#framework

MCPAgent for Grupa.AI Multi-agent Collaboration Network (MACNET) with Model Context Protocol (MCP) capabilities baked in

MCP-Server tool use project concept for Claude and compatible AI.

A simplified implementation of the Model Context Protocol (MCP) server using Elixir's Phoenix Framework.

Adversary simulation and Red teaming platform with AI

Easy-to-use MCP server framework specialized for SSE.

MCP Server for Anchor framework.

Easy MCP (Model Context Protocol) servers and AI agents, defined as YAML.

How to turn any robot framework library to a mcp server

Python framework for creating AI agents that use MCP servers as tools. Compatible with any MCP server and model provider.

Pokedex web app

Flock MCP Servers and Tools

This is a revolutionary AI MCP plugin with excellent pluggable and encapsulated features. With just a few lines of configuration, it can easily integrate into your Spring boot web program and give it MCP capabilities,inheriting the powerful engineering capabilities of the Spring series framework

A GitHub API integration server using the MCP (Message Control Protocol) framework

MCPAgent for Multi-agent Collaboration Network (MACNET) with Model Context Protocol (MCP) capabilities baked in

Developed an MCP-based AI infrastructure enabling real-time tool execution, structured knowledge retrieval, and dynamic agentic interactions for AI clients like Claude and Cursor.

This project demonstrates a decoupled real-time agent architecture that connects LangGraph agents to remote tools served by custom MCP (Modular Command Protocol) servers. The architecture enables a flexible and scalable multi-agent system where each tool can be hosted independently (via SSE or STDIO), offering modularity and cloud-deployable execut

A security scanner for your LLM agentic workflows

An extensible AI agents framework

MCP server template based on the Yokai Go framework.

🔥 Java enterprise application development framework for full scenario: Restrained, Efficient, Open, Ecologicalll!!! 700% higher concurrency 50% memory savings Startup is 10 times faster. Packing 90% smaller; Compatible with java8 ~ java24. (Replaceable spring)

Digimon Engine — Multi-Agent, Multi-Player Framework for AI-Native Games and Agentic Metaverse

TypeScript framework for building MCP servers

Repository creates or uses various MCP Servers to integrate with Agentic Frameworks and Microsoft Copilot Studio

Elemental is a multi-agent framework designed with a focus on the modularity of agent workflow stages. It enables the creation and management of single-agent or multi-agent systems with ease. The core functionality revolves around dynamically planning how to solve assigned tasks and executing those plans with the help of an agent team. Elemental supports the programmatic creation of flexible and custom workflows and includes a no-code interface for easy management of agents and tasks. Elemental fully supports MCP Tools with easy configuration of MCP servers and selection of individual tools or complete set.

This is a revolutionary AI MCP plugin with excellent pluggable and encapsulated features. With just a few lines of configuration, it can easily integrate into your Spring boot web program and give it MCP capabilities,inheriting the powerful engineering capabilities of the Spring series framework

This is a revolutionary AI MCP plugin with excellent pluggable and encapsulated features. With just a few lines of configuration, it can easily integrate into your Spring boot web program and give it MCP capabilities,inheriting the powerful engineering capabilities of the Spring series framework

Qilin MCP Framework

MCP API server example : where customers can order from a fun dummy restaurant menu, track order status (success/failed), and view order history. Fully RESTful, plug-and-play, and perfect for testing MCP integrations.

simply a TypeScript framework for building MCP servers

A Model Context Protocol server that provides task orchestration capabilities for AI assistants

Simple, modular, and observable Go framework for backend applications.

This repository provides an empty Playwright test framework that was designed to test AI and Playwright MCP (Model Context Protocol) in course

MCP server template based on the Yokai Go framework.

Automatable GenAI Scripting

⛓️RuleGo is a lightweight, high-performance, embedded, next-generation component orchestration rule engine framework for Go.

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 interfaces.

Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents

Google Chat MCP server that lets AI assistants like Claude and Cursor participate directly in team conversations - search messages, help teammates, share files, and coordinate across chat platforms.

A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server.

AI Agents & MCPs & AI Workflow Automation • (280+ MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.