lnwjud
Provides Git integration for repository inspection, Git state review, and Git-related developer workflows.
Exposes read-only macOS diagnostics and system context, including environment, launchd, unified logs, login items, privacy permissions, defaults, keychain metadata, app bundles, and system extensions.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@lnwjudShow me the current git status and uncommitted changes in my project."
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
What is lnwjud?
lnwjud is a Windows and macOS local development gateway that exposes trusted local capabilities through the Model Context Protocol (MCP). It is designed for AI-assisted software development where the agent needs more than a text-only chat: it may need to inspect a repository, search code, edit files, review Git state, run project commands, manage owned processes, inspect Windows UI state, automate a managed browser, work with WSL, or call an additional local MCP server.
The runtime stays on the local machine. Local filesystem paths, processes, SQLite state, credentials, and capability backends are owned by lnwjud on that machine. Remote AI clients only receive the MCP requests and results that travel through the connection mode you choose.
Related MCP server: macOS Companion MCP Server
Platform tabs
Windows x64
The existing Windows release keeps its DPAPI, Win32 automation, WSL, Office,
installer, and tool catalog unchanged. Use the signed .exe installer from the
release page and the PowerShell commands documented below.
macOS 15+ Apple Silicon
The macOS Core release is distributed as a signed/notarized lnwjud.dmg and
lnwjud.zip. Open the app from /Applications/lnwjud.app; its default data
directory is ~/Library/Application Support/lnwjud and LNWJUD_DATA_PATH still
overrides it. Runtime API keys and checkpoint keys are stored in the macOS
Keychain under service com.lnwjud.desktop, never in plaintext files or logs.
macOS Core includes Desktop/menu bar, workspace/files/search, Git, shell and
process management, managed browser, MCP HTTP/stdio, Secure MCP Tunnel, logs,
settings, backup, and auto-update. The catalog also exposes read-only macOS
diagnostics (macos_environment, launchd_context, unified_log_context,
login_items_context, privacy_permission_status, defaults_context,
keychain_metadata, app_bundle_context, and system_extension_context).
Windows-only automation such as Accessibility/input simulation, OCR/screen
capture, native window control, Office, WSL, audio, and scheduler is not
advertised by the macOS Core runtime.
On macOS the default launch is Menu Bar-only: Local MCP starts in the
background, the monochrome lnwjud icon appears in the Menu Bar, and no
Dashboard window or Dock icon is shown. Click the icon for Local MCP/Secure
Tunnel status, Dashboard and Live Logs, Start/Stop Tunnel, updates, and Quit.
Closing Dashboard returns it to the Menu Bar. The stdio launcher wakes the same
single Menu Bar instance automatically; set LNWJUD_MENUBAR_AUTOSTART=0 to opt
out for an isolated test.
For a local development build:
corepack pnpm@10.15.0 install --frozen-lockfile
corepack pnpm@10.15.0 --filter @lnwjud/desktop package:macos
open /Applications/lnwjud.appคู่มือภาษาไทยฉบับ macOS อยู่ที่ docs/README_MACOS_TH.md
The developer tunnel helper is scripts/start-lnwjud-tunnel.sh. It reads the
tunnel-runtime item from Keychain and starts the same outbound-only profile
used by Desktop without opening an inbound port. The full tunnel-client
binary is checked with doctor --explain; the smaller
tunnel-client-runtime-cloudflared binary is run directly because it exposes
only run. Advanced native automation remains planned for a later adapter
release.
For ChatGPT web and other supported OpenAI surfaces, lnwjud supports the official
OpenAI Secure MCP Tunnel.
The tunnel is outbound-only: tunnel-client runs beside lnwjud, reaches OpenAI
over outbound HTTPS, forwards MCP work to the local stdio server, and returns the
response without opening a public inbound port on the local machine.
For local stdio MCP, managed Cloudflare material is optional. If Platform
returns Managed Cloudflare tunnel runtime material not found, lnwjud falls back
to the direct OpenAI tunnel and persists cloudflared.managed: false; no inbound
port is opened. Cloudflare managed mode is needed only for an HTTP deployment
that intentionally uses the bundled Cloudflare companion.
Current source / release candidate: v4.9.2
The v4.9.2 release target and runtime contract contain 222 configurable MCP tools,
with 216 advertised by default because
the six codex_* delegation tools are opt-in. The earlier 184-tool snapshot remains
only as the compatibility baseline used by the v4 architecture; new v4 gateway
capabilities are additive.
