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MCP servers tagged agents
3.8K live MCP servers tagged "agents", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with agents.
Ks Cookbook
Developer acceleration layer for enterprise RAG + agent pipelines. 32 production-style flagships on LangChain, LangGraph, CrewAI, Temporal, OpenAI Agents SDK, pydantic-ai. Permiss…
Mooc Manus Edu
EduManus 是基于 MoocManus 定制的教学领域多智能体协作系统。它将通用 AI Agent 能力聚焦于教育教学场景,为教师提供课程规划、作业批改、答疑辅导、学习分析、试题生成等智能化教学辅助服务。 系统支持完全私有化部署,使用 A2A(Agent-to-Agent)+ MCP(Model Context Protocol)协议连接外部智能体和…
Webclone
WebClone is now an official Model Context Protocol (MCP) server, making website cloning available to AI agents like Claude, CrewAI, and any MCP-compatible framework!
Aimaru C2
AI-Powered Command & Control via Model Context Protocol. First MCP-as-RAT implementation with military-grade encryption and autonomous agentic auto-iteration.
Mcploitable
The "Metasploitable" of MCP — a deliberately vulnerable Model Context Protocol server for agentic-security training, mapped to the OWASP Top 10 for Agentic Applications.
AI Creative Studio Adk A2a MCP Vertexai Cloudrun
Distributed multi-agent orchestration using the A2A protocol, Vertex AI Agent Engine, Cloud Run, and Model Context Protocol (MCP) demonstrating agent-to-agent communication with r…
Agent To Agent MCP
Building Agent-to-Agent Systems with Model Context Protocol
Mivaa Agentnexus
AgentNexus is an innovative open-source project that combines Google's Agent-to-Agent (A2A) protocol, Anthropic's Model Context Protocol (MCP), and LangChain to create a powerful…
Splunk Agent
Multi-agent integration for querying Splunk and Jira via the Model Context Protocol (MCP).
Sample Multi Agent Region Expansion Planner
A sophisticated multi-agent system built with the Strands SDK that accelerates AWS infrastructure expansion across multiple regions using the AWS Knowledge Graph MCP (Model Contex…
Research Synth MCP
A multi-agent AI system built on Model Context Protocol that enables specialized language models to collaborate autonomously on complex research tasks. Features distinct researche…
RedAlert
基于 LangGraph 和 MCP (Model Context Protocol) 的红色警戒智能游戏助手,提供完整的异步架构和多模态AI控制能力。
Multi Agent Trip Planner
基于开源框架HelloAgents开发的智能旅行规划系统,采用 Multi-Agent 协作架构,通过MCP(Model Context Protocol)协议集成高德地图服务,实现景点搜索、天气查询、酒店推荐及行程规划等能力。系统根据用户输入的目的地、时间及偏好自动生成完整旅行计划,并结合地图可视化展示行程路线。
Tomtom Traffic Analytics MCP
A Model Context Protocol (MCP) server providing TomTom's MOVE traffic analytics services, including past, present and future traffic data to AI agents.
Noc AI Agent
A sophisticated, multi-agent system for automated alert processing and incident response using Large Language Models (LLMs) and the Model Context Protocol (MCP).
Wezterm Chat MCP
A Model Context Protocol (MCP) server enabling cross-pane communication between AI CLI agents running in WezTerm terminal - build collaborative multi-agent teams with OpenCode, Ge…
Lighting MCP
The Oracle ADB AI Agent is an enterprise-grade LangChain agent that integrates with Oracle Autonomous Database (ADB) using the Model Context Protocol (MCP) for AI-powered database…
QA Memory
A production-grade Model Context Protocol (MCP) server that acts as a semantic knowledge layer for QA teams and autonomous developer agents. Built with TypeScript and Python, it s…
Strapi Plugin MCP
Strapi plugin that integrates Model Context Protocol (MCP) functionality, enabling AI models to interact with your Strapi content and system information through a standardized pro…
Model Context Protocol Agent2Agent Esencial 2754044
Model Context Protocol (MCP) y Agent2Agent (A2A) esencial
Designing A Multi Agent Reinforcement Learning With MCP For Portfolio Optimisation
Developing a Multi-Agent Reinforcement Learning (MARL) framework employing the Model Context Protocol (MCP) for the purpose of dynamic asset allocation within algorithmic trading…
Obsidian Research Assistant
A modern multi-agent AI research assistant that integrates with Obsidian via Model Context Protocol (MCP). Automatically conducts web and academic research, synthesizes findings,…
Marketing Multi Agent System
This is a comprehensive **Marketing Multi-Agent System** built to automate lead processing, engagement optimization, and campaign management using intelligent AI agents. The syste…
Fusion360 AgenticCAD
Fusion MCP Integration bridges AI assistants with Autodesk Fusion 360 through the Model Context Protocol (MCP).
