Agent collaboration MCP servers

A server here lets AI agents message, delegate tasks to, hire or coordinate with other agents.

Not here: human chat apps and team chat.

1,657servers
1,028 remote629 localTagged by Odel's AI, which can make mistakes
By GitHub stars, at most two per publisher
  1. Number 1: Claude Flow@ruvnet/claude-flowAI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.9% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.73,814 GitHub stars.
  2. Number 2: PraisonAI@mervinpraison/praisonaiAI Agents Framework with Self Reflection and MCP support5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.9,215 GitHub stars.
  3. Number 3: Agent-Native Dispatch@builderio/agent-native-dispatchCentral Slack/Telegram router with jobs, memory, approvals, and A2A delegation5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.7,121 GitHub stars.

Best fit

1,176 made for this, ranked by starsRemoteLocal
  1. Omnara @omnara/omnaraDeploy durable AI agents with Omnara, an open-source managed-agent platform.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.2,905 GitHub stars.
  2. Jshookmcp @vmoranv/jshookmcpSearch-first MCP server for JavaScript reverse engineering: 735 tools across 36 domains.9% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2,035 GitHub stars.
  3. Bernstein @chernistry/bernsteinDeclarative agent orchestration for engineering teams4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1,416 GitHub stars.
  4. Nautilus Compass Memory @chunxiaoxx/nautilus-compassLocal-first long-term memory for AI agents, with byte-recomputable signed verification receipts.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.1,260 GitHub stars.
  5. Bernstein @sipyourdrink-ltd/bernsteinThe open-source governance layer for AI agents. Byte-identical run receipts, 40+ adapters, air-gap.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1,215 GitHub stars.
  6. Attestix @vibetensor/attestixAI agent identity, W3C credentials, EU AI Act compliance. 47 MCP tools.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.874 GitHub stars.
  7. Agent Swarm @desplega-ai/agent-swarmFull Agent Swarm API and MCP server with local SQLite storage for multi-agent orchestration.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.873 GitHub stars.
  8. Memorix @avids2/memorixLocal-first project memory with legacy MCP and 2026 discovery compatibility.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.829 GitHub stars.
  9. Foremerge @naw103/foremergeCoordinate parallel coding agents, above Git5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from cargo.538 GitHub stars.
  10. Claudexor @razzant/claudexorRoute coding work across Claude Code, Codex, Cursor, and OpenCode with shared context.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.501 GitHub stars.
  11. Concord MCP @get-concord-ai/concord-mcpCross-harness communication and shared work-state for AI coding agents.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.456 GitHub stars.
  12. Ruv Swarm @ruvnet/ruv-swarmNeural network swarm orchestration with WebAssembly acceleration and MCP integration6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.381 GitHub stars.
  13. ClaudeR - RStudio MCP Server @imnmv/clauderConnect RStudio to AI assistants for interactive R coding and data analysis.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.350 GitHub stars.
  14. COTAL actions (cotal.ai) @cotal/cotalcotal.ai actions: product overview, site search, build log, feedback, Cloud waitlist, updates, calls4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.308 GitHub stars.
  15. AP2 @codespar/mcp-ap2DEPRECATED: no live endpoint (AP2 is a spec; ap2.googleapis.com serves no API)4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.272 GitHub stars.
  16. Sage @l33tdawg/sagePersistent, consensus-validated institutional memory for AI agents. Runs locally.9% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.255 GitHub stars.
  17. Agenticmail MCP @agenticmail/mcpReal email and SMS for AI agents — send mail, receive verification codes, drive a real inbox.8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.231 GitHub stars.
  18. Lobu @lobu-ai/lobuShared, permission-aware company context for AI agents, with provenance, approvals and audit.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.225 GitHub stars.
  19. OMEGA Memory @omega-memory/omega-memoryPersistent memory, coordination, and learning for AI agents. Local-first, 25 MCP tools.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.222 GitHub stars.
  20. MPP32 @mpp32/mpp32-mcp-serverPayment layer for AI agents. One MCP, five protocols, thousands of paid APIs your agent can call.13% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.221 GitHub stars.
  21. MCP Task Orchestrator @jpicklyk/task-orchestratorServer-enforced workflow discipline for AI agents: work items, dependency graphs, quality gates5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.208 GitHub stars.

Also touches on Agent collaboration

417 where it is one part of a bigger job