheiden.
Deine Auswahl bleibt in einem Cookie auf diesem Gerät; kein Konto nötig.
Diese Einstellungen werden aus dem Registry-Eintrag des Entwicklers erzeugt. Wenn in der README etwas anderes steht, folge der README.
Tool-Namen und -Beschreibungen genau so, wie der Server sie am 7. Nov. 2026 gemeldet hat. Geschrieben hat sie der Entwickler, nicht wir; wir zeigen sie als reinen Text.
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
Wir prüfen Informationen, die jeder sehen kann; den Code haben wir nicht gelesen. Checks, die nicht zutreffen, werden nicht mitgezählt. · Geprüft am 7. Nov. 2026
Der Registry-Name wurde über die Domain tradegraph.rinda.ai bestätigt (die Registry prüft, wem die Domain gehört)
Dieses Repo haben wir noch nicht von GitHub gelesen
Dieses Repo haben wir noch nicht von GitHub gelesen
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Keine Anmeldung nötig
Wir haben 16 Tool-Beschreibungen gelesen und keine versteckten Anweisungen an die KI gefunden
Verglichen mit allen aktiven Servern dieser Kategorie in der Registry. Sterne zählen nur, wenn dem Herausgeber das Repo gehört.
Er hat 3 von 3 zutreffenden Basischecks bestanden. Den Code haben wir nicht gelesen. Bevor du einen Schlüssel oder Token hinzufügst, sieh nach, welche Zugriffe der Server verlangt, und nutze einen Schlüssel, der nur die Berechtigungen hat, die du brauchst.
Die Registry nennt keinen erforderlichen Schlüssel, manche Server bitten dich aber bei der ersten Nutzung, dich anzumelden.
Er läuft in der Cloud des Entwicklers. Du verbindest dich übers Internet, ohne etwas zu installieren, aber was du sendest, läuft über die Server des Entwicklers.
Das GitHub-Repo wurde zuletzt – geändert, und die neueste Version (1.10.0) kam gestern in die Registry.
Apps, die MCP unterstützen, etwa Claude Desktop, Claude Code, Cursor und VS Code. Er verbindet sich per URL, also funktionieren auch Apps, die Remote-MCP-Server akzeptieren, zum Beispiel ChatGPT im Entwicklermodus.
In derselben Kategorie: Spec Driven Development, Remote Desktop Commander, Aiterm MCP
Server derselben Kategorie von anderen Entwicklern, sortiert nach Sternen.
So liest du eine Karte:★ GitHub-SterneiDrei Säulen: Bewertungen · Checks · NutzungiAktualisiert = neueste Version in der Registry veröffentlichti
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Persistent terminals and one launcher for Claude, Codex, Grok, Cursor, and Antigravity harnesses.
Unverändert aus dem Repo des Entwicklers übernommen. PopNx MCP hat den Inhalt weder geprüft noch empfiehlt es ihn. HTML, Bilder und Skripte wurden entfernt. Links führen von dieser Website weg.
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.
| 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:
| 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.
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.
TradeGraph is made by the RINDA team at GRINDA AI Co., Ltd. in Daejeon, Korea. Questions and problems: support page or sales@grinda.ai.
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.
https://tradegraph.rinda.ai/mcpThe guides, manifests and examples in this repository are MIT licensed. Use of the hosted service is covered by the Terms.