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MCP servers tagged multi-agent-systems
367 live MCP servers tagged "multi-agent-systems", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with multi-agent-systems.
Read Mas
READ-MAS generates software requirements specifications (SRS) and system designs from natural language queries using multi-agent AI orchestration built on Google ADK.
K8s CostGuard AI
Multi-Agent Kubernetes Cost Optimization System
MobausStudio
cross-platform AI client with multi-model support, MCP extensions, and agent orchestration.
Multi Agent System A2a MCP
A production-style multi-agent system that generates context-aware briefs. Built on MCP + A2A, with persistent memory (Chroma), dynamic tool routing, self-critique, distributed tr…
Agentic AI Patterns
Build design patterns for autonomous AI agents with orchestration, memory, fallback, tools, and multi-agent coordination
Pollinations CLI
CLI for Pollinations AI — generate text, images, audio, and video from the terminal, plus Pollina, a multi-agent autonomous swarm that writes code, builds projects, and takes acti…
AI Capstone Lab
Production-style multi-agent LLM system for autonomous inventory procurement — LangGraph + RAG + guardrails + human-in-the-loop + MCP
Roshambo Starmap
Evidence artefact of the Roshambo field run: 27 agents from five vendors on two machines built an invented star chart under lease discipline - 1,226 collisions, never two winners.…
Agentic Math Solver
Multi-agent AI math tutor with LangGraph orchestration, MCP tool servers, Gemini Vision, and a premium React UI — built for students.
Urusilla
Open AI-agent interoperability research. Bring your own agent, complete verified public work, and earn contribution credit; if URSL launches, 1 credit = 1 URSL.
Agency Agents Os
Curated catalog of open, specialized AI agents for real business work — organized as broad umbrella categories (video, image, voice, SEO, social, ads, sales, and more), powered by…
Hierarchy Multiple LLM With MCP
Hierarchical multi-LLM agent collaboration (Manager–Executor) with MCP; experiments + results.
Agent Eval Service
Scenario-driven framework for evaluating demographic bias in single- and multi-agent LLM workflows. Tracks bias across sequential stages, separates model non-determinism from syst…
Javis LG
Six-layer LangGraph supervisor–worker system with DB-persisted living plans and a reflection quality loop
Nordic Wind Bedrock Multiagent Disruption Response
Agentic AI system for Nordic wind-turbine manufacturing using AWS Bedrock and Claude, reducing downtime, enforcing safety, and preventing high-cost mechanical failures.
Openai Deep Research
This project is a multi-agent deep research system built on top of the OpenAI Agents SDK and Docker MCP Gateway. It is designed as a professional-grade application that combines…
Spec2Sim Agent
[Kaggle Agents Intensive - Capstone Project] A multi-agent system using Google ADK & Gemini to convert natural language hardware specs into verified SimPy simulations with self-he…
Agenor
Autonomous multi-agent coordination for the JVM
Autarkic Trading Platform
Production-grade autonomous trading ecosystem featuring sandboxed strategy execution, deterministic AI workflows, and multi-agent orchestration.
AgenticAI CapstoneProject
Multi-agent e-commerce shopping assistant using Google ADK + CrewAI, with A2A agent orchestration, MCP tools, and parallel/sequential workflows for product recommendation, price t…
Agentic Regulated Decisioning
Production-grade agentic decisioning platform for regulated industries. Constant L0–L9 architecture — LangGraph orchestration, MCP context assembly, jurisdiction-aware governance,…
Practical AI Agents
A hands-on repository for learning, building, and experimenting with AI Agents, Agentic AI, MCP, RAG, orchestration, multi-agent systems, and production-grade AI architectures. Fo…
Incident Command Mesh
Production reference architecture for multi-agent incident response with Google ADK, A2A, MCP-style tools, evaluation, and observability.
Hydrowatch
Multi-agent water safety monitoring system built with Google ADK — detects contamination drift before it becomes a public health hazard
Forgeai AI Agents
ForgeAI — Autonomous AI Startup Platform | 8 specialized AI agents that transform a startup idea into production-ready code, architecture, security policies & docs | Built with Go…
VibeCorp PromptCEO
"Turn a business idea into a product with 26 AI agents
Workers Registry
Worker examples for stdio Bus kernel - a high-performance message routing daemon for agent protocols.