What's new in v4.9.1
Adds first-class project lifecycle management in the Desktop Projects page: active projects can be archived, archived projects can be restored, and project registrations can be removed with a two-step confirmation.
Treats archived workspaces as inactive trust-boundary entries: they remain in SQLite for management/history labels but are excluded from normal runtime/MCP workspace lookup until restored.
Makes project removal registration-only. Removing a project from lnwjud does not delete its directory, files, Git repository, audit history, or checkpoints; system/machine-root workspaces are protected from archive/remove actions.
Repairs selected-workspace state after archive/removal, stops the workspace index watcher, blocks lifecycle changes while tracked Desktop work is active, and restores an archived registration instead of creating a duplicate when the same path is added again.
Keeps Home/Git selectors limited to active workspaces while Projects, Work Log, and Live Logs retain the management/history context needed to understand archived workspaces.
What's new in v4.9.0
Adds real multi-workspace / multi-session operation on one lnwjud installation: Desktop workspace selection no longer restarts the MCP listener, HTTP/STDIO sessions have stable ownership boundaries, and process/Codex/shell/WSL/task handles are isolated by session and workspace.
Makes destructive authorization request-scoped instead of relying on the Desktop-selected project, while keeping destructive auto-approval disabled by default, preserving Protected Critical Files, and supporting recoverable delete/restore.
Makes shared activity and durable runtime state safe for concurrent owners with per-owner activity leases, session-namespaced state, atomic writes, inter-process locking, shared plugin/worktree ledgers, and fail-closed checkpoint persistence under I/O contention.
Propagates workspace/session metadata through audit, Work Log, Live Logs, and process feeds; adds workspace/session filters, badges, scoped clear controls, and filtered log export without splitting global settings.
Adds real two-session/two-workspace release acceptance and release-gate coverage, including parallel build/test/background/Git workflows, handle isolation, updater safety, packaging, and Windows installer verification.
Fixes Work Log attribution for shell calls from clients with an older/stale schema: a registered workspace is inferred from cwd for logging only, and the task workspace is retained for later wait/status/logs/result/cancel activity without weakening permission or path policy.
What's new in v4.8.5
Adds two user-configurable wait controls under Settings → Tools & Timeouts. MCP Poll / Tool Wait is adjustable from 5–60 seconds with a 5-second default, while Foreground Shell Wait is adjustable from 5–60 seconds with a 60-second default. Both limits are validated by the desktop IPC boundary and persisted in the local SQLite settings store.
Applies both wait settings live to the Desktop HTTP runtime and direct STDIO / Secure Tunnel runtime. Changing only these timing controls does not require a Local MCP restart; shell foreground/wait paths read the current value through a provider and MCP
shell/wsl_execpolling reads the current poll window per call.Uses the same configurable MCP poll window for experimental
tasks/resultand advertised taskpollInterval, while preserving the durable background-task contract: reaching the wait limit never kills the command running on the machine.Strengthens agent guidance for long-running work: after one or two checks still report
running, preserve the task ID and return control instead of tight-polling inside one ChatGPT turn. This reduces message-delivery timeouts without losing the background build, test, install, or packaging task.
What's new in v4.8.4
Makes MCP command execution non-blocking by policy:
shellandwsl_execrunrequests are normalized to durable background execution and return a task handle immediately, while MCPwaitpolling is capped at 5 seconds. Long builds, tests, installs, and packaging jobs therefore keep running on the machine instead of holding one ChatGPT/MCP tool request open until it times out.Keeps the core
ShellCapabilityBackendindependent from that transport policy. Direct/internal foreground callers retain the 60-second synchronous wait ceiling; regression coverage verifies a foreground command running beyond 5 seconds still returns its terminal result normally.Bounds experimental MCP Tasks
tasks/resultto a short ~5-second request window. Non-terminal tasks direct clients back totasks/getpolling, while durable task state, logs, cancellation, and later result retrieval continue across runtime runs.Clarifies immediate-return
process_startandproject_*contracts, updates the live catalog to 214 configurable tools (208 advertised by default because the sixcodex_*delegation tools are opt-in), and synchronizes the README, architecture, packaging, and release metadata for v4.8.4.Documents the separately configurable STDIO permission profile and optional Strict Roots while preserving the backward-compatible
fullprofile default.
