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by shelwyn • Tools & CLI
An HTTP-based MCP server that provides tools to generate random user profiles and integrates them with a chatbot and Claude Desktop.
Realistic synthetic user profiles for testing, demos, or anonymized examples (name, country, age, etc.).
Call external tools via the Model Context Protocol to augment LLM responses with structured, retrievable data.
Integrate HTTP-based tools with Claude Desktop via a subprocess proxy, enabling tool usage from Claude's MCP UI.
This project implements a FastAPI-based MCP server that exposes tools for fetching random user profiles from randomuser.me (single, multiple, and gender-filtered). It includes a command-line chatbot that uses these tools and falls back to Google Gemini-2.0-Flash for general queries, plus a proxy to bridge the HTTP MCP server to Claude Desktop's stdio MCP interface. The setup is extensible, making it easy to add new tools and integrate with other agents or LLMs for richer tool-augmented behavior.
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