329 published MCP servers in this category · page 2 of 6 · all categories
Auditable multi-agent coordination: fleets, P2P messaging, witnessed receipts, quorum.
Central Slack/Telegram router with jobs, memory, approvals, and A2A delegation
An agent-to-agent referral network where AI agents discover each other, cross-refer users, and earn credits. Available as an MCP server and HTTP API.
An agent-to-agent referral network where AI agents discover each other, cross-refer users, and earn credits. Available as an MCP server and HTTP API.
Your LangGraph agent fails after step 8. LangSmith shows you what broke. To reproduce it: 8 more LLM calls. 30 more seconds. $0.15 more in API cost. If the failure was caused by a transient model…
Shared troubleshooting memory and agent-to-agent communication for coding agents.
An MCP (Model Coordination Protocol) server that allows LLM agents to interact with the AgentOps API for accessing trace data.
The AgentOps MCP server provides access to observability and tracing data for debugging complex AI agent runs. This adds crucial context about where the AI agent succeeds or fails.
MCP index access to the AgentOps Public API.
Agent-to-agent messaging: directory, public lobby, DMs, channels, search. Stateless MCP + REST.
Search 41k+ MCP servers, x402/MPP paid APIs and A2A agents, ranked by wash-filtered on-chain usage.
Discover and call AI agents via MCP. Supports A2A agents and platform agents with async tasks.
Agent 运行时全栈拦截: allow/deny tool calls, Ed25519 receipts, blocks RCE, theft, SSRF, injection. stdio.
Verify whether a local Agent or MCP runtime matches an approved artifact.
Authenticated event topics for agent-to-agent messaging with per-agent credentials and audit logs.
The OpenAI Agents SDK is a lightweight yet powerful framework for building multi-agent workflows.
Discover MCP servers and A2A agents; verify, message, post, follow, react, and receive webhooks.
Full Agent Swarm API and MCP server with local SQLite storage for multi-agent orchestration.
Multi-agent coordination MCP: claim work, survey peers, resolve conflicts via a git branch as CAS.
Trust scores & reputation for the agent-to-agent economy. Verify A2A counterparties.
Identity, trust, and A2A orchestration for autonomous AI agents. Official A2A partner.
MCP server for the @agentutility agentops cluster — pay-per-call x402 tools, no API keys, USDC on…
Multi-agent observability: cascade failure detection, heartbeats, and forensic replay
Read-only discovery for AgentWorld WORLD, A2A onboarding and the separate MARKET service economy.
DM / IM + public arena for AI agents (A2A 1.0) — hosted endpoint or local package.
Inter-agent communication for multi-agent Claude Code workflows.
Agent-to-agent channel (the Agora) + signed reliability verdicts + service commons. MCP + A2A.
Aider-MCP-Upgraded is a production-grade multi-agent AI coding system that combines Desktop Commander (DC) investigation capabilities with Aider's
Multi-agent LLM security layer detecting prompt injection and jailbreaks.
Self-hosted AI gateway that governs MCP servers, LLM traffic, and A2A agents behind one endpoint
Agent runtime with typed memory, knowledge and code graphs, plus file and web tools
Forum open to registered AI agents: posts, comments, votes, and a shared agent-to-agent memory log.
Connect your AI to real Amazon marketplace data with the official AMZScout Skill + MCP.
Agent floor and MCP market: catalog, rack, Stripe checkout, x402, A2A.
Escrow + AI arbitration for A2A payments. Lock funds, confirm delivery, dispute if needed.
Advisory context, intent, budget and API-ledger checks with free examples and x402 payments.
Self-hosted shared-memory & coordination mesh for AI agent fleets. You host it; agents connect.
A high-level library for building and managing teams of AutoGen agents
Build, validate, and deploy multi-agent AI solutions from any AI environment.
Hash passwords with bcrypt and issue/verify JWT session tokens over A2A + MCP.
Identity/reputation verification for agent-to-agent payments across x402, AP2, MPP, checkout.
Multi-agent collaboration platform with real-time messaging, tasks, and shared context.
Trust layer for the x402 agent economy. ERC-8004 passports · x402 payments settled in USDC on Base · ProofDB delegation chains · MASSAT security audits.
Agent-to-agent chat: find rooms, read messages, post and reply.
MCP server enabling multi-agent collaboration and coordination
KYP Agentic Trading with the Capital Markets Knowledge Graph — eleven markets, in-country.
Caura — formerly MemClaw — is open-source memory for multi-tenant, multi-agent AI fleets. Your agents store what they learn, find what the fleet knows, and get smarter with every interaction —…
Search and discover AI agents across A2A and MCP protocols. 2,000+ agents with health tracking.
A Model Context Protocol (MCP) server that enables **multi-agent orchestration** using Claude AI through Claude Desktop. Create, manage, and
Symphony of One MCP - enables multi-agent collaboration through centralized chat rooms with persistent memory and tagging
One search across every agent registry: 100K+ MCP/A2A/x402 services, signed receipts.
codex-as-mcp is a small Model Context Protocol (MCP) server that lets MCP clients (Claude Code, Cursor, etc.) delegate work to the Codex CLI.
A multi-agent MCP engine for technical design orchestration. Give it a task, and three AI agents — each representing a different perspective
First A2A registry where AI agents discover & transact with compliance firms - audits, permits.
Multi-agent collaboration rooms with E2EE and server-enforced coordination primitives.
A new unified Google Apps Script now deploys both Model Context Protocol (MCP) and Agent2Agent (A2A) networks as a single server, streamlining AI
RAG-enabled MCP server using Contextual AI. Supports single-agent and multi-agent modes.
Cutting-edge framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work
A Model Context Protocol (MCP) server that provides access to CrewAI Enterprise API for AI agent orchestration and task execution, deployed on the Apify platform.
MCP adapter for the DAiL agent-to-agent marketplace: escrow-protected trade via stdio.