claude-mcp-pipeline

Claude MCP is an AI agent designed to streamline data analysis and file management. It allows users to perform data analysis without the need for SQL or Excel, and facilitates file movement and renaming through AI communication. This enhances workflow efficiency and enables users to focus on the structure of their analysis.

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In February 2025, I developed a new AI Agent, Claude + MCP, helping me data analysis and file organization

Data Analysis Demo



Here are the questions I'm interested in answering:
  1. Why do we need to ask, copy, and paste code into other tools just to test if the code works?
  2. What does next-generation analysis look like?
  3. How can we develop our own AI agent?
I took the following steps to create my AI agent:
  1. Downloaded Claude MCP and SQLite
  2. Modified claude_desktop_config.json
  3. Set up my agent's to become data analyst and file manager in the JSON file
Here is my demo:
1. Data Analysis – No need to use SQL or Excel to generate plots

https://www.loom.com/share/d3e1c0f0203642dea0ff3d63f0e9b96e?sid=dad16c08-cbc8-4571-8cd9-952304fd3ac9

2. Filesystem – Files are moved and renamed through AI communication

https://www.loom.com/share/d694318e1b104aaca72ed02012e0c857?sid=ed1681ba-6320-4b9b-a66c-0befcaf44615

Claude MCP helps streamline the workflow and saves us time, allowing us to focus on the structure of analysis.