Vector Graphql MCP Server

This project is a Vector GraphQL MCP server that provides tools for querying data on the Vector trading platform, including functions such as leaderboards, trader profiles, popular tokens, and token broadcasts.

Finance Research and data #Trading Data #GraphQL #MCP Service #Blockchain .Python

rating : 2 points

downloads : 8.9K

update time : 2025-04-23

Open Site

What is the Vector GraphQL MCP Server?

This is a server based on the Model Context Protocol (MCP), specifically designed for querying the GraphQL API of the Vector platform. It provides easy - to - use tools to obtain trading data, user information, and token trends, etc.

How to use the Vector GraphQL MCP Server?

You can use these functions through a simple command - line tool or by integrating it into Claude Desktop. After installation, simply call the corresponding tool name and provide the necessary parameters to obtain data.

Use Cases

Suitable for researchers who need to analyze trading data on the Vector platform, investors who are concerned about the performance of specific traders, and cryptocurrency enthusiasts who want to obtain information on Solana token trends.

Main Features

Trading Leaderboard

Obtain trading leaderboard data of different categories on the Vector platform, such as the profit leaderboard, etc.

Trader Profile

Query detailed profiles and performance data of specific traders.

Popular Tokens

Obtain currently popular tokens on the Solana blockchain and their broadcast activity data within 5 minutes.

Token Broadcasts

Query relevant broadcast information of specific tokens.

Advantages

Simple and easy - to - use command - line interface

Provides a unified access method for various Vector platform data

Supports quick integration into Claude Desktop

Limitations

Requires basic knowledge of command - line usage

Only supports data query on the Vector platform

Some advanced functions may require additional configuration

How to Use

Install Dependencies

First, you need to install the Python environment and necessary dependency packages.

Run in Development Mode

Use the following command to start the development server.

Install to Claude Desktop

Integrate the server into the Claude Desktop environment.

Usage Examples

Analyze Top Traders

Obtain data of the top 100 traders on the profit leaderboard

Research Specific Traders

Gain in - depth understanding of a trader's historical performance and trading strategies

Discover Popular Tokens

Identify currently active tokens on Solana

Frequently Asked Questions

What should I do if I get the error 'package mcp has no extra cli' during installation?

How can I view all available leaderboard types?

What is the update frequency of the obtained token data?

Related Resources

GitHub Repository

Project source code repository

uv Installation Guide

Installation instructions for the Python package management tool uv

Vector Official Website

Official website of the Vector platform

🚀 Vector GraphQL MCP Server

This MCP server provides utilities for querying the Vector GraphQL API:

fetch_leaderboard: Retrieve leaderboard data from the Vector platform.
fetch_profile: Get detailed profile information of traders.
fetch_token_data: Obtain popular Solana token data.
fetch_token_broadcasts: Retrieve broadcast information for specific tokens.

🚀 Quick Start

✨ Features

This MCP server offers several useful tools for interacting with the Vector GraphQL API, including functions to fetch leaderboard data, trader profiles, token data, and token broadcasts.

📦 Installation

# Clone the repository
git clone https://github.com/JussCubs/mcp-server-test.git
cd mcp-server-test

# Install dependencies using uv
uv add "mcp[cli]" httpx

If you haven't installed uv yet, you can follow the instructions on https://github.com/astral-sh/uv to install it.

Alternatively, you can use pip:

pip install -r requirements.txt

💻 Usage Examples

Basic Usage

# Run in development mode and use the MCP Inspector
uv run mcp dev vector_server.py

# Or if using pip
mcp dev vector_server.py

# Install it in the Claude Desktop environment
uv run mcp install vector_server.py

# Or if using pip
mcp install vector_server.py

📚 Documentation

Troubleshooting

If you see a warning like The package 'mcp==X.X.X' does not have an extra named 'cli', you may need to install the CLI tools separately:

pip install mcp httpx "click>=8.0" "rich>=10.0" "typer>=0.9.0"

Tool Documentation

fetch_leaderboard

Used to retrieve leaderboard data from the Vector platform:

leaderboard_type: Type of the leaderboard (default is 'PNL_WIN').

fetch_profile

Used to get detailed profile information of a specific trader:

username: Vector username.

fetch_token_data

Used to obtain popular Solana token data on the Vector platform. This tool has no parameters and returns popular tokens with broadcast activities in the past 5 minutes.