What's new in v4.8.3
Hardened the real desktop MCP E2E flow for hosted Windows runners by allowing the managed project-test process up to 60 seconds to publish its terminal status. The test already has a 180-second scenario budget; this change only removes the overly strict 15-second inner poll and keeps the same terminal state assertions.
Keeps the v4.8.2 canonical-path fix and targeted Vitest timeout budgets intact; no runtime permission, process, or MCP behavior is relaxed by this patch.
What's new in v4.8.2
Hardened the v4.8 release line for clean Windows CI/release runners: document workspace-boundary checks now compare canonical paths so Windows 8.3 aliases do not produce false outside-workspace failures while junction/symlink escapes remain rejected.
Increased the Vitest budget only for the three process/I/O-heavy smoke and integration tests that legitimately exceed the 5-second default on hosted Windows runners. Performance assertions remain separate and unchanged.
Version metadata, packaging assertions, installer naming, and the generated 213-tool runtime contract are synchronized to
4.8.2.
What's new in v4.8.0
Durable background tasks (shell/wsl_exec
execution=background) are exposed through the experimental MCP Tasks utility (spec 2025-11-25):tasks/get,tasks/result,tasks/list, andtasks/cancel, advertised ascapabilities.tasks { list, cancel }. Task creation stays with theshelltool; task-augmentedtools/callis intentionally not declared yet. Seedocs/mcp/MCP_TASKS.mdfor the state mapping and known deviations.Wave 3: the WinRT OCR helper gained build/sign/register scripts (
scripts/build-windows-ocr.ps1,scripts/register-windows-ocr.ps1with a self-signed dev path), real cached host-side identity probing, packaging assets, and installer shipping (windows-ocrextra resource).Wave 5:
event_watch/crash_traceserve bounded allowlistedGet-WinEventqueries;sandbox_execstages the artifact-only WSB plan, launchesWindowsSandbox.exe, and retrieves stdout/stderr/exit-code behind dry-run and confirmation gating.Wave 6: read-only SQLite
db_inspect/db_query(workspace-confined, single SELECT/PRAGMA), a minimal stdio LSP client behindlsp_diagnostics/lsp_rename(LNWJUD_LSP_<LANGUAGE>_COMMAND), and a persisted Git worktree ownership ledger withgit_worktree_remove. DAP stays contract-only by design.Wave 7: PowerPoint
read/save_asand read-only Outlook folder/message headers joined the Office COM boundary;pdf_extract_tables/inspect_pdfrun through an optional local PDF provider;docx_mergeandinspect_workbookuse Word/Excel COM; the phase-37 compare/preview adapters now report truthful optional availability.Wave 8:
self_heal_planproposes allowlisted reversible fixes from live evidence andself_heal_applyexecutes them behind dry-run + explicit confirmation with no automatic destructive retry.agent_swarm_runremains planned (the only local subagent provider is Codex, which the chat-quota-only policy keeps off-limits).
What's new in v4.7.1
Resilient long-session workflows for chat-quota runs: a run budget guard appends near-limit warnings to tool results,
session_handoffbuilds a same-chat continuation prompt from the tracker, Git state, and durable task IDs, andverify_incrementalcaches typecheck results keyed by the Git diff.Codex delegation tools (
codex_*) are disabled unless explicitly enabled, keeping the separate Codex work quota untouched. The long-session guide isdocs/CHATGPT_LONG_SESSION.md.
What's new in v4.7.0
End-user configuration: the desktop Settings page gained a user config panel with persisted preferences, plus tray, tunnel-controller, and update-check scheduler refinements backed by new persistence tests.
What's new in v4.6.0
Durable background command tasks decouple long-running Windows work from a single MCP tool-call lifetime. Background tasks can survive MCP/stdio runtime replacement and are recovered by task ID for status, logs, result, or cancel.
Selectable stdio/Secure-Tunnel permission profiles (
safe,balanced,full, orcustom) plus opt-in Strict Roots. The compatibility default remainsfullwith existing machine roots until Strict Roots is enabled.AI Destructive Actions are opt-in per command family and default OFF on fresh installs.
delete_file, Git delete/discard commands, direct shell delete commands, and WSL delete commands can be enabled independently, but scoped auto-approval is always restricted to the Active Project/workspace boundary. Critical-file protection and recoverabledelete_fileremain enabled by default.Checkpoint file payloads are encrypted at rest with AES-256-GCM. The local encryption key is protected with Windows DPAPI, and legacy plaintext checkpoint rows are upgraded to ciphertext as the encrypted repository starts.
