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RFingAdam
by RFingAdam

License Python 3.10+ MCP eng-mcp-suite

SSH and serial-port control for embedded devices, exposed as MCP tools. Log into a Raspberry Pi, talk to a UART, drive a USB-CDC console from your assistant.

Quick start · Tools · Workflows · Documentation


What is mcp-remote-access?

mcp-remote-access is an MCP server that exposes SSH (over paramiko) and serial / UART (over pyserial) as MCP tools. Once it's running, an agent can log into a host over SSH, run commands, transfer files, open a serial console, send AT-style command sequences, and reset a device over DTR/RTS.

It's deliberately thin: 26 tools, two transports, no orchestration language. Higher-level workflow logic lives in the agent's prompts, not in this server.

A few things it handles that are easy to get wrong by hand:

  • Connect to a serial port by VID/PID/serial number/description instead of guessing /dev/ttyUSB0 vs /dev/ttyUSB1 (serial_connect_match).

  • Long-running SSH commands (builds, tcpdump, test runs) don't block the MCP channel — ssh_execute_background returns a task ID, ssh_check_background polls it.

  • serial_expect/serial_wait_for wait for a real pattern in the stream instead of a fixed sleep(), which avoids the usual "sent before the prompt was ready" race on login prompts and AT flows.

  • DTR/RTS control for hard-resetting MCUs over USB-serial, plus break-signal support.

  • SSH passwords are held in memory only and cleared on disconnect; no on-disk session store.


Related MCP server: MCP SSH Server with Streamable HTTP

Quick start

Install

git clone https://github.com/RFingAdam/mcp-remote-access.git
cd mcp-remote-access
uv pip install -e .

Run it

The server speaks MCP over stdio:

uv run --directory /path/to/mcp-remote-access mcp-remote-access

Add it to an MCP client

Codex CLI:

codex mcp add remote-access -- \
  uv run --directory /path/to/mcp-remote-access mcp-remote-access

Claude Code:

claude mcp add remote-access -- \
  uv run --directory /path/to/mcp-remote-access mcp-remote-access

Or add it to a client config file directly:

{
  "mcpServers": {
    "remote-access": {
      "command": "uv",
      "args": ["run", "--directory", "/path/to/mcp-remote-access", "mcp-remote-access"]
    }
  }
}

Then, from the assistant:

"Connect to my Pi at vpn-ap.local as pi (password raspberry), run uname -a, then dmesg | tail -20."

That's ssh_connect followed by two ssh_execute calls.


Tools

26 MCP tools across two transports. Full reference in docs/tools.md.

SSH (9)

Tool

Purpose

ssh_connect

Connect to a host via SSH (password or key auth)

ssh_execute

Run a command on a connected host (sync)

ssh_execute_background

Run a long-running command async, returns task_id

ssh_check_background

Check status / collect output of a background command

ssh_list_background

List all active background commands

ssh_upload

Upload a file via SFTP

ssh_download

Download a file via SFTP

ssh_disconnect

Close an SSH connection

ssh_list_connections

Show active SSH connections

Serial / UART (17)

Tool

Purpose

serial_list_ports

List available serial ports (with VID/PID, description, serial #)

serial_connect

Connect by port name

serial_connect_match

Connect by VID / PID / serial / description match

serial_esp32_connect

ESP32-aware connect (BOOT/RESET sequence, auto-baud)

serial_send

Send text data (with optional response read + configurable line ending)

serial_send_bytes

Send raw bytes as hex (binary protocols — Nordic DTM, HCI, etc.)

serial_read

Read available data

serial_read_bytes

Read raw bytes back as hex

serial_wait_for

Wait for a pattern in the incoming stream

serial_expect

Wait/send step sequences (login prompts, AT flows)

serial_send_break

Send a break signal

serial_set_dtr

Set DTR line state

serial_set_rts

Set RTS line state

serial_reset_device

Reset device via DTR/RTS sequence

serial_flush

Flush serial buffers

serial_disconnect

Close a serial connection

serial_list_connections

Show active serial connections


Workflows

mcp-remote-access fits in the following eng-mcp-suite workflow bundles:

  • lab-automation — pair with mcp-rs-spectrum-analyzer, mcp-rs-siggen, copper-mountain-vna-mcp to fully script a bench (DUT login over SSH or UART, lab gear over SCPI).

  • embedded-bringupserial_connect_match + serial_expect + ssh_upload for boot-loader interaction and image flashing.

Part of eng-mcp-suite. Use in the lab-automation workflow bundle.

See the suite manifest for the full list of sibling MCPs and bundle definitions.


Documentation


Part of eng-mcp-suite

This server is one piece of eng-mcp-suite, an umbrella of engineering MCP servers covering RF, EMC, PCB, signal integrity, EM simulation, and lab test. See the full catalog or jump to a sibling:

Domain

Sibling MCPs

RF / Transmission lines

lineforge

EMC regulatory

mcp-emc-regulations

PCB / SI

mcp-pcb-emcopilot (private — public soon)

EM simulation

mcp-openems, mcp-nec2-antenna (private — public soon)

Diagrams

drawio-engineering-mcp

3D / rendering

mcp-blender

Remote access

mcp-remote-access (this repo)

Lab gear

copper-mountain-vna-mcp, mcp-rs-spectrum-analyzer, mcp-rs-siggen, mcp-rs-cmw500


Security notes

  • SSH passwords are kept in memory only and cleared on server restart.

  • Connections are session-scoped; the server does not persist a session store on disk.

  • Use SSH keys where possible.

  • The MCP server runs over stdio — it only accepts connections from the local MCP client, never from the network.


Troubleshooting

SSH connection issues — verify the host is reachable (ping vpn-ap.local), that SSH is listening on the target (ssh pi@vpn-ap.local from the same shell), and that credentials are correct.

Serial port issues — check port permissions (ls -la /dev/ttyUSB*), add your user to the dialout group (sudo usermod -a -G dialout $USER and re-login), and confirm the device is present (dmesg | tail).

VID/PID match selects wrong deviceserial_connect_match returns the first hit; pair the match on description or serial_number to disambiguate.


Contributing

Contributions are welcome.

  1. Pick a GitHub issue.

  2. Fork + branch (feature/your-thing or fix/your-bug).

  3. Run tests (uv run pytest) if present.

  4. Open a PR — link the issue, request review.


License

AGPL-3.0-or-later. Relicensed from Apache-2.0 in v0.2.0 to align with the eng-mcp-suite toolkit-wide AGPL move.

Acknowledgments

Part of eng-mcp-suite.

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