Korean + US market data for AI agents: DART, Korean prices/screeners, SEC EDGAR, 13F. Free tier.
Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β or use 1-click editor setup below.
π‘ Paste the JSON block into your client's configuration file under mcpServers, then restart the application.
The finance MCP for AI stock analysis. FinBridge is a hosted data service that collects official financial data for Korea, the United States, Japan and Taiwan (plus European statements) every night, normalises it to one schema, and serves it to ChatGPT, Claude, Cursor or any MCP client β and to everything else over a REST API.
https://mcp.gronox.kr/mcphttps://mcp.gronox.kr/api/v1 Β· OpenAPI 3.1: https://mcp.gronox.kr/api/v1/openapi.jsonOfficial sources only, and only sources we may redistribute: OpenDART, SEC EDGAR, EDINET, TWSE/TPEx OpenAPI, data.go.kr (Financial Services Commission), Databento (US daily prices), FRED public series, exchange public data via ccxt. Every answer names its source and as-of date, and every company carries a page_url to a public page with the filing behind each number.
| Market | Source | Statements & filings | Daily prices | Segments | Screeners / backtests |
|---|---|---|---|---|---|
| Korea (KRX) | OpenDART Β· data.go.kr | β K-IFRS, normalised, revisions kept | β corporate-action adjusted, 2020β | β | β |
| United States | SEC EDGAR Β· Databento | β US-GAAP, as-filed (point-in-time) history | β from 2023-03, split-adjusted | β (SEC DERA) | β |
| Taiwan | TWSE / TPEx OpenAPI | β TW-IFRS | β 2004β | β | β |
| Japan | EDINET | β J-GAAP / IFRS | β (no redistributable source) | β | β |
| Europe | ESEF / IFRS | β statements | β | β | β |
Public pages for every listed operating company: https://www.gronox.kr/companies/{kr|us|jp|tw}/{symbol} (e.g. Samsung Electronics).
| Area | Tools |
|---|---|
| Statements & filings | DART / EDGAR financials (with the five nearest peers attached), filings, major events, insider trades (DART Β· Form 4), 13F institutional holdings, disclosure feed |
| Prices & technicals | Daily OHLCV (KR Β· US Β· TW), technical indicators, valuation snapshots with market percentiles |
| Screeners | Minervini trend template, CAN SLIM, Kell and Schwartz playbooks, technical screens, ETF screens β nightly over every listing |
| Peers & segments | get_peers by industry group and size, or by business-mix similarity from reported segments |
| Research | Portfolio backtests with trading costs (KR Β· US Β· TW), point-in-time factor studies, saved runs, read-only SQL over the database |
| Macro & crypto | FRED series and snapshots, crypto tickers / OHLCV / exchange premium |
| Account | Watchlist, portfolio import |
Tool reference (rendered from the live registry): https://www.gronox.kr/docs
Settings β Connectors β Add custom connector β https://mcp.gronox.kr/mcp β sign in with Google, no key needed. Then, in each new chat, open + β FinBridge to turn it on (connectors are off per conversation until you do) and ask.
Get a key at https://www.gronox.kr/login (Google sign-in, issued instantly).
Settings β Apps & Connectors β Advanced β Developer mode β Create connector with the URL above and your smcp_ key as the access token.
Endpoints: /companies/{market}/{symbol} (profile) Β· /financials Β· /valuation Β· /peers Β· /prices. Same key, same quota, same depth as MCP.
FinBridge registers three MCP prompts, so you can start without typing a question. In Claude.ai or Claude Desktop, turn FinBridge on in the chat (+ β FinBridge), then open + β FinBridge again and pick a prompt; in Claude Code type the slash command. Clients that don't list prompts (Cursor, ChatGPT developer mode): paste the one-liner.
| Prompt | What it does | Claude Code | Paste instead |
|---|---|---|---|
| This week's watchlist | What passed the trend, CAN SLIM, VCP and RS screens this week (KR/US/TW), then a closer look at the strongest three | /mcp__finbridge__weekly_watchlist kr | "Run this week's FinBridge watchlist for Korea and check the strongest three with get_valuation and get_technicals." |
| Company check-up | One company end to end: four annual statements, valuation vs five peers, technicals, latest filings, every number dated | /mcp__finbridge__company_checkup 005930 | "Give me a FinBridge check-up of Samsung Electronics (005930) with data_as_of dates." |
| First three questions | A one-minute tour: peers, a screen, four years of statements | /mcp__finbridge__first_questions | "I just connected FinBridge β answer its three starter questions and show which tool you used." |
kr.gronox/finbridge in the official MCP Registry Β· Smithery red0920/finbridge Β· mcp.soserver.json) for the hosted service; the server itself is not open source.Contact: 4y.changemaker@gmail.com
The contents of this repository (listing metadata and documentation) are released under the MIT License. The hosted FinBridge service and its source code are not part of this repository and are provided under the FinBridge Terms of Service.
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