Korean equity research, analyst revisions, kimchi premium and news via x402. Connect the official K-Data — Korean Sell-Side Research & Market Data MCP server to Claude, ChatGPT, or Cursor through gate — one gateway URL, no config files, security-checked.
Free to start · No credit card · No hosting needed
Pick your client. Copy, paste, done — or let gate handle sign-ins and policies for you.
claude mcp add --transport http k-data-korean-sell-side-research-market-data https://k-data-x402-production.theblack1022.workers.dev/mcpRun in your terminal, then restart Claude Code.
K-Data — Korean Sell-Side Research & Market Data · https://k-data-x402-production.theblack1022.workers.dev/mcp
Real prompts you can type the moment it's connected — no setup, no docs to read.
“Use “kimchi_premium”: Kimchi premium on two bases: premium_official_pct (official USD/KRW rate — the quoted figure) and premium_usdt_pct (Upbit KRW/USDT rate — th.”
“Use “kimchi_premium_stats”: Where the current kimchi premium sits inside its own recent distribution: percentile, mean, stdev, z-score, min/max/median, and a plain-lang.”
“Use “kimchi_premium_history”: Time series of the kimchi premium from the continuous archive, both bases, newest-last. Params: ?symbol=BTC &window=1h|6h|24h|7d|30d|90d &po.”
“Use “research_consensus_ticker”: Analyst consensus for one KRX ticker, built from the archived research history: mean/median/min/max target price across brokerages, the spre.”
Every server in the gate directory has to pass the same four checks before your AI can touch it. Here's how K-Data — Korean Sell-Side Research & Market Data holds up.
gate scanned 12 tools on Sep 11, 2026 for prompt injection and risky tool definitions — nothing to flag.
Operated by K-Data — Korean Sell-Side Research & Market Data (workers.dev) at its documented MCP endpoint — not a third-party mirror or community re-host.
This server only exposes public data — no account and no credentials are involved when you connect.
gate checks every tool for prompt injection, hidden instructions, data-exfiltration hints, and over-broad permissions before the server is available through your gateway.
If K-Data — Korean Sell-Side Research & Market Data adds or changes tools later, gate re-scans and alerts you — before your AI acts on the change.
Add one gateway URL to Claude, ChatGPT, or any MCP client. One-time setup, about two minutes.
Choose K-Data — Korean Sell-Side Research & Market Data in the gate directory. No sign-in needed.
K-Data — Korean Sell-Side Research & Market Data's tools are live in every AI client you've connected — with rules and logging built in.
Free to start · No credit card · No hosting needed
Fetched live from the official endpoint and re-checked daily by gate — not marketing copy.
kimchi_premium — Kimchi premium on two bases: premium_official_pct (official USD/KRW rate — the quoted figure) and premium_usdt_pct (Upbit KRW/USDT rate — th
kimchi_premium_stats — Where the current kimchi premium sits inside its own recent distribution: percentile, mean, stdev, z-score, min/max/median, and a plain-lang
kimchi_premium_history — Time series of the kimchi premium from the continuous archive, both bases, newest-last. Params: ?symbol=BTC &window=1h|6h|24h|7d|30d|90d &po
research_consensus_ticker — Analyst consensus for one KRX ticker, built from the archived research history: mean/median/min/max target price across brokerages, the spre
research_company_ticker — Every archived Korean brokerage report for one KRX ticker, newest first: target price, rating, brokerage, analyst, the Korean title with its
research_latest — Latest Korean brokerage equity research across all covered companies, newest first — company and KRX ticker, target price, rating, brokerage
news_headlines_en — Latest Korean headlines with English translations attached (title_en), from Yonhap, Maeil Business and Hankyung — deduplicated, newest first
korea_market_snapshot — One-call Korea briefing: dual-basis kimchi premium + top Upbit KRW markets + USD/KRW + latest economy headlines translated to English. Every
+ 4 more tools once connected
https://k-data-x402-production.theblack1022.workers.dev/mcpYes — K-Data — Korean Sell-Side Research & Market Data operates its own remote MCP server at k-data-x402-production.theblack1022.workers.dev. gate connects you to that official endpoint and adds security scanning, per-tool access rules, and an activity log on top.
Add gate's gateway URL to your AI client once, then pick K-Data — Korean Sell-Side Research & Market Data in the directory. No account or sign-in is needed. From then on, K-Data — Korean Sell-Side Research & Market Data's tools are available in every client you've connected to gate.
No. K-Data — Korean Sell-Side Research & Market Data runs the server, and gate is fully managed. You just connect one URL — there's nothing to install, deploy, or maintain.
It's the vendor's official endpoint, and gate scans its tools for prompt injection and hidden instructions before it goes live, re-checks it whenever it changes, and lets you allow, block, or require approval for every single tool.
Yes — you can get started with gate for free and connect K-Data — Korean Sell-Side Research & Market Data in minutes. No credit card required.
Every server below works through the same gateway URL — connect once, add tools anytime.
Set up K-Data — Korean Sell-Side Research & Market Data in: Claude · Claude Code · ChatGPT · Cursor · VS Code
One URL. All MCPs. Full control. Free to start.
Get started free