MCP Crypto Server

by yanqinghao

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Description

# MCP Crypto Server A high-performance cryptocurrency market data and analysis platform built with FastMCP, CCXT, TimescaleDB, and RSS feed integration. ## Overview MCP Crypto Server is a powerful platform that provides real-time cryptocurrency market data, advanced analytics…

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Details

Author: yanqinghao
Downloads: 303
Categories: Finance

- Real-time cryptocurrency market data from multiple exchanges via CCXT
- Historical price data analysis with TimescaleDB
- LLM integration for market trend analysis
- Crypto news aggregation and sentiment analysis
- Custom RSS feed subscriptions and management
- MCP protocol support for AI application integration

Setting up with Highlight

This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:

Download and install Highlight from highlightai.com/download
Navigate to the plugins tab and select "Add Custom Plugin"
Configure the plugin with the settings below

Plugin Name MCP Crypto Server

Command (node, npx, python, etc.)

Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
Enable "Start Automatically" if you want the plugin to start when Highlight launches

Setting up with Cursor

Open Cursor's settings
Navigate to the MCP section
Click "Add new Global MCP server"
Copy and paste the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "mcp crypto server": {
            "mcp-crypto-server-yanqinghao": {
                "command": "uv",
                "args": [
                    "venv"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "mcp crypto server": {
            "mcp-crypto-server-yanqinghao": {
                "command": "uv",
                "args": [
                    "venv"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "mcp crypto server": {
            "mcp-crypto-server-yanqinghao": {
                "command": "uv",
                "args": [
                    "venv"
                ]
            }
        }
    }
}

Setting up with Claude Desktop

Open Claude Desktop's settings
Go to the Integrations tab
Click "Add MCP Server"
Use the configuration below based on your operating system

Note: Make sure Claude Desktop is running before attempting to connect.

JSON

{
    "mcpServers": {
        "mcp crypto server": {
            "mcp-crypto-server-yanqinghao": {
                "command": "uv",
                "args": [
                    "venv"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "mcp crypto server": {
            "mcp-crypto-server-yanqinghao": {
                "command": "uv",
                "args": [
                    "venv"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "mcp crypto server": {
            "mcp-crypto-server-yanqinghao": {
                "command": "uv",
                "args": [
                    "venv"
                ]
            }
        }
    }
}

Setting up with Windsurf

Open Windsurf's preferences
Go to the Integrations section
Click "Add MCP Integration"
Use the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "mcp crypto server": {
            "mcp-crypto-server-yanqinghao": {
                "command": "uv",
                "args": [
                    "venv"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "mcp crypto server": {
            "mcp-crypto-server-yanqinghao": {
                "command": "uv",
                "args": [
                    "venv"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "mcp crypto server": {
            "mcp-crypto-server-yanqinghao": {
                "command": "uv",
                "args": [
                    "venv"
                ]
            }
        }
    }
}

Setting up with Cline

Open Cline's settings
Navigate to the Integrations section
Click "Add MCP Server"
Copy and paste the configuration below based on your operating system

Note: Make sure to restart Cline after adding the configuration.

JSON

{
    "mcpServers": {
        "mcp crypto server": {
            "mcp-crypto-server-yanqinghao": {
                "command": "uv",
                "args": [
                    "venv"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "mcp crypto server": {
            "mcp-crypto-server-yanqinghao": {
                "command": "uv",
                "args": [
                    "venv"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "mcp crypto server": {
            "mcp-crypto-server-yanqinghao": {
                "command": "uv",
                "args": [
                    "venv"
                ]
            }
        }
    }
}

Setting up with Goose

Open Goose's preferences
Go to the Integrations tab
Select "MCP Servers"
Click "Add New Server"
Use the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "mcp crypto server": {
            "mcp-crypto-server-yanqinghao": {
                "command": "uv",
                "args": [
                    "venv"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "mcp crypto server": {
            "mcp-crypto-server-yanqinghao": {
                "command": "uv",
                "args": [
                    "venv"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "mcp crypto server": {
            "mcp-crypto-server-yanqinghao": {
                "command": "uv",
                "args": [
                    "venv"
                ]
            }
        }
    }
}

From the repository

Install Python 3.9+, Docker, and uv, then clone the repository and set up the virtual environment. Configure TimescaleDB via Docker, copy and edit the .env file, and start the server with uv run python main.py. The server exposes MCP tools, resources, and prompts that can be called from MCP clients like Claude Desktop.

Claude Desktop / Cursor

Paste into your MCP client config file to install this server.

{
    "mcpServers": {
        "mcp crypto server": {
            "mcp-crypto-server-yanqinghao": {
                "command": "uv",
                "args": [
                    "venv"
                ]
            }
        }
    }
}

McpServers

{
    "mcp-crypto-server-yanqinghao": {
        "command": "uv",
        "args": [
            "venv"
        ]
    }
}

MCP Crypto Server

A high-performance cryptocurrency market data and analysis platform built with FastMCP, CCXT, TimescaleDB, and RSS feed integration.

Overview

MCP Crypto Server is a powerful platform that provides real-time cryptocurrency market data, advanced analytics, LLM-powered insights, and crypto news aggregation. Built on the Model Context Protocol (MCP), it enables seamless integration with AI applications while offering robust cryptocurrency exchange connectivity via CCXT, time-series data storage with TimescaleDB, and real-time news updates through RSS feeds.