SQLite-consistent automatic backup/restore with daily and weekly retention, pre-migration/pre-update snapshots, cross-process backup coordination, and restart-safe restore handling.
PowerShell hardening adds
-NonInteractiveto internal launches and verifies the packaged Windows capability bridge SHA-256 before every execution.Live Logs and Work Log now use newest-first bounded tables, filtering/search, full-entry copy actions, clear-all handling, improved pop-out behavior, and clearer MCP TASK/RESULT/ERROR presentation.
Desktop dependencies were refreshed within compatible release lines to Electron 43.4.1 and Vite 7.3.6 without migrating to electron-vite.
Current v4 highlights include:
Workspace registration, bounded project snapshots, file reads/writes, paging, full scans, persistent indexing, and continuation tokens.
Git status/diff/log plus policy-checked Git execution.
Foreground/background command tasks with ownership, timeout, cancellation, bounded output, logs, and result retrieval.
Project-aware development, test, lint, typecheck, and build commands.
Local Codex discovery and optional delegation without reading Codex credential files.
Native Windows capabilities for shell execution, windows, accessibility, input, screen capture, notifications, clipboard, file dialogs, audio, screen recording, Office automation, and scheduler integration.
Managed Chrome / CDP automation and Set-of-Marks annotated observations with expiring observation hashes and approval-gated target actions.
Scoped WSL execution and Windows/WSL path translation for registered workspaces.
Skills discovery plus child MCP discovery/description/call contracts.
Compound and parallel workflows, deterministic semantic tool routing, and Context Economy telemetry.
Trace-correlated activity, NDJSON/SQLite audit metadata, Work Log, Live Logs, Doctor checks, health surfaces, and background tray operation.
OpenAI Secure MCP Tunnel management with Windows DPAPI-encrypted runtime-key storage and reconnect handling.
Authoritative in-repository references:
Tool contract — core primitive schemas, policy classes, and compatibility rules; the 222-tool configurable index below comes from the live runtime registry.
Upgrade architecture — v4 runtime architecture and additive gateway design.
Roadmap phase status — completed implementation phases.
Security model you should understand before using it
lnwjud is intentionally powerful. It is intended for a machine and workspace you trust, not as a sandbox for unknown code.
Unrestricted mode is enabled by default. Fixed local drives can be registered as machine roots and inspected by the local-agent runtime.
Desktop MCP applies the selected permission profile (
safe,balanced,full, orcustom) to tool calls.The packaged stdio/Secure-Tunnel runtime supports selectable
safe,balanced,full, orcustomprofiles. For backward compatibility the default remains full with the existing machine-root behavior until Strict Roots is enabled.Strict Roots is opt-in and limits stdio/Secure-Tunnel workspace visibility to explicitly allowed roots. It is a filesystem/capability boundary, not an operating-system sandbox.
Explicit file reads can include sensitive files such as
.envwhen the active policy permits them. Do not register or expose a machine to an AI client you do not trust.Destructive operations are centrally classified. Filesystem deletion, destructive Git forms, destructive shell/process commands, opaque child MCP calls, HTTP DELETE, mutating Office operations, and opaque UI operations that may delete data require explicit confirmation (
userConfirmed: true) before backend execution.Disk formatting and machine shutdown/reboot remain hard-blocked by the capability policy.
The local Streamable HTTP MCP endpoint binds to loopback. Do not publish that loopback endpoint through a generic reverse proxy. For a private remote connection, use Secure MCP Tunnel.
Runtime tunnel API keys saved from the desktop UI are encrypted with Windows DPAPI for the current Windows user. Never commit a runtime key,
.env, tunnel profile containing a plaintext secret, private key, or credential file.
The Context Economy Engine reduces automatic discovery cost without acting as a security deny list. Automatic search/index/watch flows skip vendor, build, cache, binary, generated-bundle, and source-map noise, while explicit reads or full scans can still inspect paths allowed by the active workspace/policy.
Connection modes
Client / use case | Connection | What must run on Windows | Notes |
ChatGPT web developer-mode app | OpenAI Secure MCP Tunnel |
| Private outbound-only path; no public MCP port |
Codex CLI or another local MCP host | Local stdio MCP |
| Lowest-overhead local MCP path |
Local MCP client / dashboard diagnostics | Loopback Streamable HTTP | lnwjud Desktop | Defaults to |
Supported OpenAI API/Codex surface | Secure MCP Tunnel |
| Tunnel association and Platform permissions apply |
The desktop HTTP server starts automatically after lnwjud resolves a workspace.
