reading-plus-ai/mcp-server-data-exploration
mcp-server-data-exploration is hosted online, so all tools can be tested directly either in theInspector tabor in theOnline Client.
If you are the rightful owner of mcp-server-data-exploration and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.
MCP Server is a versatile tool designed for interactive data exploration.
Try mcp-server-data-exploration with chat:
Tools
Functions exposed to the LLM to take actions
load_csv
Load CSV File Tool
Purpose: Load a local CSV file into a DataFrame.
Usage Notes: • If a df_name is not provided, the tool will automatically assign names sequentially as df_1, df_2, and so on.
run_script
Python Script Execution Tool
Purpose: Execute Python scripts for specific data analytics tasks.
Allowed Actions 1. Print Results: Output will be displayed as the script’s stdout. 2. [Optional] Save DataFrames: Store DataFrames in memory for future use by specifying a save_to_memory name.
Prohibited Actions 1. Overwriting Original DataFrames: Do not modify existing DataFrames to preserve their integrity for future tasks. 2. Creating Charts: Chart generation is not permitted.
Prompts
Interactive templates invoked by user choice
explore-data
A prompt to explore a csv dataset as a data scientist
Resources
Contextual data attached and managed by the client
Data Exploration Notes
URI: data-exploration://notes
MIME: text/plain
Notes generated by the data exploration server
