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MCP servers tagged multi-agent
1.5K live MCP servers tagged "multi-agent", 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.
Tuttikit
自己跑、自己改、自己说了算的简易多 Agent 框架 · Conductor + Sub-agents · Skills + MCP · 多设备同步
The Auto PPT Agent
AI agent that turns a single prompt into a fully designed PowerPoint - dual MCP servers handle research & design, powered by Qwen2.5-7B + Streamlit.
AI Trip Planner
Multi-agent travel planner built on LangGraph & MCP , supervisor routing, guardrails, human-in-the-loop approval
Local MCP Memory Server
A persistent memory system for AI agents using the Model Context Protocol (MCP). . Enables AI agents like Roo & Codex to store, share, and retrieve contextual knowledge across ses…
Ritsu
Agents as Infrastructure. Self-hosted multi-agent MCP server — long-lived agents with workspaces, persistent memory, and hierarchy. Real admin UI, OAuth 2.1, encrypted secrets at…
Take Ur Turn
TUT (Take Ur Turn): multi coding-agent collaboration via a local Context Hub — append-only shared memory, derived task state, human approval gates
Oneshot
Multi-agent AI platform built with Microsoft Agent Framework on Azure AI Foundry. 7 coordinated agents, two parallel waves, one prompt — platform-ready social content.
Myrmecia
Self-hosted Agent Ops — run, govern, observe, and improve fleets of AI agents from one local-first control plane.
Devmind AI Dev Assistant
AI-powered developer assistant using OpenAI Agents SDK + MCP servers. Routes questions to specialist agents that read your local code, search GitHub, and browse the web.
Coding Agent Crew
Turns one AI session into hands-on engineers who create or improve Codex-shaped coding agents.
SDD Multi Agent Scaffold
Spec-driven, multi-agent scaffold for Claude Code: an orchestrator drives specialized agents (brainstorm, architect, task, test, security, review) to turn a spec into reviewed, me…
Supply Chain Control Tower
Multi-agent AI system for supply chain intelligence — MCP agents, local AI workflow, and continuous-improvement insights
Private Knowledge Agent
基于 LangGraph + MCP + FastAPI(SSE) + Streamlit 的本地知识库问答助手
M4STCLAW
M4STCLAW v3 — MCP-native autonomous AI mesh network with multi-provider routing, failover, memory, and task automation.
Merlion Os
Coordinate Singapore public sector intelligence with a unified multi-agent AI brain—routing citizen inquiries, policy nuances, and cross-agency workflows seamlessly.
Deriv Smart Trading Gateway
AI trading control room for Deriv with market snapshots, advisor agents, risk checks, and human-confirmed execution.
MultiAgentSystem
A multi-agent system that orchestrates AI agents with MCP tool integration, vector memory, and knowledge graphs to execute complex research tasks.
OmniAgent Chatbot
Multi-tool LangGraph agent with RAG over PDFs, live web search, stock prices, and remote MCP integration persistent SQLite memory and Streamlit chat UI powered by Groq. ---↓ proje…
Real Time Job Recommendation System MCP
Streamlit resume coach that plans via an agent loop and fetches jobs through MCP/Apify. | S, t, r, e | Tracked repository files: 30; Python modules: 19; Default OPENAI_MODEL: gpt-…
AI Internship Career Mentor Agent
AI agent helping students discover internships, certifications, career paths and personalized learning roadmaps.
Multi Agent A2a MCP
🚀 Multi-Agent System with A2A protocol, MCP tool integration, and custom evaluation. Planner → Researcher → Reviewer workflow with Streamlit dashboard. Built with LangGraph, Groq,…
Ml Oncall Agent
Multi-agent ML incident diagnosis over MCP: correlates drift reports, eval runs and deploy logs to answer 'why did last night's run regress?'. Deterministic verdict, every claim c…
Agentfy Social Media
🤖 Agentfy: Multi-Agent System for Social Media — AI-powered social media automation across Instagram, TikTok, X/Twitter, and LinkedIn using LangGraph, MCP, and Groq. Automates out…
Python MCP Weather Server
FastMCP stdio server exposing a resilient `check_weather` tool over wttr.in with demo fallback and observation metadata. | MCP FastMCP, pytest, uv | Default weather HTTP timeout:…
Centurion
AI Agent Orchestration Engine — spawn and command an army of AI agents with Roman military precision
Codeninja
AI agent scaffolding — NodeJS, ReactJS, database. Multi-agent, Claude Code, Cursor, VS Code, Antigravity.
