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A basic MCP Server implementation demonstrating core features and tools.

An Angular project with Angular CLI MCP server

MCP Testing Harness: Install dependencies and run the server to test forms locally.

Personal AI Project Based on Spring AI and RAG

Timestamp MCP provides current timestamp info for time-aware conversations.

DotNetMCP is a .NET Core Web API for MCP, offering diagnostics, tool execution, SSE, and SQL Server support.

Design an MCP Client in Gradio

Simple JS Stacktrace MCP for getting the nearest error location from JS asset URL and let LLM checks if it matches anything with current codebase. Designed for non-sourcemap users.

MCP-Tavily is a FastAPI client for interacting with the Zapier MCP server, fetching available tools.

An MCP server leveraging the Skate AMM SDK & Goat SDK - powering DeFi activity

MCP-NODE-TS is a TypeScript-based server for managing MCP functionalities.

Build your own MCP Server with Python and ask questions about companies listed on Crunchbase!

An MCP server for creating and analyzing Mermaid flowcharts.

A Python toolkit for managing multiple MCP servers with 20 pre-configured setups.

Templates and components for integrating MCP servers with .NET Aspire.

MCP-Adapters converts MCP resources for LangChain-Go integration with support for various protocols.

a2a-mcp is a project for managing MCP servers efficiently.

BankBrain is a cloud-ready microservices banking backend built with Python, FastAPI, Docker, and Kubernetes. It features multi-agent automation via MCP, mock banking APIs, and an in-memory smoke test framework to validate secure transactions, tool calls, and agent coordination.

MCP UI SDK for building and managing Model Context Protocol applications.

This repo demonstrates how to set up and use the **Playwright MCP Agent** with **GitHub Copilot** to build intelligent, prompt-driven test automation.

Meta-skill for mastering Claude Code configuration: skills, subagents, hooks, permissions, and MCP servers

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Playwright framework for end-to-end web automation testing 🔹 Features: Implements Page Object Model (POM) for scalable UI automation Utilizes structured folder hierarchy for maintainability Supports dynamic test data handling via JSON Includes logging & assertion utilities for better debugging Optimized for CI/CD workflows with Jenkinsfile

MCP Server implementation for Meetup

Phalcon MCP Server for managing Phalcon 5.0.x projects and commands.

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

# Intelligent Code Review Server Based on Model Context Protocol (MCP) An intelligent code review server that uses Excel lists for code quality checks.

A comprehensive collection of MCP (Model Context Protocol) servers including GitHub, Vercel, and PyMuPDF4LLM implementations with setup guides and utilities

Twitter / X MCP Server

This project provides a remote MCP (Model Context Protocol) server for interacting with the Devin API. It is built with TypeScript and designed to be deployed as an Azure Function App.

MCP-MultiCore is a gateway for discovering and calling tools on MCP servers with a JSONRPC dashboard.

MCP Server for Social Layer API

# MCPWrapper MCPWrapper wraps Python packages as MCP services, exposing module functions via command line for access by MCP clients without code changes. This service allows clients that support the MCP (MCP Protocol) to call the functions without modifying the original code.

A bundled artifact for connecting MCP clients to JetBrains IDE MCP Server via stdio.

MCP server for Advent of Code

This is an MCP SDK (written in Golang) implemented with reference to the modelcontextprotocol/typescript-sdk repository. Using this SDK, you can implement an MCP server in Go with almost the same programming experience as the widely adopted modelcontextprotocol/typescript-sdk. It's not an exaggeration to say that we've replaced it with Go.

A tutorial for developing MCP servers with examples and debugging tools.

VSCode extension for connecting to multiple MCP servers with lifecycle management.

support EndstoneMC development.

Horologic MCP is a TypeScript time server for IANA timezone operations, supporting MCP protocol.

MCP-Server-Ideas holds plans and notes for MCP server implementations.

A Cloudflare MCP Server example using Bearer Token for authentication.

MCP Server AST Service

A simple MCP server for code documentation

MCP Server enables Solana crypto wallet integration with AI assistants.

eShopLite is a .NET eCommerce reference app with features like Semantic Search and MCP.

A Deno template for creating Model Context Protocol (MCP) servers.

Dynamic Context MCP injects context into AI conversations based on file paths.

MegaMCP is a server framework for managing Minecraft server plugins efficiently.

A Spring Boot demo server providing weather forecasts and alerts using NWS APIs.