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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.
Squadron MCP
Model Context Protocol server for coordinating multi-agent AI workflows with token optimization
Supply Chain Risk Assistant
A Supply Chain Risk Assistant using LangChain/LangGraph and Model Context Protocol (MCP).
IRONTHREAD
Multi-agent offensive security framework built on Claude Code and Model Context Protocol (MCP)
Finsight MCP
Agentic Indian Stock Market Research Assistant built with Model Context Protocol (MCP), Ollama, and yfinance
Interview Agentic Frameworks
Agentic AI frameworks interview preparation — LangChain, LangGraph, CrewAI, AutoGen, and the Model Context Protocol (MCP)
BioChain
Multi-Agent AI MCP Server - Hats, Neuro, and Group Chat agents via Model Context Protocol
LeCellier Lite
Autonomous culinary assistant with LangGraph orchestration, MCP (Model Context Protocol) and human-in-the-loop validation.
Ks MCP
MCP server exposing Knowledge Stack tools (search, list, read, …) to any agent framework. Built on Model Context Protocol.
Aegis Ops
A multi-agent AI platform that unifies Security, Observability, and Platform operations using Splunk's Model Context Protocol (MCP) Server.
Simulink MCP Server Skill
A Model Context Protocol server based on the Matlab python engine to allow a shared workspace with agentic AI execution.
AgentDevKit
A native C# Agent Development Kit (ADK) for building LLM-powered agents with Google Gemini and Model Context Protocol (MCP).
Misa Payroll Agent
An AI-powered Agentic Portal for automating MISA Accounting reclassification and HR Payroll OT calculations using LangGraph and Model Context Protocol (MCP).
A2a Gateway MCP
An MCP server bridging Model Context Protocol and the A2A protocol, enabling LLMs to discover, connect to, and communicate with remote A2A agents.
EduBot
An advanced, School administration AI using the **Model Context Protocol (MCP)** for tools and **Agent-to-Agent (A2A)** patterns for cross-system collaboration.
OmniSync AI
An API-first, multi-agent orchestration engine that automates complex workflows by integrating tasks, schedules, and databases via the Model Context Protocol (MCP).
Model Context Protocol Tutorial For Beginners
A beginner-friendly tutorial for building and using Model Context Protocol (MCP) servers with Python, LangChain, and Cerebras. Includes Stdio and SSE implementations for PDF inter…
Context Aware Agentic Test Generator
Autonomous QA agent for VS Code / Cursor: reads your Git diff, builds an AST Context Graph, and ships grounded edge-case + integration tests over the Model Context Protocol.
ShellSense
Autonomous, context-aware AI terminal plugin & CLI utility built on Python. Implements multi-model LLM abstraction (Qwen/Gemini), Model Context Protocol (MCP) environment integrat…
Claude Code Repo
A curated list of the best Claude Code repositories, including Model Context Protocol (MCP) skills, advanced prompt engineering guides, and agentic workflow tools to supercharge y…
Langgraph Chatbi
基于 MCP (Model Context Protocol) 和 LangGraph 构建的企业级数据分析智能助手。通过自然语言对话，实现数据库查询、数据可视化、用户画像分析、评论情感挖掘、销量预测等复杂分析任务。
Knowstack
A self-hostable platform that connects development teams to their technical documentation through AI-native interfaces. Query specs, patterns, and guidelines directly from your ID…
Semantic Saga MCP
A Model Context Protocol (MCP) server implementing the Saga pattern for automated transactional rollbacks and compensating actions in agentic workflows.
The Lab MCP Tfg
Context-Aware Multi-Agent Orchestration via MCP. Bachelor thesis at UC3M. An autonomous ML factory built on the Model Context Protocol.
Agentic Tableau Sync
A high-performance Model Context Protocol (MCP) gateway to stream Tableau Cloud metadata directly into AI Agent workflows via STDIO and SSE
Enterprise MCP Platform
An Agentic AI platform that manages GitHub, Kubernetes, AWS, Docker, Prometheus, Grafana, PostgreSQL, and custom DevOps workflows through the Model Context Protocol.
