Stockmatrix MCP

Name: Stockmatrix MCP
Author: MongLong0214

by MongLong0214version 0.5.0i★ –iRuns on your computer

Registry nameio.github.MongLong0214/stockmatrix-mcp

Install

Overview

Description from the maker (original English)

Korean stock market theme lifecycle analysis (TLI) — rankings, stock lookup, predictions & prompts

PopNx MCP’s three pillars

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

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
UsageiNot measured yet★ –

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 on your computer
Transport: stdio
Category: Accounting, finance & tax

Install

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

Before you install

Basic checks: 1 of 1 passed
Runs on your computer with your user’s permissions (files, network, apps).
You fill in yourself: STOCKMATRIX_API_URL

You need

npmNode.js installed (for the npx command)

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

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

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

{
  "mcpServers": {
    "stockmatrix": {
      "command": "npx",
      "args": [
        "-y",
        "stockmatrix-mcp"
      ],
      "env": {
        "STOCKMATRIX_API_URL": "your-value"
      }
    }
  }
}

Run this in your terminal

claude mcp add stockmatrix --env STOCKMATRIX_API_URL=your-value -- npx -y stockmatrix-mcp

Fill in the empty values before running it.

Open in Cursor

Or copy the settings yourself

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

{
  "mcpServers": {
    "stockmatrix": {
      "command": "npx",
      "args": [
        "-y",
        "stockmatrix-mcp"
      ],
      "env": {
        "STOCKMATRIX_API_URL": "your-value"
      }
    }
  }
}

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": {
    "stockmatrix": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "stockmatrix-mcp"
      ],
      "env": {
        "STOCKMATRIX_API_URL": "your-value"
      }
    }
  }
}

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.

This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.

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

Values you fill in

STOCKMATRIX_API_URL env
Override API base URL (default: https://stockmatrix.co.kr)

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

What it can do

Runs on your computer; the tool list appears in your AI app after you install it.

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 with the GitHub account MongLong0214, which owns the repo
… 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
– Not applicable
Endpoint responds
This one runs on your computer; there is no internet endpoint
– Not applicable
Sign-in with OAuth
Runs on your computer and uses local settings instead
… Not checked yet
No hidden instructions in tool descriptions
Runs on your computer; we can only read tool lists from internet endpoints

Compared with others in Accounting, finance & taxi

More stars than 0% of the other 2913 servers in this category
Published to the registry more recently than 21% of the other 2913 servers in this category
Basic checks equal to or better than 100% of the other 2913 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 Stockmatrix MCP safe?

It passed 1 of 1 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 on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).

Is it still maintained?

The GitHub repo last changed –, and the latest version (0.5.0) reached the registry 4 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.

What can I use instead?

In the same category: Finance Toolkit, SolidInvoice, Korea Tax Calculator

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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.

stockmatrix-mcp

Official MCP server for StockMatrix (https://stockmatrix.co.kr).

Ask about Korean stock market themes in natural conversation with AI. Track 200+ KOSPI/KOSDAQ investment themes, get daily movers, look up which themes a stock belongs to, compare themes side-by-side, and see predictions — all through Claude, Cursor, or any MCP-compatible AI agent.

Powered by TLI (Theme Lifecycle Index) — a Bayesian-optimized scoring algorithm combining search interest, news momentum, market volatility, and stock activity into a 0-100 score with lifecycle stage classification.

11 tools + 4 one-click workflow prompts + live resources. Try the market_briefing slash command for an instant Korean market overview.

Quick Start

Claude Desktop

Add to ~/Library/Application Support/Claude/claude_desktop_config.json:

"mcpServers": { "stockmatrix": { "command": "npx", "args": ["-y", "stockmatrix-mcp"] } } }

Cursor / Windsurf

Add to .cursor/mcp.json or .windsurf/mcp.json:

"mcpServers": { "stockmatrix": { "command": "npx", "args": ["-y", "stockmatrix-mcp"] } } }

VS Code / Claude Code

Add to .vscode/mcp.json:

"servers": { "stockmatrix": { "command": "npx", "args": ["-y", "stockmatrix-mcp"] } } }

Try Asking

After setup, just ask in natural language:

Prompt	What happens
"요즘 뜨는 테마 TOP 5"	Top 5 themes ranked by TLI score
"오늘 한국 테마 시장 요약해줘"	AI-optimized market overview
"어제 대비 가장 많이 오른 테마는?"	Daily score movers and stage transitions
"AI 관련 테마 찾아줘"	Search AI-related themes
"반도체 vs 2차전지 비교해줘"	Side-by-side theme comparison
"앞으로 오를 테마 알려줘"	Rising predictions with analog evidence
"삼성전자가 속한 테마"	Stock-to-theme lookup (auto-detects 6-digit codes)
"방산 테마 상세 정보"	Score breakdown, stocks, news, comparisons
"반도체 테마 최근 한달 추세"	30-day score history
"TLI 점수는 어떻게 계산돼?"	Algorithm methodology (tip: use `section=scoring` to save tokens)
"What are the hottest stock themes in Korea?"	Works in English too

Available Tools

`get_theme_ranking`

Get theme rankings by lifecycle stage with limit and sort options.

Parameter	Type	Required	Description
`stage`	string	No	`emerging` / `growth` / `peak` / `decline` / `reigniting`
`limit`	number	No	Results per stage (1-50, default: 10)
`sort`	string	No	`score` / `change7d` / `newsCount7d` (default: score)

`get_market_summary`

Get an AI-optimized market overview with top themes (includes themeId for chaining).