Cdt MCP
Coherence Data Types (CDTs) as an MCP server: multi-agent state synchronization by wave superposition
Ur Agent Team
Local-first multi-agent orchestration — any agent on your machine can be the brain and dispatch to the others (Codex / Claude Code / Antigravity).
Agents Mesh
Let your AI agents talk to each other. A communication mesh for Claude Code, Gemini CLI, OpenCode, Copilot, Codex and any MCP-compatible agent.
Boardroom MCP
AI Governance-as-a-Service — Give your AI agents a boardroom of 450+ advisors. Multi-advisor debate, institutional memory, trust scoring, and cognitive protocols. Works with Claud…
Multi Agent Crew
A multi-agent orchestration framework for Claude Code — 10 specialized AI agents with shared memory and collaboration protocols
Yapcli
A Java Agent CLI built from scratch — ReAct, Plan-and-Execute, Multi-Agent, MCP protocol, WeChat iLink. Like Claude Code, but you can read every line.
Cohermes
A team of AI coding agents that share one brain — a Hermes extension whose per-user memory becomes a shared, governed Context Graph.
Bidirectional Bridge Claude Codex
Experimental MCP coordination bridge for bounded bidirectional delegation between Claude Code and OpenAI Codex.
AgentCouncil
Universal multi-agent hub — any AI coding agent joins via one link. Built on A2A + MCP.
Pramana.AI
🧬 AI-powered biomedical research platform built with LangGraph, Groq, and React 19. Features 5 specialized agents, real-time streaming, and Model Context Protocol (MCP) integratio…
Deep Researcher
Integrated Model Context Protocol (MCP) to allow the agent to interface with external search APIs and local file systems, aiming to reduce manual research time.
Ops Brain
Team-bus MCP server for solo operators running multiple AI agents across machines. Cross-agent handoffs, shared knowledge, briefings. Rust + PostgreSQL + pgvector hybrid search.
Claude Certified Architect Prep Cohort
Cohort work for Claude Certified Architect Prep (DevCompass) — notes, labs, and solutions.
Agentic Expense Reporting
Three-agent pipeline reference implementation: receipt extraction, policy gating, PII redaction, data-residency enforcement, and human-in-the-loop approval — with a swappable MCP…
Definitive Agent Harness Guide
The Definitive Agent Harness Guide — 7 levels of agent engineering, from prompt hacking to distributed intelligence. 1500+ lines, 60+ research sources, production-tested patterns.
Trends Agent Crewai
CrewAI tools for live trend data: Google, YouTube, TikTok, Reddit, Amazon, news, App Store, Steam, npm and more. Free tier.
Tiza
Independent reproduction of CA-MCP (arXiv:2601.11595): with real LLM agents on two providers, a compact-context orchestrator matches the shared context store on the paper's own me…
Sentinel Clinical Triage Agent
A multi-agent clinical triage & escalation co-pilot that keeps the risk decision in deterministic code (NEWS2) and audits its own advice. Google ADK 2.0, MCP, Gemini, Cloud Run. R…
Organismo
Semantic caching layer for multi-agent LLM systems. Stop paying your LLM to recompute the same thing twice. MCP-native.
Helios LLM Orchestrator
Local-first MCP multi-LLM orchestrator with task decomposition and benchmark-guided model routing through OpenRouter.
Co2 Shopping Assistant
Enterprise multi-agent AI system on GKE with carbon-aware architecture. Cloud-native microservices with environmental sustainability metrics for production workloads
AI Agent Orchestrator
Production multi-agent orchestration framework - Claude Code, CLAUDE.md governance, multi-tier model routing, token economics
TrustLoop
Six-agent banking dispute automation with OCR, MCP-powered verification, compliance guardrails, and auditable decision ledgers.
Cross Model Handoff
Passphrase-based, LLM-agnostic session handoff for Claude Code, Codex, Gemini CLI, Antigravity, and any AGENTS.md-aware tool.