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Shared AI + user PowerShell session on Windows — execute commands, run scripts, automate your PC

Project description

PowerShell Terminal

Shared AI + user PowerShell session on Windows — execute commands, run scripts, automate your PC

PowerShell Terminal lets Claude (the AI assistant) run commands in a persistent, interactive PowerShell 7 session on your Windows machine through a real pseudo-terminal (ConPTY). Watch every command stream into your browser in real time while Claude receives smart-filtered output optimized for token efficiency.


🎯 What Is This?

Imagine telling Claude:

"Check what Python version I have and install requests if it's missing"
"Run my build script and tell me if anything failed"
"Find all .log files modified today and show me any errors"
"Save this cleanup script and run it every time I ask"

And Claude does it — executing commands in your real PowerShell session, analyzing output, saving reusable scripts, and taking action on your behalf.

That's PowerShell Terminal.


✨ Key Features

Core Capabilities

  • 🖥️ Real PowerShell Session — Persistent pwsh (PS7) or PS5.1 session via ConPTY; state carries across commands (working directory, variables, activated venv)
  • 🌐 Shared Human + AI Terminal — NiceGUI + xterm.js web terminal at http://localhost:8090; type your own commands alongside Claude's
  • 🔄 Multi-Terminal Sync — Open multiple browser tabs, all perfectly synchronized
  • 🪟 No Popup Windows — Native console executables (git, python, ipconfig, full paths) run inside ConPTY without spawning new windows
  • ✂️ Dual-Stream Output — You see full output in the browser; Claude receives a token-reduced summary
  • ✅ Reliable Completion Detection — Exit codes and command completion detected via invisible prompt token in OSC escape sequences — no fragile regex matching
  • ⌨️ Interactive Commands — Commands that prompt for input (Read-Host) work; Claude can send input and interrupt with Ctrl+C
  • 📚 Script Library — Save and reuse named .ps1 scripts; full output persisted on script runs
  • 🗄️ Command History — Commands grouped into conversations and logged to SQLite with selective output persistence

The Interactive Web Terminal

PowerShell Terminal provides a fully interactive terminal window in your browser at http://localhost:8090 — it looks and feels just like a native PowerShell window:

You can:

  • Type commands directly (just like any terminal)
  • Right-click to Copy/Paste, or use Ctrl+Shift+C / Ctrl+Shift+V
  • Scroll through the full session scrollback
  • Watch every command Claude runs appear in real time

Claude can:

  • Execute commands that stream into your terminal
  • See results instantly
  • Continue working while you watch

The key advantage: Complete visibility and control. Every command Claude runs appears in your terminal in real time. You're never in the dark — it's like sitting side-by-side with an assistant who types commands while you watch the screen.

Multi-Terminal Support: Open multiple browser windows at http://localhost:8090 — they all stay perfectly synchronized via WebSocket broadcast. Type in one terminal, see it in all terminals instantly.

The Dual-Stream Architecture

        PowerShell Session Output (ConPTY)
                      |
                 [Raw Output]
                      |
             ---------+---------
             |                 |
          [FULL]           [FILTERED]
             |                 |
             v                 v
       Web Terminal          Claude
    (You see all)      (Smart summary)
  • You: Full output, colors, and scrollback in the browser terminal
  • Claude: Token-efficient filtered summary
  • Both: Same live PowerShell session, synchronized state

Native Exe — No Popup Windows

A key problem with running an AI-controlled terminal on Windows: native console executables like python, git, ipconfig, or any .exe would spawn a separate conhost.exe popup window, breaking the in-terminal experience.

PowerShell Terminal solves this completely:

  • A PostCommandLookupAction hook intercepts every native CUI executable before it runs
  • A PE header check distinguishes console apps (CUI) from GUI apps — GUI apps like notepad and code open normally without blocking
  • Execution is handled via System.Diagnostics.Process with CreateNoWindow=true and redirected I/O, so output flows through ConPTY instead of a new window
  • Works for short names (git, python), full paths (D:\tools\ffmpeg.exe), and any exe not known in advance

🚀 Quick Start

Requirements

  • Windows 10 1809+ or Windows 11 (ConPTY required)
  • PowerShell 7 (pwsh) recommended; falls back to Windows PowerShell 5.1
  • Python 3.10+

Option A — Install from PyPI

Step 1: Create a virtual environment

mkdir D:\powershell_terminal
cd D:\powershell_terminal
py -m venv .venv
.\.venv\Scripts\Activate.ps1

Step 2: Install the package

pip install powershell-terminal-mcp

Step 3: Register with Claude Desktop

notepad $env:APPDATA\Claude\claude_desktop_config.json

Add:

{
  "mcpServers": {
    "powershell-terminal": {
      "command": "D:\\powershell_terminal\\.venv\\Scripts\\powershell-terminal-mcp.exe"
    }
  }
}

Option B — Install from Source (dev)

Step 1: Clone the repo

git clone https://github.com/TiM00R/powershell-terminal-mcp D:\powershell_terminal
cd D:\powershell_terminal

Step 2: Create the virtual environment and install dependencies

.\setup_venv.ps1

This creates .venv, installs all dependencies (including pywinpty), and installs the project in editable mode.

