Vector GraphQL MCP Server

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

• fetch_leaderboard: Get Vector leaderboard data

• fetch_profile: Get detailed trader profile data

• fetch_token_data: Get trending Solana tokens

• fetch_token_broadcasts: Get broadcasts for a specific token

Setup

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

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

If you don't have uv installed, you can install it following the instructions at https://github.com/astral-sh/uv.

Alternatively, you can use pip:

pip install -r requirements.txt

Related MCP server: mcp-server-docker

Usage

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

# OR if you're using pip
mcp dev vector_server.py

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

# OR if you're using pip
mcp install vector_server.py

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

Fetches Vector leaderboard data:

• leaderboard_type: The type of leaderboard (default: 'PNL_WIN')

fetch_profile

Fetches detailed profile data for a Vector trader:

• username: Vector username to fetch

fetch_token_data

Fetches trending Solana tokens from Vector. This tool has no parameters and returns trending tokens with 5-minute broadcast activity.

fetch_token_broadcasts

Fetches broadcasts for a specific token:

• token_id: Vector token ID