MCP servers for multi-agent

🦆🧠 Give your small robot a brain. Tell a Microduck, a Reachy Mini, a LeRobot arm or any ROS base what you want in plain language. An LLM (Claude, OpenAI, Gemini, Grok, or a local model via Ollama, vLL

Testing and observability for multi-agent delegation, MCP tools, permissions, sandboxed actions, prompts, and workflow replay.

An end-to-end encrypted channel between coding agents, anywhere

AI goes multiplayer. A self-hosted workspace for people and machine people. Create, code, and work together across desktop, mobile, and web. Open source. MIT licensed.

Catch intent conflicts before code conflicts. The open-source coordination protocol for coding agents, built above Git.

Independent, source-backed handbook for DeepSeek AI's official DeepSeek Harness (dsh): agents, plugins, security, troubleshooting, and runbooks.

A semantic, transactional, replayable MCP control plane that lets autonomous AI agents operate Dwarf Fortress as a long-lived civilization. Safe-Rust phase-0B scaffold: MVCC world state, witnessed sem

Kether-governed AI agent orchestration with Pi/MCP, isolated workers, LSP tools, and a portable Windows/WSL2 installer

Let Claude and Codex call each other from their desktop apps to review, cross-check or implement, with a live side panel. / 让 Claude 与 Codex 在各自桌面版里互相审查、协作的插件。

Cross-agent coordination for AI coding agents. One daemon, one database — so multiple agents in one repo can see each other's plan, tasks, and file claims.

Multi-agent workflow orchestrator with MCP tool servers: planner/executor agents, tool-use loop, MCP client/server, tracing and durable runs.

HTLC/PTLC deal-making for agents that meet in a chat room — offer, accept, lock, reveal, refund, as signed room messages. The room coordinates; a settlement rail holds the money. Alpha: no rail holds

点将台：可迁移的 Agent 分层协作编排器。支持任务派发、会话续跑、独立审查、后台执行与用量记录。当前开箱即用为 Codex → Claude Code，可经适配迁移到其他 Agent 组合。

麦门点餐议事会：用官方 MCP 整单核价，让预算、口味、营养数据三种意见透明比较。免 Token 网页体验，Python 零依赖。

Dynamic multi-tool execution dependency DAG topological sorter (Semantic Kernel)

CoAgents / CopilotKit bidirectional human-agent workspace state sync coordinator

LangGraph human-in-the-loop breakpoint pause & state mutation patcher

A2A standardized protocol capability negotiation & JWT auth handshake

CrewAI / AutoGen hierarchical swarm task delegation & role governor

A2A standardized protocol capability negotiation & JWT auth handshake

LangGraph human-in-the-loop breakpoint pause & state mutation patcher

CoAgents / CopilotKit bidirectional human-agent workspace state sync coordinator

Hierarchical subagent resource governor and token quota sentinel (CrewAI / LangSmith)

Lossless context packaging and state handoff protocol between autonomous subagents (OpenAI Swarm / LangGraph)

GenPark AI Agent Skill - Raft consensus leader election state machine, term arbitration, randomized heartbeat timers, and split-vote resolver.

GenPark AI Agent Skill - Blackboard architecture shared state store, atomic key-value transactions, and pub-sub topic event broadcast.

GenPark AI Agent Skill - Multi-agent conversational turn orchestrator, round-robin handoff tokens, and speaker selection router.

GenPark AI Agent Skill - Parallel branch fanout and barrier join coordinator for multi-agent DAG subtasks with isolated error containment.

GenPark AI Agent Skill - Multi-agent conversational turn orchestrator, round-robin handoff tokens, and speaker selection router.

Multi-agent proposal deliberation and Byzantine-fault-tolerant consensus voting protocol (AutoGen / LangGraph)

Hierarchical subagent resource governor and token quota sentinel (CrewAI / LangSmith)

Dialectic multi-agent debate and cross-examination engine to eliminate hallucinations (AutoGen / ChatDev)

CrewAI / AutoGen hierarchical swarm task delegation & role governor

Dialectic multi-agent debate and cross-examination engine to eliminate hallucinations (AutoGen / ChatDev)

Lossless context packaging and state handoff protocol between autonomous subagents (OpenAI Swarm / LangGraph)

GenPark AI Agent Skill - Raft consensus leader election state machine, term arbitration, randomized heartbeat timers, and split-vote resolver.

GenPark AI Agent Skill - Blackboard architecture shared state store, atomic key-value transactions, and pub-sub topic event broadcast.

GenPark AI Agent Skill - Parallel branch fanout and barrier join coordinator for multi-agent DAG subtasks with isolated error containment.