Step 3: Register with Claude Desktop

notepad $env:APPDATA\Claude\claude_desktop_config.json

Add:

{
  "mcpServers": {
    "powershell-terminal": {
      "command": "D:\\powershell_terminal\\.venv\\Scripts\\python.exe",
      "args": ["D:\\powershell_terminal\\src\\mcp_server.py"]
    }
  }
}

Fully quit and relaunch Claude Desktop (system tray → Exit), then open a new conversation. On the first tool call the server starts the PowerShell session and opens the web terminal at http://localhost:8090.


💡 Usage Examples

Running Commands

"What Python version do I have?"
"Run git status in D:\myproject"
"List all files modified today in my Downloads folder"
"Check if port 8080 is in use"

Scripts & Automation

"Save this build script and run it"
"Run my cleanup script"
"List my saved scripts"

Diagnostics & System Info

"Check disk space on all drives"
"What processes are using the most memory?"
"Show me the last 20 lines of the application event log"
"Is the Docker daemon running?"

Development Workflows

"Activate the venv and run the tests"
"Install requests and check if it imports correctly"
"Run git log --oneline -10 and summarize what changed"

🎨 Example Session

You:

Run my test suite and tell me what failed

Claude:

I'll run the tests now...

Web terminal opens automatically at http://localhost:8090

Web Terminal shows (real-time):

PS D:\myproject> python -m pytest tests/ -v
============================= test session starts ==============================
collected 42 items

tests/test_api.py::test_login PASSED                                     [  2%]
tests/test_api.py::test_auth_required PASSED                             [  4%]
tests/test_db.py::test_connection FAILED                                 [ 26%]
...
========================= 3 failed, 39 passed in 8.42s =========================

Claude receives (filtered summary):

pytest: 42 tests, 3 failed, 39 passed (8.4s)
Failed: test_connection, test_insert_duplicate, test_rollback

Claude responds:

3 tests failed, all in test_db.py — looks like a database connection issue. Want me to look at the error details and fix them?


🏗️ Architecture

How It Works

Claude  <--stdio JSON-RPC-->  mcp_server.py
                                    |
                           SharedTerminalState
                           /         |         \
                  PwshSession   OutputBuffer   SmartOutputFilter   SQLite (db.py)
                  (ConPTY via    (full human    (AI token-          (conversations,
                   pywinpty)      scrollback)     reduced view)       commands, scripts)
                                    |
                           NiceGUI + xterm.js web terminal (shared, multi-tab)
  • A single pwsh process runs inside a ConPTY (pywinpty). A background thread reads its output into a circular buffer.
  • The session's prompt is overridden (in the MCP session only) to emit a unique completion token + exit status inside invisible OSC escape sequences. The browser swallows them; the server detects them in the raw stream.
  • An output start-marker (emitted via a PSReadLine Enter handler, also invisible) lets the server separate a command's real output from the terminal's echo of the typed command.
  • Human keystrokes from the browser are passed through raw and are not tracked by the AI's completion detection, so the two streams never collide.

Project Structure

powershell_terminal/
├── config/
│   └── config.yaml                 # Web port, filter thresholds, error patterns
├── data/
│   └── commands.db                 # SQLite: conversations, commands, scripts
├── scripts/                        # Headless test harnesses
│   ├── test_pwsh_session.py        # Session: completion, exit codes, interactive, Ctrl+C
│   ├── test_session_output.py      # Buffer + dual-stream filter
│   └── test_mcp_dispatch.py        # All MCP tools via direct dispatch
├── src/
│   ├── config/                     # Configuration loading
│   ├── output/                     # Output filtering and buffering
│   ├── pwsh/                       # PowerShell session (ConPTY)
│   │   ├── pwsh_launch.py          # Shell spawn, init script, native exe hook
│   │   ├── pwsh_session.py         # Session lifecycle, run_command, send_input
│   │   ├── session_output.py       # Dual-stream wrapper (raw + filtered)
│   │   └── completion_token.py     # Prompt token and OSC escape injection
│   ├── web/
│   │   └── web_terminal.py         # NiceGUI + xterm.js web terminal
│   ├── db.py                       # SQLite database layer
│   ├── mcp_server.py               # MCP server entry point (all tools)
│   └── shared_state.py             # Global session hub
├── setup_venv.ps1                  # One-command environment setup
└── run_web.py                      # Launch web terminal standalone (no Claude)

