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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.
Sample Agentic Tax Calculator
Multi-agent AI starter kit for deterministic tax computation using Amazon Bedrock AgentCore, LangGraph, and MCP
Control Tower Lite
Minimal multi-agent coordination for Claude Code. 11 tools, 5 tables, full security. Python stdlib only.
Security Analysis Multi Agent
Multi-agent MCP server security scanner built with LangGraph — detects prompt injection, SSRF, and risky file/command access.
Warehouseops AI
Multi-agent warehouse operations assistant — LangGraph planner, MCP tools, forecasting and document extraction, running on free open-source infrastructure
MPCP
MPCP — an open, transport-agnostic protocol for governed, auditable coordination among mixed parties: humans and AI agents as first-class, symmetric participants (P2P/P2A/A2A). Si…
Agent Systems Course
25-lesson Chinese textbook on modern Agent systems, harnesses, tools, memory, orchestration, evaluation and production engineering
Claude Code Ecosystem
A production multi-machine ecosystem for Claude Code: auto-syncing config, encrypted MCP secrets, one-command bootstrap, a 14-agent tiered fleet, and fork-interop docs
Emem Gemini Extension
Shared memory for AI agents working together in the real world.
Langgraph Multi Agent Crawler
Multi-agent web harvesting on LangGraph's Supervisor pattern: 9 specialist agents, deterministic-first pipeline where the LLM is an enhancer, never a dependency — run-level circui…
AIProjectDashboard
Local-first MCP task board for parallel Claude Code and Codex agents — dependency-aware claiming, blockers, and evidence-backed completion.
Hato
🕊 Carrier pigeons for Claude Code — sessions that message, broadcast, and wake each other across your machines
Multi Agent Rag MCP
Production-style multi-agent AI system with LangGraph, hybrid RAG, MCP, self-correction, human approval, observability, and RAGAS evaluation
Claude Code Codex Peer
Claude Code skill: drive OpenAI Codex CLI as a peer collaborator — parallel dispatch, evidence-based task routing, outcome-based verification
Agentic Patterns
Reference implementations of 12 agentic AI patterns (ReAct, RAG, MCP, guardrails, multi-agent, and more) from canonical form to 2025-2026 research. Runs offline with no API key.
AI SDLC PIPELINE
Multi-agent SDLC pipeline (Requirements→Design→Codegen→QA→Deploy) with human approval gates at every stage. Real GitHub OAuth, AST-aware code chunking (tree-sitter, 11 languages)…
Agentops Research Intelligence
Production-oriented multi-agent research intelligence platform combining LangGraph orchestration, Model Context Protocol (MCP), hybrid vector retrieval, claim verification, and ev…
Agentforge AI
Enterprise Multi-Agent AI Operations Platform with RAG, MCP, long-term memory, governed business agents, and workflow orchestration.
OpenKOS
Team memory engine for AI agents — write, route, graph, recall, inject. Self-hostable.
Aca AI Orchestrator
Orquestador multiagente (TypeScript/pnpm) que genera diagnósticos de presencia digital y propuestas comerciales para negocios locales de Acámbaro, Gto. — Claude API + MCP.
Multi Agent Market Research
Multi-agent LLM research platform: parallel data agents, synthesis agents, deterministic guardrails, MCP server
Agentspool Showcase
GitHub Pages showcase site for agentspool: inter-agent messaging library with SQLite spool, MCP server, and HTTP relay
Copilot Omni
Artifact-driven multi-agent orchestration for GitHub Copilot CLI. Pure Python stdlib, zero pip deps, zero binaries. 30 skills · 19 agents · 20 MCP tools.
Multi Agent Weather MCP Server
Multi Agent Weather MCP Server, understands natural language and outputs touring advice based on weather data.
Crewai MCP It Ops Agents
AI agent crew that automates IT incident response — ticket triage, root cause analysis, and runbook generation using CrewAI + 5 MCP servers + Google Gemini.
Crewchat
A group chat for your AI coding agents and you: an MCP server with a live chat page. One Python file, no dependencies.