Enterprise Agentic RBAC/ABAC Least-Privilege Policy Synthesizer & Blast-Radius Auditor. Analyzes historical agent tool call audit logs, detects over-permissioned wildcards (*), synthesizes strict leas

Self-hosted multi-model agent with JitRL memory, auditable council runs, SSH operations, live server screen, and macOS/Windows desktop client

Distributed Two-Phase Commit (2PC) transaction coordinator with prepare/vote phase, unanimous consensus commit/abort logic, and failure recovery.

Raft consensus state machine managing election timers, randomized backoff, candidate vote counting, and leader quorum transition.

Conflict-free Replicated Data Type (CRDT) Last-Write-Wins element set with Lamport timestamps and deterministic two-way state merge.

Distributed Two-Phase Commit (2PC) transaction coordinator with prepare/vote phase, unanimous consensus commit/abort logic, and failure recovery.

Blackboard pattern architecture for multi-agent coordination with Knowledge Sources and prioritized agenda controller.

Universal Agentic Webhook Signature Verifier & Ingress Multiplexer. Authenticates multi-provider webhooks (Shopify, Stripe, GitHub, Slack, PayPal) with HMAC-SHA256 constant-time verification, timestam

Universal Agentic Webhook Signature Verifier & Ingress Multiplexer. Authenticates multi-provider webhooks (Shopify, Stripe, GitHub, Slack, PayPal) with HMAC-SHA256 constant-time verification, timestam

Enterprise Multi-Modal Contract Clause Risk Auditor & Redline Synthesizer. Scans enterprise MSAs, NDAs, and Vendor SOWs in Tencent Docs, detects high-risk clauses (unlimited indemnity, one-sided IP as

Autonomous Multi-Channel Inventory Restock Predictive Balancer & PO Generator. Forecasts SKU sales velocity using exponential moving averages (EMA), calculates safety stock buffers ($SS = z \cdot \sig

Autonomous Commerce Dynamic Bundling & Cross-Sell Recommender (inspired by Meta Muse, Shopify & Instacart Smart Carts). Analyzes cart items and intent, computes product complementary affinity scores,

Dynamic Few-Shot Agentic Prompt Compression & Token Sieve. Compresses multi-turn conversation history, strips verbose boilerplate and filler tokens, retains critical tool parameters and named entities

Autonomous Multi-Channel Inventory Restock Predictive Balancer & PO Generator. Forecasts SKU sales velocity using exponential moving averages (EMA), calculates safety stock buffers ($SS = z \cdot \sig

Autonomous Post-Purchase Price Drop Monitor & Retailer Refund Claim Arbiter. Tracks online purchases across Shopify, Walmart, Best Buy, and Target, detects price drops within the merchant price-match

Multi-Agent Speculative Execution & Early Cancellation Coordinator. Spawns speculative candidate execution paths concurrently, tracks milestone validation scores, and broadcasts early cancellation sig

Multi-Agent Speculative Execution & Early Cancellation Coordinator. Spawns speculative candidate execution paths concurrently, tracks milestone validation scores, and broadcasts early cancellation sig

Enterprise Multi-Speaker Meeting Action Item Extractor & WeChat Work Task Dispatcher. Analyzes conversational meeting transcripts from Tencent Meeting, Zoom, and Teams, extracts explicit commitments,

Dynamic Few-Shot Agentic Prompt Compression & Token Sieve. Compresses multi-turn conversation history, strips verbose boilerplate and filler tokens, retains critical tool parameters and named entities

Enterprise Cross-System Identity & Token Exchange Bridge (inspired by WeChat Work, Tencent Cloud OAuth2 & WorkBuddy Delegated Execution). Safely manages on-behalf-of token exchange, scoped permission

Autonomous Commerce Dynamic Bundling & Cross-Sell Recommender (inspired by Meta Muse, Shopify & Instacart Smart Carts). Analyzes cart items and intent, computes product complementary affinity scores,

Enterprise Cross-System Identity & Token Exchange Bridge (inspired by WeChat Work, Tencent Cloud OAuth2 & WorkBuddy Delegated Execution). Safely manages on-behalf-of token exchange, scoped permission

Autonomous Shipment Exception Detection & Delivery Rescheduler. Ingests FedEx, UPS, DHL, and SF Express tracking webhooks, detects failed delivery attempts and customs delays, auto-negotiates delivery

Enterprise Multi-Speaker Meeting Action Item Extractor & WeChat Work Task Dispatcher. Analyzes conversational meeting transcripts from Tencent Meeting, Zoom, and Teams, extracts explicit commitments,

Autonomous Shipment Exception Detection & Delivery Rescheduler. Ingests FedEx, UPS, DHL, and SF Express tracking webhooks, detects failed delivery attempts and customs delays, auto-negotiates delivery

Enterprise Multi-Modal Contract Clause Risk Auditor & Redline Synthesizer. Scans enterprise MSAs, NDAs, and Vendor SOWs in Tencent Docs, detects high-risk clauses (unlimited indemnity, one-sided IP as