If the preferred port 18765 is busy, the server can fall back to an ephemeral
loopback port; always use the endpoint shown in the dashboard. The Start
Connection button is useful after a manual stop, while Stop Connection
stops the current local HTTP listener.
Quick start: install the Windows release
1. Install lnwjud Desktop
Download the latest published installer from GitHub Releases. The latest published release is
lnwjud-Setup-4.8.5.exe; the current source/release candidate isv4.9.2, with the validated local test installerlnwjud-Setup-4.9.2.exepending publication.Run the NSIS installer and launch lnwjud Agent Control Center.
Add or select the project/workspace you want lnwjud to operate on.
Review Settings before attaching an AI client, especially Permission Profile and Unrestricted Mode.
The graphical desktop app and the packaged stdio/Secure-Tunnel launcher are
self-contained. The installer ships Electron for the dashboard and a private
Node.js 24 runtime for lnwjud-mcp-stdio.cmd, so end users do not need a
separate system Node.js installation.
2. Prepare OpenAI Secure MCP Tunnel for ChatGPT web
OpenAI's current Secure MCP Tunnel flow requires a Platform tunnel ID, a runtime
API key, and a private MCP server that tunnel-client can reach. Creating or
editing a tunnel requires Tunnels Read + Manage; running tunnel-client or
selecting a tunnel while creating the ChatGPT app requires Tunnels Read +
Use.
Create a tunnel named
lnwjudand associate it with the Platform organization that owns it and the ChatGPT workspace that should use it.Create a restricted runtime API key with Tunnels Read + Use.
Download the current
tunnel-client.exefrom the Platform tunnel page or the official openai/tunnel-client releases.Determine the installed stdio launcher path, normally:
C:/Users/<WindowsUser>/AppData/Local/Programs/lnwjud/lnwjud-mcp-stdio.cmdIn a temporary PowerShell session, initialize the tunnel profile:
$env:CONTROL_PLANE_API_KEY = '<runtime-key-for-this-session>'
$tc = 'C:/path/to/tunnel-client.exe'
& $tc init `
--sample sample_mcp_stdio_local `
--profile lnwjud `
--tunnel-id 'tunnel_0123456789abcdef0123456789abcdef' `
--mcp-command 'C:/Users/<WindowsUser>/AppData/Local/Programs/lnwjud/lnwjud-mcp-stdio.cmd'
& $tc doctor --profile lnwjud --explain
Remove-Item Env:CONTROL_PLANE_API_KEY -ErrorAction SilentlyContinueUse forward slashes in executable paths stored in YAML to avoid accidental YAML escape sequences.
3. Save tunnel settings in the desktop UI
In Settings → OpenAI Secure MCP Tunnel:
Save the runtime API key. lnwjud encrypts it locally with Windows DPAPI.
Save the path to
tunnel-client.exe.Confirm
%APPDATA%/tunnel-client/lnwjud.yamlexists.Start the tunnel from the dashboard.
Open Live Logs or run Doctor if the tunnel fails to start.
The desktop tunnel controller runs tunnel-client doctor before launch, rewrites
the profile to prefer the packaged stdio launcher when available, starts the
client with a seven-day MCP connection ceiling, detects externally started
lnwjud tunnel processes, and performs bounded reconnect attempts after
unexpected exits.
4. Add lnwjud to ChatGPT
For current ChatGPT developer-mode MCP testing, use the official Connect and test your plugin guide as the UI source of truth because workspace policy and labels can change. The stable flow is:
Enable Developer mode for the target ChatGPT account/workspace if your plan and workspace policy allow it.
Open ChatGPT Plugins and select the plus button.
Enter a name/description, choose Tunnel under Connection, and select the associated
lnwjudtunnel or enter itstunnel_id.Create the connection and review the discovered tools and metadata.
Confirm that the default runtime exposes 216 tools (or 222 when Codex delegation is explicitly enabled) and run a read-only smoke test before trying writes.
Example smoke test:
Use lnwjud to list registered workspaces, report Git status for the selected project, and summarize the top-level project tree. Do not modify anything.Quick start: build from source
Requirements for source development:
Windows x64.
Node.js
>=24.0.0 <25.Git.
