What is MCP?
MCP (Model Context Protocol) lets you build servers that expose data and functionality to LLM applications in a secure, standardized way. It separates the concerns of providing context from the actual LLM interaction.
@abhimvp
基本情報
build a custom MCP server in Python and connect that to an AI agent.
以下の設定を使って、このサーバーを MCP 対応クライアントに追加してください。
{
"mcpServers": {
"CustomMCPServer": {
"command": "uv",
"args": [
"init",
"."
]
}
}
}ツール一覧はまだありません
この掲載には表示できるツール一覧がまだありません。サーバーにツールがないという意味ではありません。対応機能はプロジェクトのドキュメントをご確認ください。
ツールは README から自動的に抽出されます。メンテナーは ## Tools という見出しの下に記載することで、このタブに反映できます。
CustomMCPServer is a tutorial and code example for building a custom MCP (Model Context Protocol) server in Python. It demonstrates how to create a server that exposes data and functionality to LLM applications in a secure, standardized way, similar to a web API but designed for LLM interactions.
Start by creating a uv‑managed project with uv init ., then add the MCP CLI dependency with uv add "mcp[cli]". Activate the virtual environment, run uv run mcp install main.py to install the server in Claude Desktop, and restart the Claude app to see the server appear. For an advanced server, add black and then run uv run mcp install adv_main.py.
MCP (Model Context Protocol) lets you build servers that expose data and functionality to LLM applications in a secure, standardized way. It separates the concerns of providing context from the actual LLM interaction.
You need Python, `uv` (the project manager), and the `mcp[cli]` package. For the advanced server, `black` is also added.
Run `uv run mcp install main.py` (or `uv run mcp install adv_main.py` for the advanced version). This adds the server to Claude’s configuration file (`claude_desktop_config.json`).
Close the Claude app completely (use Task Manager to end the process), wait a moment, then reopen the app. The MCP server should spin up and appear.
Yes. The tutorial shows how to add tools (e.g., to connect to a database) and then ask Claude to use them, such as creating 100 fake users automatically.
A search tool helps dev to solve the naming things problem.
A curated list of references for MLOps

Soar Flight Booking MCP is a remote MCP server available at https://mcp.soar.flights.
MCP Toolbox for Databases is an open source MCP server for databases.

Yuppsy MCP: build and publish real estate websites from your AI assistant. Yuppsy lets your AI assistant create live websites for real estate agents and individual property listings. You don't need a designer or any code
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