Evoflux
Evoflux is an open-source, local-first workspace where AI agents build software, conduct deep research, automate browser tasks, and collaborate in parallel. Connect any model, kee…
AI Operating Architecture Standard
A layered, platform-agnostic architecture standard for operating AI assistants as governed systems: document registry, quality gates, reasoning patterns, memory model, MCP server.…
Agentic Gen AI Frameworks MCP VectorDB
A comprehensive collection of modern Agentic AI and Generative AI frameworks used to build autonomous, multi-agent, and production-ready AI systems. Covers LangChain, LangGraph, C…
Kitchen Assistant
AI-powered kitchen assistant that manages multiple distributed agents inventory, recommends recipes, provides cooking instructions, handles waste reduction, and suggests ingredien…
Teddiesloco
Profile README for Teddy100x
Sukauto
AI-powered market analysis platform that provides in-depth insights acorss multiple business domains.
Ibm Agentic AI Labs
Seven agentic AI projects — LangChain SQL agent, LangGraph routing, CrewAI & AG2 multi-agent apps, the full BeeAI progression, and Model Context Protocol client/server + security…
Multi Agent Document Orchestrator
OpenCode-style multi-agent document management system with MCP tools, SSE streaming, and bulk operations
Codeninja
AI agent scaffolding — NodeJS, ReactJS, database. Multi-agent, Claude Code, Cursor, VS Code, Antigravity.
Agentic Frameworks Comparison
Compare LangGraph, CrewAI, and custom orchestration using MCP. Complete working examples for contract analysis with shared tools. Production-ready patterns.
Voterpool
Voterpool is an open-source consensus layer for AI-agents
Claude Data Analysis Ultra Main
📊 Transform data analysis with AI-driven tools and simple commands for efficient insights. Place data in `/data_storage` and start with `/do-all` or `/do-more`.
Hybrid Rag AI Assistant
Provide answers from personal documents using RAG with FAISS, Wikipedia integration, and LLM fallback in a simple Streamlit interface.
Coordination Noise Floor Protocol
Code, data & paper: How Much Coordination Gain Is Real? A Paired Noise-Floor Protocol for Multi-Agent LLM Benchmarks (KDD 2026 Workshop)
Intelligent Agentic Research Assistant
Autonomous Multi-Agent Research Assistant powered by CrewAI, SQLite Long-Term Memory (LTM), and stdio Model Context Protocol (MCP). Evolving from hybrid RAG to a cooperative agent…
Multi Agent Orchestration MCP
Distributed multi-agent orchestration system with 7 autonomous AI agents, MCP protocol, circuit breakers, 588 tests (85% coverage), and full CI/CD
AI AGENTS FROM SCRATCH
Hands-on agent-engineering examples built with Google ADK: multi-agent, agent-to-agent, tools/MCP, evaluation, observability, memory.
Next Gen Agentic Finance
Agentic finance examples for tool-enabled research workflows, market and macro retrieval, multi-agent analysis, and MCP-native research orchestration.
AI SyncForge
AI-SyncForge is a LAN Multi-AI Ecosystem. Powered by MCP, it connects tools like Cursor and Claude into an automated, asynchronous loop. By uniting Dev, QA, and Ops roles, it tran…
RegAI
AI-powered regulatory compliance engine. Automates gap analysis across GDPR, SOC 2, and HIPAA using multi-agent RAG pipelines, and generates audit-ready reports with citations.
Agent Taskboard
MCP task-coordination board for teams of AI coding agents — register work, declare scope, catch overlaps before code is written, negotiate boundaries in-thread, run bug verificati…
Multi Agent Hub
MCP-based multi-agent dispatch hub for Claude Code — parallel worker orchestration with git worktree isolation
Agentic Due Diligence
Multi-Agent AI Due Diligence Platform for Startup Investment Analysis using Multiple LLMs, Agentic Workflows, and Structured Evaluation Frameworks.