Which servers are production‑ready?

Only the Python MCP server is marked as production‑ready; the Go and Rust servers are still in progress.

How do I run the servers?

Run `docker-compose up` to start all servers, or `docker-compose up mcp-python` for just the Python server. Docker and Docker Compose are required.

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MCP Servers

Production-ready Model Context Protocol (MCP) servers in Python, Go, and Rust for VS Code integration. Enables AI systems to interact with tools via

Local serverstdioPython

What is the MCP Servers?

Production-ready Model Context Protocol (MCP) servers in Python, Go, and Rust for VS Code integration. Enables AI systems to interact with tools via standardized

The short version

A collection of Model Context Protocol (MCP) servers implemented in different programming languages for use with VS Code and other MCP clients.

This repository contains MCP server implementations in three languages:

What it needs from you

Docker and Docker Compose - VS Code (for client integration)

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Configuration

Docker and Docker Compose - VS Code (for client integration)

Example prompts to try

“Use MCP Servers to Server.”
“Use MCP Servers to Prerequisites.”

Frequently asked questions

The Model Context Protocol is a protocol designed for communication between AI agents and tools/services, enabling AI systems to interact via a standardized interface.