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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.
Awesome AI Agents
A curated list of AI agent frameworks, tools, platforms, research papers, and resources
Playbooks
▶📚 Playbooks is a semantic programming system for AI agents
Ephemeral Sandbox
Open-source agent sandbox infrastructure for parallel coding agents: isolated workspaces, MCP/CLI control, observability, and atomic publication.
Axonflow
AxonFlow: Runtime control layer for production AI
Awesome Loop Engineering
🔁 Build reliable recurring AI-agent systems: 1001 resources, 22 operational patterns, 22 loop contracts, 8 runtime starters, an interactive atlas, and a structured dataset.
Openrig
Multi-agent harness that runs Claude Code and Codex together as one system
Stitchfy
AI-assisted solution-engineering framework that turns business and technical requirements into structured, reviewable architecture and implementation artifacts.
Adk Runbooks
No description published.
Agentweave
Pre-inference tool and agent routing for MCP, A2A and tool-rich LLM systems. Reduce candidate tools before model inference with policy-aware routing and recovery.
AgentRelay
Self-hosted MCP mailbox for secure agent-to-agent collaboration across repositories and machines.
GMAS
Dynamic graph runtime for building, adapting, and observing multi-agent LLM systems in Python.
Awesome AI Agents
Curated list of AI agent frameworks, coding and automation agents, MCP servers, and evaluation tools.
Deep Research
AI research assistant using Gemini + Google ADK to auto-plan and execute research across ArXiv and the web.
CLI
An interactive command-line interface that uses the Agent2Agent (A2A) & Model Context Protocols (MCP) to manage multi-agent systems.
Facadecode
One IDE for you and your AI team. A VS Code fork where Claude Code, Codex, Antigravity, and Muse Code work in parallel across multiple projects and features.
Moe Sovereign
Self-hosted Compound AI System for sovereign environments. Features token-saving complexity routing, deterministic MCP tools for math/logic, configurable expert templates, causal/…
Sample Agentcore Enterprise Platform
Amazon Bedrock AgentCore enterprise platform accelerator with AWS CDK, Terraform organization guardrails, MCP/A2A agents, security, memory, and observability.
ProtoAgent
Local-first agent that drives Claude Code and Codex over ACP. Desktop app, git-URL plugins, A2A 1.0. MIT.
Voko
Local-first Agent communication runtime and gateway for A2A, MCP, E2EE messaging, REST/Webhook, and multi-agent collaboration.
Neo Agent Brain
Point a cross-model AI engineering team at your own codebases. The Agent OS keeps named AI maintainers' identity, memory and review across labs alive between sessions — the Brain…
Herdr Mesh
An MCP server for orchestrating multi-agent workflows inside herdr, enabling real-time communication, pane management, and contextual handoffs.
Quorum
Multi-agent AI orchestration for semi-autonomous software development — a research vehicle for ticket-driven development, codebase evolution metrics, Anthropic SDK / MCP, and pull…
OmoiOS
Spec-driven multi-agent orchestration — autonomous development workforce powered by Claude & OpenHands
Aegis Memory
Secure context engineering for AI agents. Content security · integrity verification · trust hierarchy · ACE patterns. Self-hosted, Apache 2.0.
Multi Agent Memory
A Multi Agent Memory MCP That Connect Agents Across Systems and Machines
Zengram
A Multi Agent Memory MCP That Connect Agents Across Systems and Machines
Designing Real World AI Agents Workshop
Hands-on workshop: Build a multi-agent AI system from scratch — Deep Research Agent + Writing Workflow served as MCP servers. Includes code, slides, and video (coming soon)
Web2BigTable
A Bi-Level Multi-Agent LLM System for Internet-Scale Information Search and Extraction
Openhermit
OpenHermit is the open-source platform for deploying fleets of AI agents as production services — durable state, sandboxed execution, managed at scale, and the channels you alread…
Production Grade MCP Agentic System
Building a Production-Grade MCP Server Architecture with a Multi-Agent System
Everything Gemini
Your AI remembers your project across sessions and tools. Local-first MCP runtime with persistent memory, shared workflows, and plug-and-play integration.
Agent Dispatch
MCP server + CLI that lets Claude Code agents delegate tasks to agents in other project directories. Multi-agent orchestration: parallel dispatch, sessions, async jobs, agent dial…
Agent Coherence
The data integrity layer that stops AI agents from silently corrupting shared state — across sessions, time, and concurrent runs.
Fava Trails
🫛👣 FAVA Trails — Git-native, curated memory for AI agents via MCP. Draft isolation, promotion gate, thought lifecycle hooks, memory curation protocols, supersession chains.
Project Thoth
An advanced AI-powered research assistant system built for flexibility, extensibility, and user control. Thoth combines intelligent automation with comprehensive customization — e…
Claude Agent Orchestration
Top claude agent orchestration framework 🌟 Star if you like it! 🌟
Agent Proxy
An MCP server that exposes local and remote agents across different servers as MCP tools.
Hiai Opencode
Multi-agent orchestration plugin for OpenCode. 10 configurable model slots, 30 hooks, memory search, LSP diagnostics, agent-browser integration, completion controller, auto dream/…
Cruxible
Governed state engine for AI agents: typed, executable knowledge artifacts with a code-like lifecycle
Okto Nexus
Local-first MCP coordination hub for multi-agent teams, with durable messaging, handoffs, governance, and observability.
Hadron
A native Rust multi-agent operating system and swarm workspace — GPUI desktop chamber, headless gluon daemon, git-worktree isolation and an automatic merge gate.
Genai Starter Pack
Curated catalog and dataset of 50 cloneable GenAI apps and Hugging Face Spaces across RAG, AI agents, LangGraph, MCP, and more
Gocrewwai
The enterprise-grade CrewAI alternative for Go. Orchestrate strictly-typed, parallel AI agents with LangGraph-style Flow persistence, distributed A2A protocols, Model Context Prot…
A2a Wrapper
A2A protocol wrappers that turn AI backends into interoperable agents. Drop a JSON config, get a spec-compliant A2A server. Supports GitHub Copilot SDK, OpenCode, Claude, Codex an…
Agents.KT
Typed Kotlin DSL framework for AI agent systems.
Cryptotrader AI
加密货币 AI 自动交易与回测系统 · LangGraph 多代理辩论 + 硬性风控 + 决策日志 | AI-powered crypto trading & backtest with LangGraph multi-agent debate, hard risk controls, and Decision Journal
Awesome Graph Engineering
🕸️ Engineer the organization, not just the agent. 565 curated resources · 9 design layers · 11 sections · 255 papers & preprints — a field guide, CC0 open dataset, and interactive…
Stdiobus
stdio Bus: agentic process supervisor and message router, handling NDJSON-framed JSON-RPC messages with session-based routing while remaining completely agnostic to protocol seman…
Isnad
Grade every agent, scraper and model in a claim's chain — provenance, trust scoring and audit evidence for LLM pipelines
Agent Framework
Model Context Protocol agent framework for enterprise AI orchestration