Autonomous Post-Purchase Price Drop Monitor & Retailer Refund Claim Arbiter. Tracks online purchases across Shopify, Walmart, Best Buy, and Target, detects price drops within the merchant price-match

Autonomous Long-Horizon Agentic Memory Pruning & Importance Attributor. Evaluates multi-turn episodic memory buffers, calculates multi-factor salience scores (recency decay, user priority pinning, emo

Autonomous Agentic Cart Abandonment Recovery Orchestrator. Monitors abandoned checkout sessions in Meta Muse, Shopify, and WhatsApp Commerce, diagnoses friction causes (shipping cost shock, size doubt

Autonomous Multi-Modal Invoice & Receipt Reconciler. Parses structured financial receipts, invoices, and bank statements, performs tolerance-based three-way reconciliation, detects tax calculation dri

Enterprise Agentic RBAC/ABAC Least-Privilege Policy Synthesizer & Blast-Radius Auditor. Analyzes historical agent tool call audit logs, detects over-permissioned wildcards (*), synthesizes strict leas

Autonomous Multi-Modal Invoice & Receipt Reconciler. Parses structured financial receipts, invoices, and bank statements, performs tolerance-based three-way reconciliation, detects tax calculation dri

Autonomous Long-Horizon Agentic Memory Pruning & Importance Attributor. Evaluates multi-turn episodic memory buffers, calculates multi-factor salience scores (recency decay, user priority pinning, emo

Autonomous Agentic Cart Abandonment Recovery Orchestrator. Monitors abandoned checkout sessions in Meta Muse, Shopify, and WhatsApp Commerce, diagnoses friction causes (shipping cost shock, size doubt

Distributed Agent Fleet Heartbeat & Liveness Watchdog. Monitors heartbeat signals across distributed autonomous agent nodes, dynamically computes jitter-aware failover deadlines ($T_{\text{timeout}} =

Distributed Agent Fleet Heartbeat & Liveness Watchdog. Monitors heartbeat signals across distributed autonomous agent nodes, dynamically computes jitter-aware failover deadlines ($T_{\text{timeout}} =

Zero-Trust Agentic Indirect Prompt Injection & Jailbreak Firewall Sentinel. Inspects untrusted external documents, emails, web pages, and user inputs for instruction-override attacks, system prompt le

Autonomous Cross-Border E-Commerce Customs Tariff & Landed Cost Calculator. Classifies Harmonized System (HS) codes, evaluates de minimis duty exemption thresholds across global jurisdictions (US, EU,

Enterprise Cloud FinOps & Multi-Model LLM Inference Cost Governor. Monitors tenant token burn rates across Tencent Cloud and multi-model runtimes, routes queries across Flash-Lite, Flash, and Pro reas

Enterprise Data Lineage & Schema Change Blast-Radius Impact Analyzer. Constructs column- and table-level Directed Acyclic Graphs (DAGs) across Tencent Cloud Data Warehouses, Tencent Docs spreadsheets,

Autonomous Loyalty Points & Airline Miles Redemption Arbitrage Optimizer. Evaluates Cents-Per-Point (CPP) valuations across credit card transfer partners (Chase UR, Amex MR, Citi, Bilt), airline allia

Autonomous Cross-Border E-Commerce Customs Tariff & Landed Cost Calculator. Classifies Harmonized System (HS) codes, evaluates de minimis duty exemption thresholds across global jurisdictions (US, EU,

Autonomous Loyalty Points & Airline Miles Redemption Arbitrage Optimizer. Evaluates Cents-Per-Point (CPP) valuations across credit card transfer partners (Chase UR, Amex MR, Citi, Bilt), airline allia

Multi-Agent Resource Lock & Wait-For Graph (WFG) Deadlock Resolver. Tracks exclusive resource locks held and requested by concurrent autonomous agents, executes directed cycle detection over the Wait-

Proactive Personal Agent Social Relationship CRM & Dunbar Cadence Nudger. Models concentric Dunbar social circles (Inner Circle 5, Close 15, Key Network 50, Active 150), tracks interaction recency and

Multi-Agent Resource Lock & Wait-For Graph (WFG) Deadlock Resolver. Tracks exclusive resource locks held and requested by concurrent autonomous agents, executes directed cycle detection over the Wait-

Proactive Personal Agent Biometric & Circadian Energy Scheduler. Models the Borbely Two-Process sleep/alertness dynamics (homeostatic sleep pressure Process S + circadian rhythm Process C) from wearab

Proactive Personal Agent Social Relationship CRM & Dunbar Cadence Nudger. Models concentric Dunbar social circles (Inner Circle 5, Close 15, Key Network 50, Active 150), tracks interaction recency and

Multi-Agent Byzantine Fault Tolerant (BFT) Quorum Voting Arbiter. Enforces 3f+1 Byzantine resilience across heterogeneous LLM verifier agents, filters hallucinating or adversarial outlier nodes using

