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Best MCP servers for multi-agent orchestration

We found 212 MCP servers for multi-agent orchestration in the catalog; these are the 15 that rank highest. The order comes from our rank, which weighs adoption, freshness, documentation and publisher identity. Nobody can pay for a place on this list. Agent-Native Dispatch, Agent Swarm and Sub Agents MCP lead it. Gemot Deliberation Server is published by the company that makes it. Agent-Native Dispatch has the most GitHub stars here (7,507). 15 of the 15 had activity in the last 30 days. Remote servers need no local install; local ones run on your machine and can reach local files. Each entry lists why it made the list and links to its install page.

Updated Oct 26, 2026 · Built from catalog data; how we rank and grade

Top 15 of 212

  1. 1
    Agent-Native Dispatch

    BuilderIO

    Central Slack/Telegram router with jobs, memory, approvals, and A2A delegation

    • Most GitHub stars here (7,507)
    • Remote server, no local install
    • Active in the last 30 days

    ★ 7.5KLast active Oct 24, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

  2. 2
    Agent Swarm

    desplega-ai

    Full Agent Swarm API and MCP server with local SQLite storage for multi-agent orchestration.

    • Most weekly downloads here (3.4K)
    • Remote server, no local install
    • Active in the last 30 days

    ★ 937↓ 3.4K/wkLast active Oct 26, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

  3. 3
    Sub Agents MCP

    shinpr

    MCP server for delegating tasks to specialized AI sub-agents across coding tools

    • Active in the last 30 days
    • Open source (MIT)

    ★ 98Last active Oct 22, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  4. 4
    Agent Intern

    SinanTufekci

    Delegate from Claude Code to Gemini, Codex, Copilot, Cursor and opencode CLIs as sub-agents.

    • Active in the last 30 days
    • Open source (MIT)

    ★ 29↓ 276/wkLast active Oct 15, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  5. 5
    thread-keeper

    po4erk91

    Multi-agent shared brain across Claude, Codex, Antigravity, Gemini, Copilot, and VS Code.

    • Active in the last 30 days
    • Open source (MIT)

    ★ 13↓ 339/wkLast active Oct 23, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  6. 6
    Pi Durabletask MCP

    Nyarlathoteppppp

    Multi-provider Pi agent teams: parallel delegates, coordination, steering, optional recovery.

    • Active in the last 30 days
    • Open source (MIT)

    ★ 15Last active Oct 24, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  7. 7
    Agent Memory Os

    yamantaka520

    Local-first memory engine for AI-agent teams: team/project ACL, recall, and federated sync.

    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 7↓ 236/wkLast active Oct 1, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  8. 8
    agent-mailbox — Mailbox and Wake System for AI Agent Teams

    polaris-smart

    Mailbox + wake system for AI agent teams: letters always land, right agent wakes, quiet otherwise.

    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 3↓ 139/wkLast active Oct 10, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  9. 9
    A2A Auditor

    GuardBee

    Scans Agent2Agent (A2A) protocol code for webhook SSRF, missing auth, and credential exposure

    • Active in the last 30 days
    • Open source (MIT)

    ★ 1↓ 570/wkLast active Oct 22, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  10. 10
    Gemot Deliberation Server

    gemot.devOfficial

    Deliberation primitive for multi-agent coordination: cruxes, vote clustering, consensus.

    • Published by the vendor
    • Remote server, no local install
    • Active in the last 30 days

    ★ 3Last active Oct 24, 2026Remote (HTTP), Remote (SSE)Claude Code, VS Code, Cursor, Windsurf

  11. 11
    Hashnet

    hashgraph-online

    Universal AI Agent Discovery - search 59,000+ agents across MCP, NANDA, A2A, OpenRouter

    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 13↓ 46/wkLast active Oct 1, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  12. 12
    subtask

    tedin7

    Background sub-agents for Claude Code, Codex, Kimi and OpenCode, over MCP, with a spend cap.

    • Active in the last 30 days
    • Open source (MIT)

    ↓ 533/wkLast active Oct 22, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  13. 13
    payware

    payware

    payware A2A payments API for merchants, ISVs and payment institutions

    • Active in the last 30 days
    • Open source (MIT)

    ↓ 460/wkLast active Oct 22, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  14. 14
    MCP Verification Gate: check an MCP server or an A2A agent before you connect…

    ogasurfproject-jpg

    Check an A2A agent before you delegate, or an MCP server's measured conduct.

    • Remote server, no local install
    • Active in the last 30 days
    • Open source (MIT)

    ★ 2Last active Oct 23, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

  15. 15
    Gryz

    grtwo-jcansler

    Shared memory and workspace for your AI agent team, plus doc publishing.

    • Remote server, no local install
    • Active in the last 30 days
    • Open source (MIT)

    ★ 2Last active Oct 21, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

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