MCP Server Docker Execution and Client Setup Guide
Dockerized MCP server environments for seamless agent-tool integration.
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Receiptsapi Mcp
# ReceiptsAPI MCP Server Use ReceiptsAPI directly inside **Claude Desktop** and any MCP-compatible AI client. Parse receipts, invoices, and documents without…
Red-team-mcp
# Red-team-mcp An MCP (Model Context Protocol) server for AI agents to use during red teaming exercises. ## Overview This server provides resources and tools…
Minio MCP Service
This project implements a Model Context Protocol (MCP) server and client for MinIO object storage, providing a standardized way to interact with MinIO.
Sonarr MCP Server
# Sonarr MCP Server [](https://github.com/Jacques-Mu…
Add API key to .env file
A simplest MCP system implemented in Python, including a client and several servers.
Currency Exchange Service
A real-time currency exchange service built with Python and MCP (Model Context Protocol). Provides exchange rates between any two supported currencies and…
Google A2A Agent Example
Example implementation of the Google A2A protocol with a Flask server and Python client. Includes web search integration via MCP
Model Context Protocol (MCP) Server 🚀
# Model Context Protocol (MCP) Server 🚀 ## Overview 📚  The Model…
MCP + OAuth2.1 + AWS Cognito Example
MCP Server Authorization Example with AWS Cognito
DateTime MCP Server
# DateTime MCP Server A MCP (Model Completions Protocol) server that provides datetime functionality along with simple note management. ## Overview This server…
Couchbase MCP Server (TypeScript/Bun Version)
# Couchbase MCP Server (TypeScript/Bun Version) An [MCP](https://modelcontextprotocol.io/) server implementation of Couchbase that allows LLMs to directly…
Implementing OAuth for Streamable HTTP Server & Client without PKCE
MCP Streamable HTTP Server with Device Flow OAuth
MCP Server template for better AI Coding
This template provides a streamlined foundation for building Model Context Protocol (MCP) servers in Python. It's designed to make AI-assisted development of…
llm-mcp-server-template
llm-mcp-server-template is a template project for developing LLM-MCP (Model Context Protocol) servers. It demonstrates a simple number comparison server and…
MCP Terminal Server - Windows Setup
# MCP Terminal Server - Windows Setup ## What is MCP? MCP (Model Context Protocol) allows communication between external tools and AI-Client (here Claude-AI)…
Azure Model Context Protocol (MCP) Hub
Links to samples, tools, and resources for building and integrating Model Context Protocol (MCP) servers on Azure using multiple languages
MCP Server for Documentation Search
# MCP Server for Documentation Search This project implements a custom MCP (Model Control Protocol) server that enables Claude to search through documentation…
Redshift MCP Server
# Redshift MCP Server A Model Context Protocol (MCP) server for Amazon Redshift that enables AI assistants to interact with Redshift databases. ## Introduction…
AWS Bedrock Logs MCP
# AWS Bedrock Logs MCP A command-line interface and API for analyzing AWS Bedrock usage and logs through [Anthropic's MCP (Model Control…
Mermaid Doc MCP Server
# Mermaid Doc MCP Server Mermaid Doc MCP Server is a server for generating Mermaid documents. ## Features - **List Diagrams**: List all available Mermaid…
GitHub MCP Server
# GitHub MCP Server A Model Context Protocol (MCP) server for GitHub repositories, built using the Python SDK. ## Overview This server implements the [Model…
FastAPI MCP Server + LangChain Client Example
Example project demonstrating how to expose FastAPI endpoints as Model Context Protocol (MCP) tools using `fastapi-mcp`. Includes a basic LangChain agent…
: The Fastest Way to Build MCP Servers
The easiest path to getting an MCP server going