brandonkramer

zSwarm

Community brandonkramer
Updated

Coordinate CLI agent crews in Zellij panes — CLI + MCP

zSwarm

Coordinate CLI AI crews across Zellij terminal panes. Control agents, pass prompts between panes, manage git worktrees, inspect outputs, and sync crew tasks via CLI or Model Context Protocol (MCP).

                       you ──▶ any agent ──┐
                                           │ zswarm({op:"send", to:"reviewer"})
                                           ▼
      every pane can call zswarm ──▶ ┌─────────┐
      so agents drive each other     │ zswarm  │
                                     │ cli/mcp │
                                     └────┬────┘
                       paste + Enter ┌────┴────┐ read screen / pushed state
                                     ▼         ▼
 ══ this machine ══════════════════════════════╗ ══ ssh user@build-01 ═════════╗
   zellij "crew"                               ║   zellij "ci"                 ║
                                               ║                               ║
   ┌────────────┐  send   ┌────────────┐       ║   ┌────────────┐              ║
   │ codex      │────────▶│ claude     │───────╫──▶│ opencode   │              ║
   │ builder    │◀────────│ reviewer   │  send ║   │ test-runner│              ║
   │ wt:feat-a  │ signal  │ wt:rev-a   │       ║   │ wt:feat-a  │              ║
   └────────────┘         └────────────┘       ║   └──────┬─────┘              ║
   ┌────────────┐         ┌────────────┐       ║   ┌──────▼─────┐              ║
   │ cursor     │         │ agy        │       ║   │ pi         │              ║
   │ refactor   │         │ docs       │       ║   │ deploy     │              ║
   │ wt:feat-b  │         │ wt:docs    │       ║   │ cwd:/srv   │              ║
   └────────────┘         └────────────┘       ║   └────────────┘              ║
 ═══════════════════════════════════════════════╝ ══════════════════════════════╝
     one pane = one agent + one role + optionally its own worktree
     any pane can drive any other, on this machine or across the ssh boundary

⚡ Quick Start

Requirements

  • Zellij ≥ 0.42 on PATH (or set ZSWARM_BIN / ZSWARM_PATH)
  • Node.js ≥ 20

Installation

npm i -g zswarm
zswarm list

Enable the optional Zellij event-bus plugin once per machine for zero-polling state updates:

zswarm bus --install

MCP Server Setup

Configure zswarm-mcp (stdio MCP server bundled with the package) in your MCP host:

{
  "mcpServers": {
    "zswarm": {
      "command": "/absolute/path/to/zswarm-mcp",
      "env": {
        "ZSWARM_SESSION": "my-zellij-session"
      }
    }
  }
}

Note: Use the absolute path to zswarm-mcp and specify ZSWARM_SESSION to prevent ambiguous session errors when multiple Zellij sessions run.

Usage & Quick Syntax

Every operation is supported both via CLI (zswarm <op> [flags]) and MCP (zswarm({ op: "<op>", ... })).

Essential Examples

# 1. Inspect Panes & Status
zswarm list                                     # List active panes
zswarm status                                   # Check status: busy | waiting | idle | exited

# 2. Spawn Panes & Worktrees
zswarm spawn --command "claude" --name reviewer # Spawn agent pane
zswarm spawn --command "codex" --worktree feature-auth --name auth-dev   # Isolated git worktree pane

# 3. Pass Prompts & Input
zswarm send --to reviewer --body "Review changes in src/" --submit auto
zswarm keys --to reviewer --key "Ctrl c"        # Send special keys / interrupts

# 4. Read Outputs & Wait
zswarm dump --to reviewer --max 4000            # Read recent screen tail
zswarm tail --to reviewer                       # Incremental read since last check
zswarm wait --to reviewer --match "DONE"        # Block until pattern matched or pane idle

# 5. Coordinate Crew & Sync Signals
zswarm broadcast --all --group builder --body "Run test suite"  # group matches pane title or command
zswarm signal --channel tests --payload ok      # Send signal to durable channel
zswarm await --channel tests --count 3          # Wait for 3 worker signals

📋 Operations Reference

Operation Purpose Key Parameters / Flags
list / sessions List panes or live Zellij sessions verbose
status Panes classified by state (idle, busy, waiting, exited) to, sampleMs, since-last
spawn Launch command in new pane, tab, or git worktree command, name, cwd, worktree, tab, newTab
send Send text / prompt into a pane to, body, submit (auto|double-enter|none), expect
dump Read screen content (screen tail) to, max (default 8000)
tail Incremental screen read since last cursor to, reset
wait Block until quiet, pattern match, or idle to, match, for (idle), idleMs, timeoutMs
broadcast Send one prompt to multiple panes to, tab, all, group, body
keys / interrupt Send key combos (Ctrl c, Esc) or raw chars to, keys, chars, enter, hard
close Close a pane to, force
signal / signals / await Durable message channels & barrier sync channel, payload, count
worktrees / unworktree List or remove managed git worktrees cwd, branch, path, force
diff / checkpoint Inspect peer worktree patch or autocommit WIP branch, path, stat, message
rename / focus Retitle pane/tab or focus pane to, tab, name
tabs / layout / stack Inspect tabs, layout KDL, or stack panes to, max
bus / log Event bus plugin management & delivery log install, clear, failed, limit

🛡️ Safety & Policy Guards

  • Self-Target Guard: Operations refuse to modify zSwarm's own pane (allowSelf: true to override).
  • Execution & Exited Guards: Prevents writing to exited panes (force: true to override).
  • Prompt Safety (expect): send --expect <text> ensures target pane screen contains <text> before writing (prevents accidental shell execution).
  • Submission Verification (submit): auto verifies text submission into TUI composers and retries Enter if unsubmitted.

Environment Security Controls

Env Variable Effect
ZSWARM_READONLY=1 Disable all write ops (send, spawn, close, etc.)
ZSWARM_ALLOW_PANES / ZSWARM_DENY_PANES Comma-separated list/patterns of allowed/denied pane titles
ZSWARM_ALLOW_SPAWN=0 Disable spawning new panes
ZSWARM_ALLOW_CLOSE=0 Disable closing panes
ZSWARM_ALLOW_WORKTREE_REMOVE=0 Disable removing git worktrees

⚙️ Environment Variables

Variable Description
ZSWARM_BIN / ZSWARM_PATH Path to zellij executable
ZSWARM_SESSION Default Zellij session name
ZELLIJ_SESSION_NAME Active Zellij session (set automatically inside Zellij panes)
ZSWARM_WORKTREE_ROOT Directory for linked worktrees (default: <repo>-worktrees)
ZSWARM_STATE_DIR State storage directory for logs, signals, and cursors (default: ~/.zswarm)
ZSWARM_SSH user@host — Route Zellij commands across SSH

📦 Monorepo Structure

Package Purpose
zswarm Main meta-package (npm i -g zswarm)
@zswarm/core Core Zellij client and shared dispatch engine
@zswarm/cli zswarm command line interface
@zswarm/mcp Stdio MCP server (zswarm-mcp)
@zswarm/wasm Precompiled Rust event-bus WASM plugin
@zswarm/pi Extension bridge for harnesses without native MCP support

📜 License

MIT

MCP Server · Populars

MCP Server · New

    Get-Concord-AI

    Concord MCP

    Live messaging for coding agents

    Community Get-Concord-AI
    alijancb

    Subio MCP

    Open-source MCP server for discovering fast-growing internet conversations with Subio

    Community alijancb
    ruezo

    MCP Video Digest (视频内容提取总结)

    MCP Server for transcribing videos via video links and summarizing video content

    Community ruezo
    LastSearch-HQ

    LastSearch

    Reliable research infrastructure for AI agents. Evidence-backed web search with citations, confidence scores, and Clarity anti-hallucination. MCP server, REST API, Python SDK.

    Community LastSearch-HQ
    gtfodevs

    Autonomo MCP

    Tired of 'it works' lies? Autonomo MCP makes your AI prove it—on real hardware, right in your editor.

    Community gtfodevs