PancakeSwap PoolSpy MCP Server
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@PancakeSwap PoolSpy MCP Server show me new pools from the last 10 minutes"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
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.
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 claudeClone the Repository:
git clone https://github.com/kukapay/pancakeswap-poolspy-mcp.git cd pancakeswap-poolspy-mcpInstall Dependencies: Install the required Python packages using uv:
uv add mcp[cli] httpx dotenvClient 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.pyThis 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): 3456.78Custom (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 toolget_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
Scored across 1 tool
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.
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.
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.
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.
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