Agentic Banking MCP Demo
Демонстрационный проект для вебинара «Архитектура AI-агентов и паттерны интеграции». Практическая реализация ReAct-агента в банковском домене с использованием протокола MCP (Model…
Dental Agent
A multi-channel Dental AI Agent built with LangGraph and FastAPI that uses the Model Context Protocol (MCP) to automate patient scheduling, handle FAQs, and manage live human-in-t…
VulnClaw
Automate penetration testing workflows such as reconnaissance, vulnerability scanning, and exploitation using AI agents and the Model Context Protocol.
AI LLM Agents
agentic AI systems using LangChain, LangGraph, LlamaIndex Agents, Agent skills and Model Context Protocol (MCP). with Model Optimization and MLOps
Apache Thrift
Combining A2A (Agent-to-Agent) and MCP (Model Context Protocol) with Spring Boot and Apache Thrift creates a powerful, polyglot AI orchestration platform.
Cover Letter App
AI Cover Letter Generator - A sophisticated AI-powered cover letter generator using LangGraph multi-agent architecture, Streamlit UI, and MCP (Model Context Protocol) servers.
Langgraph Kirokuforms
Human-in-the-loop for LangGraph: pause a workflow, ask a person to fill in a form, resume with their answers. Talks to KirokuForms over the Model Context Protocol.
Agentic Scotland Adventure Planner
A comprehensive Scottish adventure planning app that combines three custom MCP (Model Context Protocol) servers with an intelligent Gradio interface. Get weather forecasts, drivin…
Agentic Mesh Fabric
An open architecture for building safe, scalable, explainable, and composable enterprise AI — combining Data Mesh, Data Fabric, and Agentic AI principles. Agents interact with dom…
AgentBI
AgentBI is a modular, agentic business intelligence demo system powered by LLMs, clustering, forecasting, and automation tools. Designed for business workflow simulation, this pro…
Camelid
A Go SDK for Model Context Protocol (MCP)
TrustMCP AgentKit
Secure, auditable agentic AI framework built on top of Model Context Protocol
Sazendraks Fork Manis AI
<in prog> A distributed multi-agent AI system implementing hierarchical orchestration and capability-based agent discovery using the Model Context Protocol (MCP)
Gateway Workshop
The MCP Context Forge Masterclass is a complete, from-zero-to-hero workshop for building governed, production-grade agentic AI with the Model Context Protocol (MCP) Gateway.
STA Smarter Travel Agent Is All You Need
An intelligent travel-planning assistant built with LangChain and Agent workflows. It supports real-time travel information retrieval via MCP (Model Context Protocol) tool-calling…
Stock Price Agent
This project is an AI-powered stock research and recommendation system built using LangChain, LangGraph, and the Model Context Protocol (MCP) with Bright Data integration for real…
Trip Planner App
An intelligent trip planning application built with AutoGen agents and Model Context Protocol (MCP) server. This application uses AI agents to create personalized travel itinerari…
Muyal
This guide explains how Muyal Custom Engine Agent (CEA) supports Model Context Protocol (MCP) and Agent-to-Agent (A2A) communication, enabling it to be called by external systems…
L25 Even Odd AI Agent League System
A distributed multi-agent system implementing a competitive Even/Odd game league. The system includes three agent types (League Manager, Referee, Player) that communicate via the…
Langgraph MCP And Multi Agent Workshop
Build and explore multi-agent systems with LangGraph, Azure OpenAI, and the Model Context Protocol (MCP). This workshop demonstrates how to create agents with memory, connect them…
Groq Weather MCP Server
🛰️ A minimal MCP (Model Context Protocol) server built in Python using LangChain, LangGraph, and uv to fetch real-time weather temperature using GROQ LLM + WeatherAPI. Accepts nat…
Agentic AI MCP Query Brain
AI system utilizing the Model Context Protocol (MCP) to enable multi-agent collaboration and context management. It integrates LLMs with external tools, facilitating autonomous, c…
Clippys Revenge
A desktop-native AI agent that resurrects the iconic Microsoft Office Assistant as a proactive, agentic coding companion. Unlike its passive predecessor, this Clippy possesses gen…
Iot MCP Agent
Agentic AI for Industrial IoT using the Model Context Protocol (MCP)
Agentic Vision Server
Model Context Protocol (MCP) based Autonomous HSE Inspection Agent with YOLO & Supabase.
Red Shinobi
Working on a Multi-Agent AI Terminal with Model Context Protocol Support