disler/quick-data-mcp
149 stars · Last commit 2025-06-01
Prompt focused MCP Server for .json and .csv agentic data analytics for Claude Code
README preview
# MCP From Zero: Quick Data > Purpose: Learn to build Powerful Model Context Protocol (MCP) servers by scaling tools into reusable agentic workflows (ADWs aka Prompts w/tools). ## Quick-Data > Quick-Data is a MCP server that gives your agent arbitrary data analysis on .json and .csv files. > > We use quick-data as a concrete use case to experiment with the MCP Server elements specifically: Prompts > Tools > Resources. > > See [quick-data-mcp](quick-data-mcp/README.md) for details on the MCP server <img src="./images/mcp-server-prompts.png" alt="MCP Server Prompts" style="max-width: 800px;"> ## Leading Questions We experiment with three leading questions: 1. How can we MAXIMIZE the value of custom built MCP servers by using tools, resources, and prompts TOGETHER? 2. What's the BEST codebase architecture for building MCP servers? 3. Can we build an agentic workflow (prompt w/tools) that can be used to rapidly build MCP servers?