Corepack with the repository-pinned
pnpm@10.15.0.PowerShell 7 recommended; Windows PowerShell 5.1 is sufficient for most helper scripts.
rg(ripgrep) recommended.
git clone https://github.com/engasnm111/lnwjud.git
Set-Location .\lnwjud
corepack enable
corepack pnpm@10.15.0 install --frozen-lockfile
Copy-Item .env.example .env
# Build all packages and the desktop app
corepack pnpm@10.15.0 build
# Launch the development desktop runtime
corepack pnpm@10.15.0 desktopOptional Windows installer build:
corepack pnpm@10.15.0 package:windowsThe generated x64 NSIS installer is written under
apps/desktop/dist/installers/.
Run in the Windows system tray
Closing the main lnwjud window hides it instead of shutting down the desktop runtime. The MCP listener, Live Logs, tunnel controller, and background services continue running and the lnwjud icon remains in the Windows notification area. Use the tray menu to reopen the dashboard, check for updates, or quit the process completely.
The packaged stdio launcher
lnwjud.exe is the graphical desktop entrypoint. MCP stdio clients and Secure
MCP Tunnel should use the generated launcher instead:
lnwjud-mcp-stdio.cmd --workspace D:\projects\my-appThe build generates lnwjud-mcp-stdio.cjs, lnwjud-mcp-stdio.cmd, and a
private lnwjud-node.exe copied from the pinned Node.js 24 build runtime.
These generated runtime files are intentionally ignored by Git. The Windows
package copies them next to the installed application and into its resources
directory, and the launcher uses only this bundled runtime rather than a system
Node installation or PATH.
STDIO permission profiles and strict roots
The packaged stdio launcher keeps the historical behavior by default: the permission profile is full and machine-drive roots are registered as before. You can opt into a narrower policy per launch:
lnwjud-mcp-stdio.cmd --workspace D:\\projects\\my-app --profile safe --strict-roots --allowed-root D:\\projects\\my-appSupported profiles are safe, balanced, full, and custom. Equivalent environment variables are LNWJUD_STDIO_PROFILE, LNWJUD_STRICT_ROOTS, and semicolon-separated LNWJUD_ALLOWED_ROOTS. Desktop Settings stores the same policy for OpenAI Secure MCP Tunnel launches. In strict-root mode lnwjud skips automatic whole-drive registration and exposes only explicitly allowed canonical roots; absolute paths outside those roots fail closed. Existing realpath/reparse-point and secret-policy checks still apply. Strict roots are a filesystem/capability boundary, not an OS sandbox: spawned programs still run under the Windows user token.
The AI Destructive Actions policy in Desktop Settings is separate from the normal permission profile. Every destructive auto-approval toggle defaults OFF on fresh installs. Users can opt in independently to scoped delete_file, git rm, git clean, git reset / restore, direct rm / unlink, rmdir / rd, del / erase, and the corresponding WSL delete families. Auto-approval never bypasses the Active Project/workspace boundary; targets that escape the project, use unsafe broad patterns, or cannot be proven safe fall back to explicit chat confirmation. Protected Critical Files and recoverable delete_file are enabled by default, so protected manifests/secrets/recovery metadata are not auto-approved and supported deletes are checkpointed/moved to Recovery Trash for restoration.
Requirements and optional integrations
Core requirements
Windows x64.
Node.js 24.x for source development/builds. Installed releases bundle their own private Node 24 runtime for stdio/Secure Tunnel.
Git/Corepack/pnpm for source development.
Optional dependencies
Codex CLI for
codex_*delegation tools.rgfor fast code search; lnwjud has bounded fallbacks where supported.Chrome/Chromium for managed CDP/browser capabilities.
WSL for
wsl_execandwsl_fs.Microsoft Office applications for Office automation actions that require the native Office stack.
FFmpeg and other media helpers for capabilities that report them as available.
OpenAI / ChatGPT requirements for Secure MCP Tunnel
An OpenAI Platform organization with tunnel access.
A tunnel associated with the intended Platform organization and ChatGPT workspace.
Tunnels Read + Manage to create/edit a tunnel.
Tunnels Read + Use to run
tunnel-clientor select a tunnel in the ChatGPT app flow.ChatGPT Developer mode access according to the target plan/workspace policy.
Outbound HTTPS from the Windows host to
api.openai.com:443(or the documented mTLS control-plane host when configured).No inbound firewall rule or public lnwjud MCP port is required for Secure MCP Tunnel.
