Provides access to wallet analysis data from the kukapay/pumpfun-wallets-mcp GitHub repository, which contains tools for analyzing trading activity and profitability on Pump.fun and PumpSwap platforms.
Utilizes Python 3.10+ as the implementation language for the MCP server's wallet analysis functionality, with the server being installable and runnable through Python package management tools.
Incorporates Shields.io badges in the README to display project information such as license, Python version requirements, and project status.
Pumpfun Wallets MCP
An MCP server that analyzes wallets’ trading activity and profitability on Pump.fun and PumpSwap.
Features
- Total Wallets: Retrieve the total number of wallets on Pumpfun and Pumpswap.
- Top Profitable Wallets: Fetch the top wallets by realized profit over the last 30 days, with rank, wallet address, profit, and last transaction timestamp.
- Top Trading Wallets: Get the top wallets by all-time trading volume, including trade count and total volume in USD.
- Wallet Distribution: View the distribution of wallets by trading volume tiers, excluding bots, for insights into trading activity.
- Tabulated Output: Returns data in a clean, tabulated string format for easy readability.
Prerequisites
- Python 3.10+
- A valid Dune Analytics API key
Installation
- Clone the Repository:
- Install Dependencies:
- Installing to Claude Desktop: Install the server as a Claude Desktop application:Configuration file as a reference:Replace
/path/to/pumpfun-wallets-mcp
with your actual installation path, anddune_api_key
with your API key from Dune Analytics.
Tools
The server provides the following tools, accessible via the MCP interface or API:
get_total_wallets()
- Description: Retrieves the total number of wallets on Pumpfun and Pumpswap.
- Returns: Integer (total wallet count, or 0 on error).
- Example:
get_alpha_wallets(limit: int = 100)
- Description: Fetches the top profitable wallets for the last 30 days, including rank, wallet address, realized profit (USD), and last transaction timestamp.
- Parameters:
limit
(optional, default: 100) - Maximum number of wallets to return. - Returns: Tabulated string with wallet data, or empty string on error.
- Example:
Output:
get_trading_wallets(limit: int = 10)
- Description: Retrieves the top wallets by all-time trading volume, including rank, wallet address, trade count, and total volume (USD).
- Parameters:
limit
(optional, default: 10) - Maximum number of wallets to return. - Returns: Tabulated string with wallet data, or empty string on error.
- Example:
Output:
get_trading_wallet_distribution()
- Description: Fetches the distribution of wallets by trading volume tiers (excluding bots).
- Returns: Tabulated string with volume tiers and wallet counts, or empty string on error.
- Example:
Output:
License
This project is licensed under the MIT License. See the LICENSE file for details.
remote-capable server
The server can be hosted and run remotely because it primarily relies on remote services or has no dependency on the local environment.
An MCP server that analyzes wallets’ trading activity and profitability on Pump.fun and PumpSwap.
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