Vector GraphQL MCP Server
JussCubs
README
Vector GraphQL MCP Server
This MCP server provides tools for querying the Vector GraphQL API:
fetch_leaderboard: Get Vector leaderboard datafetch_profile: Get detailed trader profile datafetch_token_data: Get trending Solana tokensfetch_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
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
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