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Model Context Protocol (MCP) Tips and Best Practices

A collection of tips and best practices for working with Model Context Protocol (MCP) servers

MCP Servers and Tools I Use

A documentation of MCP servers and tools I use with Claude

multiplexermcp

demo multiplexing mcp servers

MCP Servers

mcpo-docker

An example Docker image for mcpo, a tool that exposes MCP (Model Context Protocol) servers as OpenAPI-compatible HTTP endpoints for OpenWebUI.

ToolHive - making MCP servers easy and secure

Run and manage MCP servers easily and securely

Useful Model Context Protocol Servers (MCPS)

A collection of standalone Python scripts that implement Model Context Protocol (MCP) servers for various utility functions. Each server provides specialized tools that can be used by AI assistants or

MCP Joke Server with Authentication

Play around with mcp-servers and their mcp-client authentication options

mcp_ctl

A package manager to manage all your mcp servers across platforms

Ruby Lambda Template

Lambda Ruby App Demoing MCP Servers

MCP Server Boilerplate (TypeScript)

TypeScript boilerplate for MCP servers using the official SDK, with support for stdio/http, logging, docker, and tests.

MCP Ctl

A package manager to manage all your mcp servers across platforms

MCP Servers for Teams

Example Deployment for MCP Servers

Whistle MCP Server

A Whistle proxy management tool based on Model Context Protocol that allows AI assistants to directly control local Whistle proxy servers, simplifying network debugging, API testing, and proxy rule co

Awesome MCP Servers 🌟

A comprehensive collection of Model Context Protocol (MCP) servers

FastMCP Server Generator

A specialist MCP server that helps users create custom MCP servers

mcp_stdio2sse

SSE Version of Stdio MCP servers

Awesome MCP Servers

Aisera MCP Servers

Repo to hold Aisera Public MCP Servers

Mcp

This is hobby for testing MCP servers

MCP Server for cryptographic hashing

A Model Context Protocol (MCP) server for calculating MD5 and SHA-256 hashes, complete with tools and guides for understanding and building MCP servers. Works with Claude Desktop & VSCode.

MCP Server Markup Language (MCPML)

MCP Server Markup Language (MCPML) - A Python framework for building MCP Servers with CLI and OpenAI Agent support.

Docker Build and Deployment Guide (mcpo project)

An example Docker image for mcpo（with npm,curl,nodejs,uv Pre-Built;Pre-Built MCP:amap;baidumap;server-brave-search; tavily;fetch）, a tool that exposes MCP (Model Context Protocol) servers as OpenAPI-c

mcp-servers

Neutree MCP servers