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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.

3.8K
live servers
38
avg trust
283K
most stars
2901

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…

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2902

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…

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2903

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!

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2904

Aimaru C2

AI-Powered Command & Control via Model Context Protocol. First MCP-as-RAT implementation with military-grade encryption and autonomous agentic auto-iteration.

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2905

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.

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2906

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…

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2907

Agent To Agent MCP

Building Agent-to-Agent Systems with Model Context Protocol

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2908

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…

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2909

Splunk Agent

Multi-agent integration for querying Splunk and Jira via the Model Context Protocol (MCP).

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2910

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…

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2911

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…

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2912

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。

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2913

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。

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2914

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.

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2915

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).

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2916

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…

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2917

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…

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2918

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…

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2919

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…

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2920

Model Context Protocol Agent2Agent Esencial 2754044

Model Context Protocol (MCP) y Agent2Agent (A2A) esencial

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2921

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…

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2922

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,…

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2923

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…

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2924

Fusion360 AgenticCAD

Fusion MCP Integration bridges AI assistants with Autodesk Fusion 360 through the Model Context Protocol (MCP).

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2925

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…

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2926

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…

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2927

VulnClaw

Automate penetration testing workflows such as reconnaissance, vulnerability scanning, and exploitation using AI agents and the Model Context Protocol.

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2928

AI LLM Agents

agentic AI systems using LangChain, LangGraph, LlamaIndex Agents, Agent skills and Model Context Protocol (MCP). with Model Optimization and MLOps

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2929

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.

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2930

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.

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2931

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.

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2932

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…

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2933

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…

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2934

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…

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2935

Camelid

A Go SDK for Model Context Protocol (MCP)

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2936

TrustMCP AgentKit

Secure, auditable agentic AI framework built on top of Model Context Protocol

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2937

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)

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2938

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.

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2939

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…

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2940

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…

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2941

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…

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2942

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…

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2943

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…

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2944

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…

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2945

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…

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2946

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…

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2947

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…

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2948

Iot MCP Agent

Agentic AI for Industrial IoT using the Model Context Protocol (MCP)

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2949

Agentic Vision Server

Model Context Protocol (MCP) based Autonomous HSE Inspection Agent with YOLO & Supabase.

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2950

Red Shinobi

Working on a Multi-Agent AI Terminal with Model Context Protocol Support

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