`get_theme_changes`

Get daily or weekly score movers, stage transitions, and newly emerging themes.

Parameter	Type	Required	Description
`period`	string	No	`1d` (default) / `7d`

`compare_themes`

Compare 2-5 themes side-by-side with scores, stocks, sparklines, and similarity.

Parameter	Type	Required	Description
`theme_ids`	string[]	Yes	Array of 2-5 theme UUIDs

`get_predictions`

Get themes predicted to rise, peak, or cool based on historical analog matching.

Parameter	Type	Required	Description
`phase`	string	No	`rising` / `hot` / `cooling` (default: all)

`search_themes`

Search themes by keyword, stock name, or stock code.

Parameter	Type	Required	Description
`query`	string	Yes	e.g. `"AI"`, `"반도체"`, `"삼성전자"`, `"005930"`

`search_stocks`

Search stocks by company name or 6-digit code, with related theme preview. Automatically performs stock-to-theme lookup for 6-digit codes.

Parameter	Type	Required	Description
`query`	string	Yes	e.g. `"삼성전자"`, `"SK하이닉스"`, `"005930"`

`get_stock_themes`

Reverse lookup — every theme a stock belongs to, ranked by theme score, each with lifecycle stage and the stock's relevance. Answers "is my stock in a hot theme?"

Parameter	Type	Required	Description
`symbol`	string	Yes	6-digit Korean stock code, e.g. `"005930"` (Samsung), `"000660"` (SK Hynix)

`get_theme_detail`

Get detailed analysis: score breakdown (4 components), stage, prediction, stocks, news, comparisons.

Parameter	Type	Required	Description
`theme_id`	string (UUID)	Yes	Theme UUID from ranking or search

`get_theme_history`

Get 30-day score history for trend analysis.

Parameter	Type	Required	Description
`theme_id`	string (UUID)	Yes	Theme UUID

`get_methodology`

Get TLI algorithm documentation — scoring, stages, stabilization, comparison, prediction, data sources, and more.

Parameter	Type	Required	Description
`section`	string	No	`scoring` / `stages` / `comparison` / `prediction` / `all` (default: all)

Tip: Use section=scoring to get just the scoring algorithm and save context tokens.

Workflow Prompts

One-click slash commands (in Claude Desktop, Cursor, and other MCP clients) that run complete multi-tool analyses for you — the fastest way to get real value:

Prompt	Argument	What it does
`market_briefing`	—	Today's Korean market theme briefing: mood, top themes, movers, takeaways
`theme_deep_dive`	`theme`	Full lifecycle analysis of one theme: score, 30-day trend, stocks, news, outlook
`find_investment_themes`	`interest`	Discover themes matching an interest, ranked by momentum and stage
`stock_theme_check`	`stock`	Check whether a stock (name or code) sits inside any hot or rising themes

Resources

Attachable read-only context (no tool call needed):

URI	Description
`stockmatrix://methodology`	How TLI scores and lifecycle stages are computed — weights and thresholds
`stockmatrix://rankings`	Live snapshot of today's theme rankings by score, grouped by stage

Scoring Algorithm

TLI scores (0-100) are a weighted sum of 4 components, optimized via Bayesian Optimization:

Component	Weight	Source
Search Interest	30.4%	Naver DataLab
News Momentum	36.6%	Naver News
Volatility	10.4%	Interest time-series
Stock Activity	22.6%	Naver Finance

Scores are stabilized through Cautious Decay (3-signal majority vote), Bollinger Band Clamp (limits daily change), and Age-adaptive EMA (newer themes react faster).

Lifecycle Stages

Dormant -> Emerging -> Growth -> Peak -> Decline -> Dormant

| Reigniting

Stage transitions require 2 consecutive days of the same candidate (hysteresis) and follow Markov transition constraints.

Data Coverage

200+ themes across KOSPI & KOSDAQ
Daily updates — scores, news, stock mappings
Stock ↔ theme lookup — by company name, 6-digit code, or reverse (stock → all its themes)
AI market summary for first-call overview
Predictions with historical analog matching
Workflow prompts — one-click multi-tool analyses
Sources: Naver DataLab, Naver Finance, Naver News

Configuration

Variable	Default	Description
`STOCKMATRIX_API_URL`	`https://stockmatrix.co.kr`	Override API base URL

License

MIT

Stockmatrix MCP

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

Values you fill in

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Accounting, finance & taxi

Common questions

Alternatives

Finance Toolkit

SolidInvoice

Korea Tax Calculator

README from the maker

stockmatrix-mcp

Quick Start

Claude Desktop

Cursor / Windsurf

VS Code / Claude Code

Try Asking

Available Tools

get_theme_ranking

get_market_summary

get_theme_changes

compare_themes

get_predictions

search_themes

search_stocks

get_stock_themes

get_theme_detail

get_theme_history

get_methodology

Workflow Prompts

Resources

Scoring Algorithm

Lifecycle Stages

Data Coverage

Configuration

License

Links

`get_theme_ranking`

`get_market_summary`

`get_theme_changes`

`compare_themes`

`get_predictions`

`search_themes`

`search_stocks`

`get_stock_themes`

`get_theme_detail`

`get_theme_history`

`get_methodology`