Topology Index
Multi-agent topology patterns for AI agents: orchestrator-worker, planner-executor, evaluator-optimizer, map-reduce, router, debate, swarm. Mirror of topologyindex.com + Agent Ski…
Mjloop
A Claude Code plugin that runs work as verified cycles: a leader composes a track's agent roster, dispatches contract-bound agents in isolated contexts, and judges the result on e…
Autonomous AI Agents
Deep dive into enterprise-grade AI Agents & Advanced RAG. Implementing MCP architecture, hierarchical indexing, query transformation, ReAct loops from scratch, and multi-agent sta…
Omoide Kobo
どこで撮ったか分からない実家の白黒写真に、撮影地と年代の候補を出す AI エージェント。その場所をもう一度巡る旅程まで組み立てます。
QIVRENO
Local-first desktop app for running a team of AI agents. Free and MIT — no account, no licence, no telemetry. Bundled local model, optional Claude/Codex/Gemini/Grok per agent, and…
Geneexpert MCP
Multi-agent bioinformatics system with Claude, GPT-5.2, and Gemini collaboration for bulk RNA-seq, single cell RNA analysis
Houston Meetup Food Truck Network
Multi-agent broker network for the Houston MuleSoft Meetup (May 2026): 80 attendees, $1,200 budget, food-truck planning via 5 A2A agents + 3 MCP servers + OpenAI gpt-4o-mini broke…
AI Agent Patterns
Design patterns for agents that don't crash. 12 battle-tested patterns from 6 months of running 7 AI agents in production.
Aicoding Dual Pipeline
Local-first MCP for structured AI coding execution with reviewer/developer/verifier stages and an optional Skill.
Coding Engine
Society of Mind autonomous code generation - 37+ agents turning JSON requirements into production-ready projects
Forgespec MCP
MCP Server for Spec-Driven Development (SDD) — contract validation, task board, and file reservation for multi-agent AI systems
Hermes Project Worker
Standalone project orchestration engine that uses Hermes as the isolated execution backend.
Cocon
LangGraph 多智能体协作引擎 — Planner/Executor/Reviewer/Aggregator 四角色 DAG 编排，并行执行、质量审查、动态重规划、MCP 工具集成、分级记忆系统。飞书 @机器人 即可触发。
Multi Agent Workflow Platform
Case study: live AI consultant — typed conversation graph, source-grounded knowledge, reviewer-gated utterances, in-process cost guardian.
Ideaforge
IdeaForge: A Knowledge Graph-Grounded Multi-Methodology Agent Framework for Innovation Analysis and Patent Claim Generation · arXiv:2605.13311 · TRIZ + Design Thinking + SCAMPER ·…
Multi Agent Rag
Config-driven multi-agent RAG with LangGraph (Researcher → Critic → Synthesizer), pgvector RAG corpus search, and a SolidJS dashboard. Includes a standalone MCP server for IDE int…
Crewai
CrewAI toolkit for Ceki — drive a real Chrome session from your CrewAI agent
Omakase
Omakase (omks) — orchestrate your installed AI agent CLIs (Claude Code, Codex, Gemini, Cursor) with Dynamic Workflows and a Goal-loop.
Causal Field
Gaussian resource-contention fields for multi-agent coordination
Tri Party Framework
Orchestrate multi-agent workflows using Codex, Claude, and Gemini with verified cross-audits, source tracking, and structured merge gates to ensure output integrity.
Castle Wyvern
A decentralized multi-agent AI infrastructure with Gargoyles theme. The Manhattan Clan is awake.
Ewa
Iterative understanding loop — fresh agent each round, graph as only memory, sema vocabulary
Codex Skill Army
Research-first multi-agent orchestration protocol for OpenAI Codex skills
AgentTeam
Multi-agent AI team framework built with Claude Agent SDK — orchestrates specialized agents for complex tasks
Claude Cursor Coordinator
Drop-in coordination system for codebases where Claude Code and Cursor both ship code. Trailer-signed commits, audit log, single-source rules, drift prevention.