Install from source
Clone and install dependencies
git clone https://github.com/engasnm111/lnwjud.git
Set-Location .\lnwjud
corepack pnpm@10.15.0 install --frozen-lockfileDo not silently upgrade the package manager: the lockfile is pinned to pnpm@10.15.0.
Configure Environment
Copy-Item .env.example .envBuild and run the desktop dashboard
One command from the repository root:
Set-Location .\lnwjud
corepack pnpm@10.15.0 desktopThis builds the desktop app and opens the Agent Control Center. MCP HTTP auto-starts on launch (no Start Connection click required). The dashboard owns the SQLite state, workspace registry, permission profile, work-log audit records, loopback MCP lifecycle, and Secure Tunnel controls.
Optional environment:
$env:LNWJUD_DATA_PATH = "$env:LOCALAPPDATA\lnwjud"
$env:LNWJUD_WORKSPACE = "D:\projects\my-app"
corepack pnpm@10.15.0 desktopUse the same LNWJUD_DATA_PATH for desktop UI and the packaged stdio launcher
so ChatGPT tool activity appears in the Work Log. The launcher is the same
direct MCP entrypoint used by the Codex/tunnel integration.
Build a Windows installer
Set-Location .\lnwjud
corepack pnpm@10.15.0 package:windowsThe x64 NSIS installer is written to:
apps/desktop/dist/installers/lnwjud-Setup-4.9.2.exeThe installer is per-user by default. A common installed executable path is:
C:/Users/<WindowsUser>/AppData/Local/Programs/lnwjud/lnwjud.exeAlways use the path shown by the installed shortcut or Get-Command.
Configure the local desktop application
Add a workspace
Start lnwjud (
pnpm desktopor the installed app).On Home or Projects, add the project directory path.
The selected project is persisted; switching projects restarts MCP automatically.
Desktop MCP uses the selected Permission profile; stdio/tunnel MCP uses its separately configured STDIO profile (backward-compatible default:
full) and optional Strict Roots.Run Doctor from the sidebar if a dependency is reported missing.
Every file operation resolves the supplied path against a registered workspace, canonicalizes existing parents/targets, rejects traversal and reparse-point escapes, and applies the secret policy after resolution.
Permission profiles
Profile | READ | WRITE | EXECUTE | DANGEROUS | Intended use |
safe | allow | ask | ask | deny | Read and approve changes carefully |
balanced | allow | allow | allow | ask | Normal development |
full | allow | allow | allow | allow | Explicitly trusted local automation |
custom | configured | configured | configured | configured | Host-defined policy |
Desktop MCP honors the selected profile for every MCP tool, including local
capabilities. The packaged stdio/tunnel runtime keeps full as the
backward-compatible default, but accepts safe, balanced, full, or custom
through the launcher/environment/Desktop STDIO policy settings; optional Strict
Roots can further constrain visible roots. This policy is stored separately from
the Desktop MCP profile. Unrestricted mode remains the compatibility default
when Strict Roots is not enabled (every fixed drive is a machine root).
Filesystem deletion-style commands require confirmation. Disk format, shutdown,
and reboot stay hard-blocked. Destructive Git forms including rm / clean /
reset require explicit chat confirmation followed by userConfirmed: true.
Optional local capability roots
The local desktop capability layer can receive additional roots through the semicolon-separated environment variable LNWJUD_CAPABILITY_ROOTS:
$env:LNWJUD_CAPABILITY_ROOTS = 'E:/work;E:/projects'In the default unrestricted mode, all fixed-drive roots are available to local
capability tools. LNWJUD_CAPABILITY_ROOTS is optional extra configuration;
it is not a visibility ignore list. Core file tools still require a registered
workspace, and stdio defaults to the machine roots when the variable is unset.
Local Streamable HTTP connection
The desktop runtime auto-starts the loopback MCP server after resolving the selected workspace. In the dashboard:
Select a registered workspace.
Copy the displayed endpoint, normally
http://127.0.0.1:18765/mcp.Add it to a compatible local Streamable HTTP MCP client.
Use Stop Connection when you intentionally want to stop the listener.
Use Start Connection to start it again after a manual stop.
The endpoint binds to 127.0.0.1, validates origin/host, and uses the same application services and permission checks as the dashboard. Do not expose the loopback URL through a generic port forward.
If dom_cdp is available, the dashboard can launch managed Chrome. Browser automation remains loopback-bound and separate from the file guard.