Laravel Swarm MCP
Read-only Model Context Protocol (MCP) server for Laravel Swarm — exposes durable run history, durable-run inspection, and audit-outbox health as MCP Resources over the official l…
Shopify AI Ops Agent
Autonomous, human-governed ecommerce operations agent built with LangGraph v1, 5 Model Context Protocol (MCP) servers, deterministic SQL analytics, and HMAC-SHA256 safety gates. E…
Autonomous Customer Service Platform
Autonomous Customer Service Platform(ACSP) is an MCP-based multi-agent enterprise AI platform for autonomous customer service. Demonstrates secure AI orchestration, tool governanc…
Enterprise AI Assistant
Enterprise AI assistant platform that lets employees interact with business systems (Finance, HR, Analytics) via natural language, using the Model Context Protocol (MCP) a…
Kaggle 5 Day AI Agents
ExpenseAudit Pro: An intelligent multi-agent system automating employee expense audit and triage. Uses Gemini vision models for PII redaction & data extraction, and an MCP (Model…
Finance Guardian
FinanceGuardian is an intelligent multi-agent financial coordinator built with the Google Agent Development Kit (ADK 2.0). It secures and logs expenses and utility bills, monitors…
Mind Guard
Mind-Guard is a secure multi-agent mental health intake and containment agent built using the Google Agent Development Kit (ADK) and Model Context Protocol (MCP). It features robu…
QATech
QATech - AI驱动的智能测试用例生成平台 ## 项目简介 QATech是一个基于 Django REST Framework 构建的AI驱动测试自动化平台，核心功能是通过AI智能生成测试用例。平台集成了 LangChain、MCP（Model Context Protocol）工具调用、项目管理、需求评审、测试用例管理以及先进的知识库管理和文档…
Azure MCP With Langgraph
Model Context Protocol (MCP) + LangGraph – A template combining LangGraph’s graph-based agent workflows with MCP to enable seamless, standardized integration between LLM agents an…
Unbound
Agentic Chatbot using Model Context Protocol
Multi Agent Earnings Analysis
Analyzes company earnings using multi-agent system + Model Context Protocol
Expansion
Model Context Protocol expansion for multi-agent communication and enhanced capabilities
A Developer S Guide To Agentic AI With Model Context Protocol
Repo: A developer's guide to agentic AI with model context protocol
Cerina Protocol Foundry
Python (LangGraph) + React (TypeScript) + MCP (Model Context Protocol)
Kai9000 Orchestrator
KAI-9000 Multi-Agent Orchestrator — Android + Termux + OpenHuman v0.63.9. 20 skills, 8 MCP servers, 3 workflows.
Supply Chain Resilience AI Agentic System
A swarm of specialized AI agents that detect, assess, and autonomously respond to supply chain disruptions in real-time, using MCP server..
Sartor Public Claude Skills
Specialized skills library for Claude Code: multi-agent orchestration, distributed systems debugging, evidence-based engineering, and MCP server development
Game Agents
A sandbox for learning agentic development from scratch — building worlds, tools, MCP servers, and autonomous LLM-driven game agents.
Schwab CLI
An Agentic CLI and MCP server for Schwab API
Honeypot
Research-grade honeypot for observing agentic attacks against MCP servers
Nova Adk A2a MCP Swarm
Pure swarm example using ADK framework, A2A protocol and MCP Servers
Autograph MCP
An MCP server for Maxon Autograph to facilitate agentic video editing.
O2 Scalpel
LSP-driven semantic refactoring for agentic AI (MCP server + Claude Code plugin)
Agnt Regstry
Registry app for managing MCP servers permissions and A2A agent cards.
Langchain Box MCP Adapter
This sample implements the Langchain MCP adapter to the Box MCP server.