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feat: add prediction engine category (12 AI prediction sources)

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- Add prediction as 6th engine category across all source code and docs
- Update data source count from 72+ to 84+ (53 news + 9 listing + 3 onchain + 1 meme + 6 market + 12 prediction)
- Update engine category count from 5 to 6
- Add prediction sources: CORRELATION_LOGICAL, SMART_MONEY_TRADE, PRICE_SPIKE,
  CLUSTER_ENTRY, WHALE_POSITION, NEW_WALLET_TRADE, INSIDER_PATTERN,
  CORRELATION_NARRATIVE, CORRELATION_HEDGE, CORRELATION_ENTITY_GEO,
  CORRELATION_CAUSAL, SETTLEMENT_ARBITRAGE
- Update all tool docstrings, FastMCP instructions, and engine type lists
- Update README.md, README_ZH.md, README_JA.md, README_KO.md
- Update knowledge/guide.md and SKILL.md
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tkk
2026-04-10 10:36:01 +08:00
parent f45afe3270
commit e4f40e1edd
11 changed files with 182 additions and 62 deletions
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knowledge/guide.md
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@@ -2,9 +2,9 @@
## Overview
This MCP server provides real-time access to a **massive, multi-source crypto & financial news aggregation platform** powered by 6551.io. It aggregates **72+ data sources** across 5 engine categories, covering everything from Bloomberg and Reuters breaking news to on-chain whale trades, meme coin signals, and market anomaly alerts — all with AI-powered ratings and trading signal analysis.
This MCP server provides real-time access to a **massive, multi-source crypto & financial news aggregation platform** powered by 6551.io. It aggregates **84+ data sources** across 6 engine categories, covering everything from Bloomberg and Reuters breaking news to on-chain whale trades, meme coin signals, market anomaly alerts, and AI prediction signals — all with AI-powered ratings and trading signal analysis.
## Data Source Coverage (5 Categories, 72+ Sources)
## Data Source Coverage (6 Categories, 84+ Sources)
### 1. News — 53 sources (engineType: "news")
Premium financial & crypto media, government agencies, social platforms:
@@ -109,10 +109,28 @@ Market anomaly detection and quantitative signals:
| Market Trends | Overall market trend shifts |
| OI Change | Open interest significant changes |
### 6. Prediction — 12 sources (engineType: "prediction")
AI-powered prediction and correlation signals:
| Source Code | Description |
|-------------|-------------|
| CORRELATION_LOGICAL | Logical correlation analysis |
| SMART_MONEY_TRADE | Smart money trade tracking |
| PRICE_SPIKE | Price spike detection |
| CLUSTER_ENTRY | Cluster entry signals |
| WHALE_POSITION | Whale position monitoring |
| NEW_WALLET_TRADE | New wallet trade detection |
| INSIDER_PATTERN | Insider pattern recognition |
| CORRELATION_NARRATIVE | Narrative correlation analysis |
| CORRELATION_HEDGE | Hedge correlation analysis |
| CORRELATION_ENTITY_GEO | Geopolitical entity correlation |
| CORRELATION_CAUSAL | Causal correlation analysis |
| SETTLEMENT_ARBITRAGE | Settlement arbitrage signals |
## Available Tools
### Discovery
- **get_news_sources**: Get the full engine tree with all 5 categories and 72+ sources, including metadata (names, icons, AI-enabled status)
- **get_news_sources**: Get the full engine tree with all 6 categories and 84+ sources, including metadata (names, icons, AI-enabled status)
- **list_news_types**: Flat list of all source codes for use in filters
### News Search
@@ -120,7 +138,7 @@ Market anomaly detection and quantitative signals:
- **search_news**: Full-text keyword search across all sources
- **search_news_by_coin**: Filter by coin symbol (BTC, ETH, SOL, etc.)
- **get_news_by_source**: Filter by specific source within a category (e.g. engine_type="news", news_type="Bloomberg")
- **get_news_by_engine**: Filter by entire engine category (e.g. "listing" for all exchange listing alerts)
- **get_news_by_engine**: Filter by entire engine category (e.g. "listing" for all exchange listing alerts, "prediction" for AI prediction signals)
- **search_news_advanced**: Combined multi-filter search (coins + keywords + engine types + has_coin)
### AI Ratings & Signals
@@ -132,15 +150,16 @@ Market anomaly detection and quantitative signals:
## Workflow Examples
1. **Breaking news scan**: `get_latest_news(limit=20)` — see what's happening right now across all 72+ sources
1. **Breaking news scan**: `get_latest_news(limit=20)` — see what's happening right now across all 84+ sources
2. **Institutional media only**: `get_news_by_source(engine_type="news", news_type="Bloomberg")` — Bloomberg-only feed
3. **Exchange listing alpha**: `get_news_by_engine(engine_type="listing")` — catch new token listings on Binance, Coinbase, Upbit, etc.
4. **Whale watching**: `get_news_by_engine(engine_type="onchain")` — Hyperliquid whale trades & KOL activity
5. **Market anomalies**: `get_news_by_engine(engine_type="market")` — price spikes, liquidations, OI changes, funding rate divergences
6. **Coin deep-dive**: `search_news_by_coin(coin="ETH", limit=30)` — all ETH-related news across every source
7. **Bullish signals**: `get_news_by_signal(signal="long")` — AI-detected bullish catalysts
8. **Multi-filter power search**: `search_news_advanced(coins="BTC,ETH", engine_types="news:Bloomberg,Reuters;market:", keyword="ETF")` — Bloomberg & Reuters ETF news for BTC/ETH plus all market signals
9. **Live monitoring**: `subscribe_latest_news(wait_seconds=15, coins="BTC", engine_types="news:;market:")` — real-time BTC news + market anomalies
6. **AI predictions**: `get_news_by_engine(engine_type="prediction")` — smart money trades, whale positions, correlations, insider patterns
7. **Coin deep-dive**: `search_news_by_coin(coin="ETH", limit=30)` — all ETH-related news across every source
8. **Bullish signals**: `get_news_by_signal(signal="long")` — AI-detected bullish catalysts
9. **Multi-filter power search**: `search_news_advanced(coins="BTC,ETH", engine_types="news:Bloomberg,Reuters;market:", keyword="ETF")` — Bloomberg & Reuters ETF news for BTC/ETH plus all market signals
10. **Live monitoring**: `subscribe_latest_news(wait_seconds=15, coins="BTC", engine_types="news:;market:")` — real-time BTC news + market anomalies
## Data Structure
@@ -148,7 +167,7 @@ Each news article contains:
- `id`: Unique article ID
- `text`: Article headline/content
- `newsType`: Source code (e.g. "Bloomberg", "Binance", "price_change")
- `engineType`: Engine category ("news", "listing", "onchain", "meme", "market")
- `engineType`: Engine category ("news", "listing", "onchain", "meme", "market", "prediction")
- `link`: URL to original article
- `coins`: Array of related coins `[{symbol, market_type, match}]`
- `aiRating`: AI analysis object: