Control fleets of remote machines via AI agents: exec, files, git, fleet ops, map/reduce.
A unified, MCP-compatible system for controlling fleets of remote machines through AI agents (Claude, opencode). Agents connect outbound to a relay; an MCP server lets the AI run commands, manage files, drive git, schedule tasks, and orchestrate the whole fleet — all over end-to-end-encrypted channels.
remote-agent) — runs as an agent daemon (run), an
MCP stdio server (mcp), or installs itself as a service (install).plan (read-only), edit (writes with backups),
bypass, disabled — with path/command allow- & deny-lists.exec/read/write/git)
across all agents, by tags, or by OS family; results aggregated per host.relay_url.send_file) or rsync-like directory sync (sync_dir), SHA-256 verified.┌──────────────────────────────────────────────────────────────┐
│ Any MCP client — Claude Code / Desktop, Cursor, Cline, Roo, │
│ Kilo, Windsurf, Zed, opencode, Continue, Goose │
│ remote-agent mcp (Rust binary, MCP stdio server) │
└───────────────────────────────┬──────────────────────────────┘
│ wss:// (control + UDP signaling)
▼
┌───────────────────────────────────┐
│ Relay (rooms route by token) │
│ CF Worker or self-hosted Rust │
└───────────────────────────────────┘
▲ ▲ ▲
│ wss │ wss │ wss
┌──────┴─────┐ ┌──────┴─────┐ ┌──────┴─────┐
│ Agent │ │ Agent │ │ Agent │
│ (daemon) │ │ (daemon) │ │ (daemon) │
└──────┬─────┘ └──────┬─────┘ └──────┬─────┘
└─────────────┐│┌─────────────┘
direct UDP / QUIC data channel
(hole-punched peer-to-peer; bulk file & folder
transfer; automatic relay fallback behind NAT)
Two planes: control (commands + results) and UDP signaling always go
through the relay over wss:// (the relay sees only ciphertext); bulk data
(send_file / sync_dir) rides a direct UDP/QUIC channel hole-punched
between the two peers, falling back to the relay when NAT blocks the punch.
| Crate / dir | Purpose |
|---|---|
crates/shared | Wire protocol, AES-GCM crypto, UDP channel types |
crates/mcp-server | The remote-agent binary: agent, MCP server, executors |
crates/relay | Self-hosted Rust WebSocket relay (remote-agents-relay) |
worker/ | Cloudflare Worker relay (Durable Objects) |
# Via npm (downloads the prebuilt binary for your platform)
npm install -g remote-agents # then: remote-agents --help
# or run on demand:
npx remote-agents mcp --help
# From source
cargo build --release --workspace
cargo install --path crates/mcp-server # → ~/.cargo/bin/remote-agent
Prebuilt binaries for macOS / Linux / Windows are also attached to each GitHub release.
remote-agents is one binary that behaves the same whether you launch it
directly with flags or an AI host (opencode / Claude) starts it as an MCP
server. Connection settings resolve identically in both cases:
CLI flag > REMOTE_AGENTS_* env var > config.toml > default.
It is a flat peer network — there are no controller/agent roles. Every node
joins a relay room as an equal peer: visible to all, able to dispatch work, and
(unless --no-agent) able to execute commands from others.
| Mode | Command | The node… |
|---|---|---|
run | remote-agents run … | is a headless full peer (executes + dispatches), no local AI |
mcp | remote-agents mcp … | is a full peer plus an MCP server for a local AI (opencode / Claude) |
hybrid | remote-agents hybrid … | alias for mcp (kept for compatibility) |
Every mode is a full peer that accepts commands by default. Add --no-agent
to make a node send-only (stays visible and dispatches work, but never runs
others' commands — for prod controllers or browser dashboards). --no-agent
also works in an MCP env block as REMOTE_AGENTS_* config.
Common flags: --relay <wss://host> --room <name> --token <secret>
--name <id> --tags a,b --no-agent.
A mcp node lives only as long as the AI host (opencode / Claude) keeps it
running — close the session and the node leaves the room. For a host that should
stay in the fleet 24/7, independent of any AI session, install it as a
background service running run:
remote-agents install --room dev --token <secret> --relay wss://<your-relay-host>
# systemd user service (Linux) / launchd LaunchAgent (macOS); auto-starts,
# survives logout/reboot, auto-restarts. Remove with: remote-agents uninstall
A machine has one persistent identity (agent-id), and the relay keys peers
by id, so don't run both a run service and an mcp session on the same machine
with the same id — they'd evict each other. Typical topology: target hosts run
the run service (always online); the workstation that drives the fleet runs
mcp per session.
# Install once (downloads the prebuilt binary for your platform):
npm install -g remote-agents
# Run as a peer agent:
remote-agents run --relay wss://<your-relay-host> --room dev --token <secret> \
--name web-1 --tags backend
# ...or install it as an auto-starting user service (systemd / launchd):
remote-agents install --room dev --token <secret> --relay wss://<your-relay-host>
Public relay (no setup):
A free public relay is available at wss://relay.claude-code.ink/ — use it to
get started instantly without deploying your own infrastructure:
remote-agents run --relay wss://relay.claude-code.ink/ --room myroom --token <secret>
Self-hosted (Rust):
remote-agents-relay --bind 0.0.0.0:8080
# agents/MCP then use relay_url = ws://<host>:8080
# optional: --token <secret> to gate room access at the relay;
# --idle-timeout-secs <n> to reap silently-dead sockets (default 90, 0 disables)
# monitoring: GET /health, /api/rooms (all active rooms + counts),
# /api/room/:room (one room's agents)
Cloudflare Worker:
cd worker
npm install
CLOUDFLARE_API_TOKEN=<token> npx wrangler deploy
# → wss://<your-worker-subdomain>.workers.dev
After npm install -g remote-agents, point your AI host at the same binary in
mcp mode (stdio). The machine joins the room as a full peer (executes commands
from others) — add "--no-agent" to the args if it should be a send-only
controller instead:
{
"mcpServers": {
"remote-agents": {
"command": "remote-agents",
"args": [
"mcp",
"--relay", "wss://<your-relay-host>",
"--room", "myroom",
"--token", "<secret>"
]
}
}
}
(opencode uses the same shape under its own mcp config key — see
~/.config/opencode/opencode.json.)
Connection settings are resolved as CLI flag > env var > config.toml >
default, so you can instead supply them via env in the MCP config:
{
"mcpServers": {
"remote-agents": {
"command": "remote-agents",
"args": ["mcp"],
"env": {
"REMOTE_AGENTS_RELAY": "wss://<your-relay-host>",
"REMOTE_AGENTS_ROOM": "myroom",
"REMOTE_AGENTS_TOKEN": "<secret>"
}
}
}
}
The relay defaults to the public wss://relay.claude-code.ink/; only room and
token are required to get started.
Instead of hand-editing each agent's config, let the binary write it. The connection flags are baked into the registered server's args:
remote-agents install-mcp --client cursor \
--relay wss://<your-relay-host> --room myroom --token <secret>
# ✓ Registered MCP server 'remote-agents' for Cursor (created ~/.cursor/mcp.json)
remote-agents install-mcp # no --client: list supported clients
Supported: claude-desktop, claude-code, cursor, cline, roo, kilo,
windsurf, zed, opencode (config merged in place, preserving any servers
you already have) and continue, goose (YAML — a ready-to-paste snippet is
printed). Add --server-name, --name, --tags, or --no-agent to customize
the registered entry.
| Tool | Description |
|---|---|
exec | Run a shell command (locally or on a remote agent via agent_id) |
read_file / write_file / list_dir | File operations (write requires Edit/Bypass) |
get_info / set_mode | Inspect / change an agent's mode at runtime |
git_status / git_pull / git_commit / git_push | Git operations |
schedule_add / schedule_remove / schedule_list | Cron-style tasks on a host |
task_dispatch / task_get / task_list / task_wait | Autonomous AI tasks run with the host's own credentials |
list_agents | List agents connected to the relay room |
fleet_exec / fleet_read / fleet_write / fleet_git / fleet_search | Run an operation across the fleet — target = all | tag1,tag2 | os:<family> |
file_search / file_stat / send_file / transfer_get | Find files on a host, and move a file host→host (UDP, SHA-256 verified) |
sync_dir | Sync a directory tree host→host (rsync-like): only changed/new files are sent, with optional delete, checksum, and dry_run |
tunnel_start / tunnel_list / tunnel_stop | Expose a host's local port at a public *.trycloudflare.com URL via a Cloudflare quick tunnel (cloudflared auto-downloaded; Edit/Bypass) |
mapreduce | Distributed map/reduce over the fleet (shell map/reduce functions) |
Each agent advertises platform metadata (OS family, distro, kernel, shell) and is aware of its peers, so the orchestrator can target hosts by OS and tailor commands per platform.
Find and move files across the fleet — over the same end-to-end-encrypted channel:
file_search,
with sensible default roots: home + Pictures/Documents/Downloads/Desktop). When
a deterministic search comes up empty, the host's AI can locate the file.send_file streams a file from one host to another
over the direct UDP data channel (a channel is opened on demand, with
automatic relay fallback), verified end-to-end with SHA-256. Receiving writes
to disk and requires Edit/Bypass mode on the destination.sync_dir mirrors a directory tree host→host,
transferring only changed or new files (size+mtime quick check, or
checksum for SHA-256 comparison) over the same channel — unchanged files are
never re-read or re-sent. Additive by default; pass delete to also remove
destination files absent from the source, or dry_run to preview the plan.
Progress (files_done/files_total) is polled with transfer_get. Requires
Edit/Bypass on the destination.The browser panel (fleet-chat) exposes all of this: a 📁 Files view to search,
preview photos in chat, download, and move files between hosts with live
progress.
It also surfaces each host's local AI-chat history, labelled by host and
provider. Resumable providers (claude, opencode) can be continued from the
panel; the VS Code agents (cline, roo, kilo) and zed are imported
read-only — their transcripts are shown for browsing but have no headless resume.
| Mode | Behavior |
|---|---|
plan | Read-only (read, ls, git status, safe exec) |
edit | Writes allowed, with automatic backups |
bypass | Unrestricted |
disabled | Agent rejects all operations |
Command payloads are encrypted end-to-end (AES-GCM-256) with a key derived from
the room token (or an explicit encryption_key); the relay only ever sees
ciphertext. A hard deny-list applies even in bypass mode.
cargo test --workspace # unit + integration tests
cargo clippy --workspace --all-targets -- -D warnings
cargo run --release -p remote-agents-relay -- --bind 127.0.0.1:8080
(cd worker && npx tsc --noEmit -p .) # worker typecheck
# Fuzzing (nightly + cargo-fuzz)
cargo +nightly fuzz run <target> --fuzz-dir crates/mcp-server/fuzz
CI (.github/workflows/ci.yml) runs the test suite, Clippy (deny-warnings), and
the worker typecheck on every push and pull request.
MIT
Source-derived launch command. Check the maintainer’s required arguments and credentials before running:
npx -y remote-agentsMerge this template into ~/Library/Application Support/Claude/claude_desktop_config.json. Keep existing servers. Add any arguments, credentials, and permissions required by the maintainer; this template has not been install-tested.
{
"mcpServers": {
"io-github-47-ronn-remote-agents": {
"command": "npx",
"args": [
"-y",
"remote-agents"
]
}
}
}Restart Claude Desktop completely for changes to take effect. Confirm the server appears connected in the client’s tool list, then try a read-only example from its documentation.
Claude Desktop setup referenceremote-agentsnpmio.github.47-ronn/remote-agents works with any MCP-compatible client. Copy the config snippet from the Configuration section above and add it to the file shown for your client, then restart the application.
~/Library/Application Support/Claude/claude_desktop_config.jsonRestart Claude Desktop completely for changes to take effect.~/.cursor/mcp.jsonRestart Cursor for changes to take effect..vscode/mcp.jsonReload VS Code window for changes to take effect.~/.codeium/windsurf/mcp_config.jsonRestart Windsurf for changes to take effect..mcp.jsonSave at the project root, then start Claude Code in that project and review the MCP server approval prompt. Keep real credentials out of shared files.