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PancakeSwap PoolSpy MCP Server

PancakeSwap PoolSpy MCP Server

by k-lordbodin7

PancakeSwap PoolSpy MCP Server

An MCP server that tracks newly created liquidity pools on Pancake Swap, providing real-time data for DeFi analysts, traders, and developers.

License Python

Features

  • Real-Time Pool Tracking: Fetches pools created within a specified time range (default: 5 minutes).

  • Customizable Queries: Adjust the time range (in seconds) and the number of pools returned (default: 100).

  • Detailed Metrics: Includes pool address, tokens, creation timestamp, block number, transaction count, volume (USD), and total value locked (USD).

Related MCP server: uniswap-poolspy-mcp

Prerequisites

  • Python 3.10+: Ensure Python is installed on your system.

  • The Graph API Key: Obtain an API key from The Graph to access the PancakeSwap subgraph.

Installation

Installing via Smithery

To install PancakeSwap PoolSpy for Claude Desktop automatically via Smithery:

npx -y @smithery/cli install @kukapay/pancakeswap-poolspy-mcp --client claude
  1. Clone the Repository:

    git clone https://github.com/kukapay/pancakeswap-poolspy-mcp.git
    cd pancakeswap-poolspy-mcp
  2. Install Dependencies: Install the required Python packages using uv:

    uv add mcp[cli] httpx dotenv
  3. Client Configuration

    {
      "mcpServers": {
        "PancakeSwap-PoolSpy": {
          "command": "uv",
          "args": ["--directory", "path/to/pancakeswap-poolspy-mcp", "run", "main.py"],
          "env": {
            "THEGRAPH_API_KEY": "your api key from The Graph"
          }
        }
      }
    }

Usage

Running the Server

Run the server in development mode to test it locally:

mcp dev main.py

This launches the MCP Inspector, where you can interact with the get_new_pools_bsc tool.

Available Tool

get_new_pools_bsc(time_range_seconds: int = 300, limit: int = 100)

Fetches a list of newly created PancakeSwap pools on BNB Smart Chain.

  • Parameters:

    • time_range_seconds (int): Time range in seconds to look back for new pools. Default is 300 seconds (5 minutes).

    • limit (int): Maximum number of pools to return. Default is 100 pools.

  • Returns: A formatted string listing pool details or an error message if the query fails.

  • Example Outputs:

    • Default (last 5 minutes, up to 100 pools):

      get_new_pools_bsc()
      Newly Created Trading Pools (Last 5 Minutes, Limit: 100):
      Pool Address: 0x1234...5678
      Tokens: WETH/USDC
      Created At: 2025-03-16 12:00:00 UTC
      Block Number: 12345678
      Transaction Count: 10
      Volume (USD): 1234.56
      Total Value Locked (USD): 5678.90
      
      Pool Address: 0x9abc...def0
      Tokens: CAKE/BNB
      Created At: 2025-03-16 12:01:00 UTC
      Block Number: 12345679
      Transaction Count: 5
      Volume (USD): 789.12
      Total Value Locked (USD): 3456.78
    • Custom (last 10 minutes, up to 50 pools):

      get_new_pools(600, 50)
      Newly Created Trading Pools (Last 10 Minutes, Limit: 50):
      [pool details...]

Example Prompts:

  • "list newly created PancakeSwap pools from the last 1 hours."

  • "Display PancakeSwap pools created within the last 2 minutes."

License

This project is licensed under the MIT License. See the LICENSE file for details.

Available Tools

1 tool
get_new_pools_bscA

Returns a list of trading pools created in the specified time range on Pancake Swap V3 BNB Smart Chain.

Parameters: time_range_seconds (int): The time range in seconds to look back for new pools. Default is 300 seconds (5 minutes). limit (int): The maximum number of pools to return. Default is 100 pools.

Inputs: time_range_seconds, limit.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    TDQS

    A3.6/5.0

    Scored across 1 tool

    Disambiguation5/5

    With only one tool, there is no possibility of ambiguity or overlap between tools. The tool's purpose is clearly defined and distinct by default.

    Naming Consistency5/5

    A single tool inherently has perfect naming consistency, as there are no other tools to compare against. The name 'get_new_pools_bsc' follows a clear verb_noun_domain pattern.

    Tool Count2/5

    One tool is too few for a server focused on monitoring PancakeSwap pools, as it lacks essential operations like retrieving pool details, tracking liquidity changes, or analyzing historical data. This severely limits the server's utility for comprehensive agent workflows.

    Completeness2/5

    The tool surface is severely incomplete for the PancakeSwap monitoring domain. While it covers new pool discovery, it lacks tools for querying existing pools, checking pool metrics (e.g., volume, fees), or performing deeper analysis, leaving significant gaps that will hinder agent tasks.

    Maintenance

    ActivityInactive
    ResponsivenessOutdated data

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