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A practical implementation demonstrating ADK (Agent Development Kit) as an MCP (Model Context Protocol) client for flight search capabilities.

An open framework for scoring how well an MCP tool definition communicates to an AI agent – the Tool Definition Quality Score (TDQS).

RevitMCPSDK is a comprehensive software development kit for Autodesk Revit that implements the Model Context Protocol (MCP).

A Model Context Protocol (MCP) server that provides AI assistants with the ability to interact with Ansys simulation software.

WigAI is a Model Context Protocol (MCP) server implemented as a Bitwig Studio extension. It provides an interface for external AI assistants to control Bitwig Studio through simple text-based...

arifOS evaluates identity, evidence, authority, risk, and reversibility before an AI agent may execute a consequential action.

CLI tool to scaffold ERC-8004 compliant AI agents with A2A, MCP, and x402 payment support.

📈 - get comprehensive stock market data, news, financials, and more.

A Python-based trading assistant that connects to a Zerodha MCP server to help users manage their trading account.

This repository demonstrates for using CrewAI with MCP (Model Context Protocol) to interact with external tools and services through a standardized protocol.

A Model Context Protocol (MCP) server for interacting with Figma designs. This server allows Claude AI to extract design information from Figma files and create or update designs using the Figma...

A Mattermost integration that connects to Model Context Protocol (MCP) servers, leveraging a LangGraph-based AI agent to provide an intelligent interface for interacting with users and executing...

An MCP server that hosts finite state machines as dynamic resources that multiple clients can subscribe to and be updated when their state changes.

This repository contains TypeScript packages for integrating Ory authentication and access control with the Model Context Protocol (MCP).

A lightweight wrapper around mcp-swift-sdk that integrates with LLM Swift libraries such as SwiftOpenAI and SwiftAnthropic to easily create your own MCP Clients in macOS applications.

⚠️ It has been superseded by — a newer, improved version with additional Blossom file storage support and an expanded tool set.

Backend for AI coding agents on CloudBase — database, auth, functions via Plugin, Skills & MCP.

MCP server for fetch web page content using Playwright headless browser.

A Go-based plugin for Unraid that exposes comprehensive system monitoring and control via REST API and WebSockets.

Expose llms-txt to IDEs for development

This project demonstrates the implementation of Model Context Protocol (MCP) for both local and remote server configurations using stdio and HTTP protocols.

This plugin integrates the Model Context Protocol (MCP) with ElizaOS, allowing agents to connect to multiple MCP servers and use their resources, prompts, and tools.

This project contains a .NET web app implementation of a Model Context Protocol (MCP) server. The application is designed to be deployed to Azure App Service.

A flight search service built with Model Context Protocol (MCP). This service demonstrates how to implement MCP tools for flight search capabilities.