Multi-Agent Byzantine Fault Tolerant (BFT) Quorum Voting Arbiter. Enforces 3f+1 Byzantine resilience across heterogeneous LLM verifier agents, filters hallucinating or adversarial outlier nodes using

Enterprise Cloud FinOps & Multi-Model LLM Inference Cost Governor. Monitors tenant token burn rates across Tencent Cloud and multi-model runtimes, routes queries across Flash-Lite, Flash, and Pro reas

Autonomous Subscription Churn Prediction & Dynamic Retention Negotiator. Evaluates subscriber telemetry (usage drop-off, support friction, billing price sensitivity, tenure LTV), diagnoses cancellatio

Zero-Trust Agentic Indirect Prompt Injection & Jailbreak Firewall Sentinel. Inspects untrusted external documents, emails, web pages, and user inputs for instruction-override attacks, system prompt le

Enterprise Data Lineage & Schema Change Blast-Radius Impact Analyzer. Constructs column- and table-level Directed Acyclic Graphs (DAGs) across Tencent Cloud Data Warehouses, Tencent Docs spreadsheets,

Proactive Personal Agent Biometric & Circadian Energy Scheduler. Models the Borbely Two-Process sleep/alertness dynamics (homeostatic sleep pressure Process S + circadian rhythm Process C) from wearab

Autonomous Subscription Churn Prediction & Dynamic Retention Negotiator. Evaluates subscriber telemetry (usage drop-off, support friction, billing price sensitivity, tenure LTV), diagnoses cancellatio

Autonomous hierarchical multi-agent team (CEO -> Manager -> Workers) for Model Context Protocol (MCP). Mix Claude Code, Antigravity, Codex & Direct API with persistent SQLite queues and a real-time we

🔍 Visualize any Claude Code agent harness — CLAUDE.md, subagents, skills, commands, hooks & MCP servers — as an interactive flow graph. Import from GitHub, ZIP, or local folder. 100% client-side.

Multi-agent orchestration for Claude Code: MCP server + skill that keeps Claude as lead engineer while delegating backend work to OpenAI Codex and frontend/design work to Kimi

Authoritative multi-agent software engineering coordinator with isolated Git worktrees, write scope locking, test verification, and serialized merge queue. (v0.1.0-beta).

Alpha: local-first macOS app for persistent AI teammates, open model endpoints, and MCP tools

Universal Context, Rules & Handoff Bridge for AI Coding Tools (Cursor, Copilot, Cline, Claude Code, Antigravity, MCP)

Pulse — Hermes-style self-improving AI agent. Reliability-first rebuild with evaluated skill self-evolution, multi-agent team orchestration, dialectic user modeling, and fully self-hosted default stac

A modern, multi-agent desktop AI client built with Tauri, SvelteKit, and Rust.

A token-efficient, provider-agnostic vision layer for reasoning models via MCP.

Multi-agent browser MCP runtime for isolated, persistent, parallel Playwright sessions. Run multiple AI agents without shared tabs or browser state.

Allow your coding agents to self discover and collaborate with eachother (Claude Code, Codex, open code and other 9 supported)

A hands-on, step-by-step workshop for building a Travel Assistant agent on Microsoft Foundry hosted agents with the Agent Framework - growing from a single agent to a multi-agent planner with function

Firewall-friendly messaging for AI agents: MCP server that turns one Azure Storage account into an addressed multi-agent message bus. Pull-only, zero inbound ports.

All-in-one MCP server. Agents get memory, tools, and coordination in one binary.

A wall of mail slots for coding agents running in parallel. Each git worktree gets a pigeonhole; agents post what they are working on and leave each other notes. No server, no daemon, no MCP. One POSI

Local MCP relay for cross-model agent teams. Your Claude, Codex, and other agents talk to each other over Unix sockets. No broker, no network, no accounts.

The task tracker your AI agents keep for each other: every task carries a case file, so the next agent picks up where the last one stopped. MCP server + live board. Self-hosted, one-line install.

Codex MCP server: run parallel Codex CLI workers in isolated git worktrees, state on disk, web dashboard, auto-update.

Shared, brain-inspired memory for AI agents: 13 brain regions with awake/sleep loops, a live visualizer, agents connected via REST/SDK/MCP, governance & audit, and business-value metrics. Works with C

麦门圆桌（mcd-roundtable）｜五个 AI 人格辩论，逼出最优麦当劳订单。基于麦当劳 MCP（mcd-mcp / Model Context Protocol）的多智能体点餐决策 Skill：菜单、券、营养、价格全部来自官方接口，金额只认 calculate-price，绝不估算。凑单最省 / 优惠券最大化 / 营养配餐 / 一键下单。Multi-agent McDonald's MCP