# ragalgo-mcp-server
## 基本信息
- Slug: `kokogo100-ragalgo-mcp-server`
- Source: modelscope
- Publisher: @kokogo100/ragalgo-mcp-server
- Categories: 金融 / rag-systems / search
- Hosted: No
- License: Unknown
- Source URL: https://www.modelscope.cn/mcp/servers/@kokogo100/ragalgo-mcp-server
## 简介
暂无描述。
## 安装提示

```bash
cd mcp-server npm install npm run build
```

## MCP Server 详情

# RagAlgo: Dynamic RAG Engine for AI Reliability

> **Global Beta**: Currently specialized in **Korean Finance (Stocks & Crypto)**, but built on a universal "Tag & Score" protocol applicable to any domain.

RagAlgo is not just a data API. It is a **"State-of-Truth" Provider** designed to prevent LLM hallucinations when dealing with **complex static knowledge** and **highly volatile dynamic data**.

### Why RagAlgo?
Traditional RAG (SQL/Vector DB) often fails to capture the "current context" of fast-changing reality. RagAlgo solves this by converting data into **Mathematical Scores** and **Standardized Tags**.

### Core Philosophy
1.  **Sanitized Data:** We filter out noise so AI only ingests high-quality signals.
2.  **Mathematical Scoring:** We translate complex movements into simple scores (e.g., `Chart Score: 9.5`), giving AI a clear ground truth to reason upon.
3.  **Universal Protocol:** Our "Tag & Score" architecture is designed to **systematize and standardize any data domain**including Legal, Medical, and Techinto a format that AI can flawlessly understand and judge.


### Flexible Integration: Scored vs. Non-Scored
We respect your freedom to build. Choose the mode that fits your pipeline:

| Mode | Target User | Description |
|------|-------------|-------------|
| **Scored API** (AI-Ready) | Builders & Startups | RagAlgo's math engines sanitize and score everything. Zero hallucinations. |
| **Non-Scored API** (Raw Mode) | Data Scientists & Engineers | Pure, sanitized data feeds for your custom pipelines. Perfect for fine-tuning, **n8n** automation, **LangChain** agents, or **Flowise** workflows. |

---

# RagAlgo MCP Server (KOR)

    API MCP(Model Context Protocol)  .

## 

```bash
cd mcp-server
npm install
npm run build
```

##  

```bash
# Windows (PowerShell)
$env:RAGALGO_API_KEY="ragalgo_scored_test_a3ed9bd570436d46"

# Windows (CMD)
set RAGALGO_API_KEY=ragalgo_scored_test_a3ed9bd570436d46

# Mac/Linux
export RAGALGO_API_KEY="ragalgo_scored_test_a3ed9bd570436d46"
```

## Claude Desktop 

`%APPDATA%\Claude\claude_desktop_config.json`  :

```json
{
  "mcpServers": {
    "ragalgo": {
      "command": "node",
      "args": ["C:\\coding\\RagAlgo\\mcp-server\\dist\\index.js"],
      "env": {
        "RAGALGO_API_KEY": "ragalgo_scored_test_a3ed9bd570436d46"
      }
    }
  }
}
```

##   (9)

|  |  |
|------|------|
| `get_news` |    ( ) |
| `get_news_scored` |    ( ) |
| `get_chart_stock` |     |
| `get_chart_coin` |     |
| `get_financials` |   |
| `get_snapshots` |    |
| `search_tags` |   |
| `match_tags` |   |
| `get_trends` |    |

##  

### Claude Desktop

```
"   5 "
 get_news_scored(tag="", limit=5)

"    "
 get_news_scored(tag="", verdict="bullish")

"005930  "
 get_financials(ticker="005930")

"  "
 get_chart_coin(ticker="KRW-BTC")
```

## API  

| Tier | API Key |    |
|------|---------|---------------|
| nonscored | `ragalgo_nonscored_test_...` | get_news, get_financials, get_chart_*, search_tags, match_tags, get_trends |
| scored | `ragalgo_scored_test_...` |   + get_news_scored, get_snapshots |

## 

```bash
#   
npm run dev

# 
npm run build

#  
npm start
```