Technology Stack

  • Python 3.10+ — Core language
  • MCP Protocol — Claude integration (stdio JSON-RPC)
  • pywinpty — ConPTY pseudo-terminal on Windows
  • NiceGUI + WebSockets — Web terminal with multi-tab sync
  • SQLite — Command history and script storage
  • xterm.js — Browser terminal renderer

🔧 MCP Tools Reference

Terminal / Execution

Tool Description
execute_command(command, timeout?) Run a command; returns filtered output + exit code. Returns status: "running" on timeout.
get_command_output(command_id, raw?) Fetch a prior command's output by id.
send_input(text) Answer a running interactive command, then wait for completion.
send_interrupt() Send Ctrl+C to the running command.
get_terminal_status() Session alive? Web terminal URL.
restart_session() Kill and respawn the PowerShell session (clears all state).
open_terminal() Open (or re-open) the web terminal in the browser.

Scripts

Tool Description
save_script(name, content) Save (or overwrite) a named .ps1 script.
list_scripts() List all saved scripts.
run_script(name, timeout?) Run a saved script; full output is always persisted.

Conversations (History)

Tool Description
start_conversation(label?) Group subsequent commands; returns conversation_id.
end_conversation(conversation_id?, status?) End the active (or specified) conversation.
list_conversations(limit?) List recent conversations.
get_conversation_commands(conversation_id) Commands logged under a conversation.

🔧 Configuration

config.yaml (project root) controls:

  • server.host / server.port — Web terminal address (default localhost:8090)
  • Output filter thresholds and error patterns
  • SQLite database lives at data\commands.db in the project root

🛡️ Security Considerations

  • Web terminal bound to localhost only — not exposed to the network
  • Full command audit trail in SQLite
  • The init script runs in the MCP's own session only — your $PROFILE, normal PowerShell, and prompt are never modified
  • Claude runs commands in your local user context with your normal permissions

🐛 Known Issues & Limitations

  1. Windows only — ConPTY is a Windows API; Linux/Mac not supported
  2. Interactive TUI apps not supported — Commands that take over the terminal (e.g. vim, htop) will hang; use -NonInteractive alternatives
  3. Single session — One shared PowerShell session; no per-command isolation

🔍 Development

Run the headless test harnesses without Claude Desktop:

.\.venv\Scripts\python.exe scripts\test_pwsh_session.py     # session: completion, exit codes, interactive, Ctrl+C, restart
.\.venv\Scripts\python.exe scripts\test_session_output.py   # buffer + dual-stream filter
.\.venv\Scripts\python.exe scripts\test_mcp_dispatch.py     # all MCP tools via direct dispatch
python run_web.py                                            # launch web terminal standalone

📜 Version History

v0.1.0 (July 2026) — Initial public release

  • ✅ ConPTY-based persistent PowerShell 7 session via pywinpty
  • ✅ Shared human + AI terminal: NiceGUI + xterm.js web terminal, multi-tab WebSocket sync
  • ✅ Native exe fix: all CUI executables run inside ConPTY without popup windows (System.Diagnostics.Process + CreateNoWindow=true + redirected I/O)
  • ✅ PostCommandLookupAction hook covers short names, full paths, and any unknown exe
  • ✅ PE header subsystem check: GUI apps (notepad, code) bypass the hook and open normally
  • ✅ PATHEXT fix: session always gets a correct PATHEXT so bare command names resolve reliably
  • ✅ Dual-stream output: full output in browser, token-reduced view for Claude
  • ✅ Reliable command completion via prompt token in invisible OSC escape sequences
  • ✅ Interactive commands: Read-Host, Ctrl+C, send_input
  • ✅ SQLite history: conversations, commands (selective persistence), saved scripts
  • ✅ Full MCP tool set: execute, send_input, interrupt, restart, scripts, conversations

🤝 Contributing

This is Tim's personal project. If you'd like to contribute:

  1. Test on your setup and document any issues found
  2. Suggest improvements or missing features
  3. Share useful scripts you create

📄 License

MIT


Ready to let Claude run PowerShell for you? Register the MCP server in Claude Desktop and open a new conversation to get started.


Version: 0.1.0 Last Updated: July 2026 Maintainer: Tim

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