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sriharsha-inthub

FastMCP Tools Calculator

by sriharsha-inthub
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Python

1. Virtual env setup & install pre-requisites

echo "Create a virtual environment"
python -m venv .venv

echo "Activate the virtual environment"
.venv/Scripts/activate.bat

echo "Install all pre-requisites/packages"
pip install -r requirements.txt

echo "Optional - upgrade pip"
python.exe -m pip install --upgrade pip

1.1 Explore & Test -FastMCP - Stdio ONLY

echo "Required package is fastmcp"
echo "pip install fastmcp"

echo "Run mcp server"
python quickstart/calculator_stdio.py

echo "In a new terminal; inspect mcp"
npx @modelcontextprotocol/inspector python quickstart/calculator_stdio.py

echo "Explore mcp inspector; connect & test resources - tools."

Related MCP server: Calculator MCP Server

1.2 Explore & Test -FastAPI-MCP

echo "Required packages are fastapi, fastapi-mcp & uvicorn (server)"
echo "pip install fastapi fastapi-mcp uvicorn[standard]"
echo "Run mcp server"
python quickstart/calculator_api_http.py

echo "In a new terminal; inspect mcp"
npx @modelcontextprotocol/inspector python quickstart/calculator_api_http.py

echo "Explore mcp inspector; connect & test resources - tools."

Generate mcp-json config.

fastmcp install mcp-json --server-spec quickstart/calculator_http.py --copy

1.3 MuleSoft Runtime Versions Scraper

echo "Run MuleSoft scraper as HTTP server"
python quickstart/rssfeed_http.py

echo "Run MuleSoft scraper as Stdio server"
python quickstart/rssfeed_stdio.py

echo "In a new terminal; inspect mcp"
npx @modelcontextprotocol/inspector python quickstart/rssfeed_http.py

echo "Explore mcp inspector; connect & test resources - tools."

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One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

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Resources

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