Advertise
MCP.so
Sign In

What? MCP Server

@bkakadiya

Repository

Basic information

Category

Reasoning

Transports

stdio

Author

bkakadiya

About What? MCP Server

Sample Application showing Agentic AI using MCP servers interacting with REST Services, Database and File Store

What? MCP Server config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "agentic-ai-mcp": {
      "command": "python",
      "args": [
        "-m",
        "venv",
        "venv"
      ]
    }
  }
}

What? MCP Server tools

Tool list not available yet

This listing does not currently have a tool list to display. This does not mean the server has no tools; check its documentation for supported capabilities.

We auto-extract tools from the README. The maintainer can list them under a ## Tools heading to populate this section.

Overview

What is What?

What? is a sample application demonstrating Agentic AI using an MCP server that connects to a REST API, PostgreSQL database, and document storage. It is intended for developers learning to build AI agents that interact with multiple data sources via the MCP protocol.

How to use What?

Install UV and dependencies from pyproject.toml, activate a virtual environment, and populate sample financial transaction data with python util/populate_data.py. Configure the MCP client (Claude for Windows) by placing a modified claude_desktop_config.json in the Claude app data folder, then restart Claude Desktop.

Key features of What?

  • Sample application for Agentic AI with MCP
  • Connects to REST API, PostgreSQL, Document Storage
  • Populates financial transaction test data
  • Configured for Claude Desktop as MCP client

Use cases of What?

  • Learning how to build an MCP server that aggregates REST, database, and document sources
  • Prototyping an AI agent that answers queries using financial transaction data

Frequently asked questions

1

What dependencies does What? require?

Python, UV, a virtual environment, and packages defined in `pyproject.toml`. It also requires an Alpha Vantage API key and PostgreSQL credentials.

2

How do I populate sample data?

Run `python util/populate_data.py` after installing dependencies.

3

How is the MCP client configured?

Copy the sample config file from `config/sample_claude_desktop_config.json` to the Claude app data folder, rename it, and update the API key and database connection details.

Comments

More Reasoning MCP servers

iFlytek Workflow MCP Server

iflytek

This a simple implementation of an MCP server using iFlytek. It enables calling iFlytek workflows through MCP tools.

28

Agentic Swmm Workflow

Zhonghao1995

Agentic SWMM is an automated, auditable, and memory-informed framework for reproducible stormwater modelling, integrating QGIS and EPA SWMM through the aiswmm runtime, reusable Skills, and MCP interfaces, with QA verification, provenance tracking, calibration support, and Codex,

30

MCP Sandbox

danstarns

Turn any JavaScript module into a sandboxed MCP (Model Context Protocol) server with automatic reflection and type inference.

5

Unified MCP Suite

Godzilla675

A suite of Model Context Protocol (MCP) servers designed to enhance AI agent capabilities. Provides tools for media search/understanding (images, video), web information retrieval, PDF generation, and PowerPoint presentation creation, enabling agents to interact with diverse data

19

Sandbox Mcp

pottekkat

A Model Context Protocol (MCP) server that enables LLMs to run ANY code safely in isolated Docker containers.

118
Advertise