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.

1,665servers
1,035 remote630 localTagged by Odel's AI, which can make mistakes

Best fit

1,182 made for this, ranked by starsRemoteLocal
  1. Quilt @wkoverfield/quiltTrack which AI agent wrote which lines in a shared Git checkout; each commits only its own lines.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.6 GitHub stars.
  2. MIND @theastraway/mindMIND knowledge-graph memory for agents. 44 tools: CRM, Life, MoneyMIND, Budget, Sheets, Email, Sign.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.6 GitHub stars.
  3. Forkflux @forkflux/forkflux-mcpSelf-hosted multi-agent collaboration and audit layer for AI-assisted engineering teams5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.6 GitHub stars.
  4. Tuning Engines - Governed AI Runtime @cerebrixos-org/tuning-enginesGovern model, agent, skill, and MCP workflows with policy, approvals, traces, and usage analytics.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.6 GitHub stars.
  5. Hermes Action Bridge @thebluehouse75/hermes-action-bridgeDelegate real-world actions from Claude Code, Codex, and other agents to Hermes Agent.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.6 GitHub stars.
  6. Casefile @azimov777/casefileSelf-hosted MCP server: a case file for every task, shared across sessions, agents and people.8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.5 GitHub stars.
  7. Fagan @motock/faganAutonomous coding pipeline: frontier models plan and review, a local model implements, gated by TDD.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.5 GitHub stars.
  8. Agenzax @agenzax/agenzax-mcpB2B network where companies' AI agents discover, negotiate, and build reputation. E2E-encrypted.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.5 GitHub stars.
  9. AI Architect Spec @cdeust/ai-architect-mcp-specPRD verification and host-driven generation with multi-judge consensus across 17 MCP tools.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.5 GitHub stars.
  10. PRD Spec Generator @cdeust/prd-spec-generatorTurns a feature description into a verified 9-file PRD — multi-judge consensus, 17 MCP tools.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.5 GitHub stars.
  11. Pseudolife Memory @pseudogiant-xr/pseudolife-mcpPersistent memory for MCP-compatible agents: memory bank, fact cortex, dreams, graph.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.5 GitHub stars.
  12. Wiff @xxxoooxoxo/wiffDeterministic, resumable multi-agent workflows across Codex, Claude, Cursor, and Kimi.8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.5 GitHub stars.
  13. Polis Protocol @yehudalevy-collab/polis-protocolLocal-first control plane for coding agents: routing, reservations, and guardrails.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.5 GitHub stars.
  14. GLM MCP @djerok/glm-mcpGLM (Zhipu/Z.ai) as a ~10x cheaper file-editing subagent for AI coding agents.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.5 GitHub stars.
  15. Schelling Protocol @codyz123/schelling-protocolUniversal coordination protocol for AI agents. Discovery, matching, and negotiation.11% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.5 GitHub stars.
  16. Thronglets @shangri-la-0428/throngletsP2P shared memory substrate for AI agents — stigmergic knowledge network via libp2p39% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.5 GitHub stars.
  17. Korg Ledger @new1direction/korg-ledgerVerifiable cognition: prove a session ledger is tamper-evident; audit & import any agent's logs.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.5 GitHub stars.
  18. Moltbridge @jkheadley/moltbridgeAgent network intelligence for AI agents. Trust scoring, broker discovery, and Ed25519 identity.9% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.5 GitHub stars.
  19. Aganium MCP @aganium/mcp-serverBridge MCP servers to the AGENIUM agent:// network with DNS resolution and mTLS6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.5 GitHub stars.
  20. nomArmy @rayson-tech/nomarmySandboxed coding workers, verified: tests rerun fresh and must fail with the change reverted.Not assessed yet.Runs on your machine, installed from npm.4 GitHub stars.
  21. Amber Electric MCP by UnClick @malamutemayhem/amberReal-time Australian electricity spot prices and renewables data from Amber Electric. By UnClick.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  22. Tirith @eabz/tirithCoordination server for parallel coding agents: claims, contracts, notices, and memory notes.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from cargo.4 GitHub stars.
  23. ABN Lookup MCP by UnClick @malamutemayhem/abnAustralian Business Number lookup and business name search. By UnClick.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  24. Jules Dispatch @yuuqq/jules-dispatchBatch-dispatch coding tasks to Google Jules: 50 parallel sessions, plan approval, PR collection.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.