Key Features

- Real-time Market Data: Access live cryptocurrency market data from multiple exchanges
- Historical Data Analysis: Query and analyze historical price and volume data
- LLM Integration: Leverage AI for market trend analysis and insights
- MCP Protocol Support: Easily integrate with AI applications using the Model Context Protocol
- Scalable Architecture: Handle high request volumes with optimized performance
- TimescaleDB Storage: Efficient time-series data storage and querying
- Multi-Exchange Support: Connect to various cryptocurrency exchanges via CCXT
- Crypto News Aggregation: Collect and analyze news from multiple crypto RSS feeds
- News Sentiment Analysis: AI-powered sentiment analysis of crypto news
- Custom RSS Feed Subscriptions: Configure and manage news sources

Architecture

┌─────────────────────────────────────────────────────────────────┐
│                      MCP Client Applications                     │
│   (Claude Desktop, Custom AI Applications, Analysis Tools)       │
└───────────────────────────────┬─────────────────────────────────┘
                                │
                                ▼
┌─────────────────────────────────────────────────────────────────┐
│                        FastMCP Server                            │
├─────────────┬─────────────────────┬────────────────┬────────────┤
│  Resources  │        Tools        │    Prompts     │  Schemas   │
│             │                     │                │            │
│ Market Data │  Market Analysis    │ Trading Rec.   │ Input/     │
│ Symbols     │  Price Data         │ Market Trend   │ Output     │
│ Historical  │  LLM Analysis       │ Analysis       │ Validation │
│ News Feed   │  News Analysis      │ News Impact    │            │
└─────────────┴─────────────────────┴────────────────┴────────────┘
                    │                      │
       ┌────────────┼──────────────────────┘
       │            │                │
       ▼            ▼                ▼
┌─────────────┐ ┌────────────┐ ┌────────────────────┐
│  Exchange   │ │    RSS     │ │  Database Service  │
│  Service    │ │  Service   │ │                    │
│             │ │            │ │    TimescaleDB     │
│     CCXT    │ │ Feed Parser│ │    Time-series     │
└─────────────┘ └────────────┘ └────────────────────┘

Technology Stack

- FastMCP: Server framework based on the Model Context Protocol
- CCXT: Library for cryptocurrency exchange connectivity
- TimescaleDB: Time-series database extension for PostgreSQL
- Python: Core programming language
- uv: High-performance Python package manager for dependency management
- feedparser: RSS feed parsing library
- NLTK/spaCy: Natural language processing for news analysis

Project Structure

mcp-crypto-server/
├── main.py                   # Main entry point with FastMCP server definition
├── config/                   # Configuration directory
│   ├── __init__.py
│   ├── settings.py           # Application settings and configuration
│   └── logging_config.py     # Logging configuration
├── resources/                # MCP resources
│   ├── __init__.py
│   ├── market_data.py        # Market data resources
│   ├── symbols.py            # Cryptocurrency symbols resources
│   ├── schemas.py            # Schema resources for the client
│   └── news.py               # News feed resources and endpoints
├── tools/                    # MCP tools
│   ├── __init__.py
│   ├── market_analysis.py    # Market analysis tools
│   ├── price_data.py         # Price retrieval tools
│   ├── llm_analysis.py       # LLM integration for data analysis
│   └── news_analysis.py      # News analysis and sentiment tools
├── services/                 # Service integrations
│   ├── __init__.py
│   ├── exchange_service.py   # Exchange API integration
│   ├── database_service.py   # Database service for storing data
│   ├── llm_service.py        # LLM service integration
│   └── news_service.py       # RSS feed management and processing
├── models/                   # Data models
│   ├── __init__.py
│   ├── market_data.py        # Data models for market data
│   ├── analysis.py           # Models for analysis results
│   └── news.py               # Models for news data and analysis
├── utils/                    # Utility functions
│   ├── __init__.py
│   ├── formatters.py         # Data formatting utilities
│   ├── validators.py         # Input validation utilities
│   └── feed_utils.py         # RSS feed utility functions
├── prompts/                  # MCP prompts
│   ├── __init__.py
│   ├── analysis_prompts.py   # Prompt templates for analysis
│   └── news_prompts.py       # Prompt templates for news analysis
├── pyproject.toml            # Project configuration and dependencies
└── uv.lock                   # Lock file for dependencies managed by uv

Installation

Prerequisites

- Python 3.9+
- Docker and Docker Compose
- uv package manager

Setup

1. Clone the repository:

   git clone https://github.com/yourusername/mcp-crypto-server.git

   cd mcp-crypto-server

2. Install uv if you don't already have it:

   curl -LsSf https://astral.sh/uv/install.sh | sh

3. Create a virtual environment and install dependencies:

   uv venv

   uv pip sync

4. Set up TimescaleDB using Docker:

   docker-compose up -d timescaledb

5. Configure your environment variables:

   cp .env.example .env

   # Edit .env with your configuration settings

Configuration

Edit the config/settings.py file to customize your application:

- Database connection parameters
- Exchange API keys and settings
- MCP server configuration
- LLM service settings
- RSS feed subscription settings
- News source configurations
- Logging levels and outputs

Configuring RSS Feeds

The system comes with predefined crypto news sources, but you can customize them:

```python

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Description

About

Details

Jump to

Setting up with Highlight

From the repository

Claude Desktop / Cursor

McpServers

MCP Crypto Server

Overview

Key Features

Architecture

Technology Stack

Project Structure

Installation

Prerequisites

Setup

Configuration

Configuring RSS Feeds

Install

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