Connect a local Codex client
Local Codex clients can use stdio directly; they do not need Secure MCP Tunnel. Point the entry at the stdio-capable installed executable:
codex mcp add lnwjud -- "$env:LOCALAPPDATA\Programs\lnwjud\lnwjud-mcp-stdio.cmd" --workspace E:\lnwjud
codex mcp listThe stdio launcher is lnwjud-mcp-stdio.cmd shipped next to the desktop app
(not the GUI lnwjud.exe). It exposes the full tool catalog, including
skills/MCP bridge meta-tools, and uses the bundled private lnwjud-node.exe;
no separate Node.js installation is required for an installed release.
The same server can be added in ChatGPT desktop or an IDE extension under Settings → MCP servers → Add server → STDIO. Restart the host after saving. In Codex, /mcp lists active servers.
Example user-scoped or trusted project-scoped config.toml:
[mcp_servers.lnwjud]
command = "C:/Users/<WindowsUser>/AppData/Local/Programs/lnwjud/lnwjud-mcp-stdio.cmd"
args = ["--workspace", "E:/lnwjud"]
startup_timeout_sec = 20
tool_timeout_sec = 3600Use prompt approval while testing an unfamiliar workspace. No OpenAI API key belongs in this local MCP entry.
Create an OpenAI Secure MCP Tunnel
This is the path that lets ChatGPT web, which cannot read local files or local Codex configuration, call lnwjud.
1. Create or select a Platform tunnel
Open OpenAI Platform tunnel settings. Create a tunnel and record its ID, for example:
tunnel_0123456789abcdef0123456789abcdefAssociate the tunnel with the Platform organization that owns it, the target ChatGPT workspace, and any other Platform organization that will call it. The same tunnel_id is used by every association.
2. Create the correct runtime key
Open OpenAI Platform API keys. Create a Restricted runtime API key for tunnel-client and select only Tunnels → Read + Use. The long-lived daemon must not use an All key.
Do not use an Admin API key or an unrelated project key (sk-proj-...). Keep the key in a local secret store or environment variable. Never put it in this repository, a YAML profile, a committed .env file, or a public issue/log. If a key is exposed, revoke it and create a replacement.
3. Download tunnel-client
Use the Platform download link or the official tunnel-client releases. Keep the executable at a stable path, for example:
C:/Users/<WindowsUser>/Downloads/tunnel/tunnel-client.exeVerify it:
$tc = 'C:/Users/<WindowsUser>/Downloads/tunnel/tunnel-client.exe'
& $tc --version
& $tc help quickstart4. Create a stdio profile
Set the runtime key only in the current PowerShell process and create the profile:
$env:CONTROL_PLANE_API_KEY = '<runtime-key-for-this-session>'
& $tc init --sample sample_mcp_stdio_local --profile lnwjud --tunnel-id 'tunnel_0123456789abcdef0123456789abcdef' --mcp-command 'C:/Users/<WindowsUser>/AppData/Local/Programs/lnwjud/lnwjud-mcp-stdio.cmd'Use forward slashes in the Windows executable path inside the profile. Backslashes can be interpreted as YAML escapes and turn C:\Users... into C:Users....
The generated profile is normally:
C:/Users/<WindowsUser>/AppData/Roaming/tunnel-client/lnwjud.yamlA minimal profile has this shape. The key remains an environment reference:
config_version: 1
control_plane:
base_url: "https://api.openai.com"
tunnel_id: "tunnel_0123456789abcdef0123456789abcdef"
api_key: "env:CONTROL_PLANE_API_KEY"
health:
listen_addr: "127.0.0.1:0"
admin_ui:
open_browser: false
log:
level: info
format: json
mcp:
# Force a long ceiling via flag/env/YAML (default is only 10m):
# --mcp.connection-max-ttl 168h0m0s
# MCP_CONNECTION_MAX_TTL=168h0m0s
# mcp.connection_max_ttl: 168h0m0s (snake_case; hyphenated YAML key is rejected)
connection_max_ttl: 168h0m0s
commands:
- channel: main
command: "C:/Users/<WindowsUser>/AppData/Local/Programs/lnwjud/lnwjud-mcp-stdio.cmd"5. Run diagnostics and the tunnel
Prefer the desktop Control Center: save the Runtime API key once under Settings, then click Start Tunnel. The key is stored with Windows DPAPI.
Manual session (still supported):
$env:CONTROL_PLANE_API_KEY = '<runtime-key-for-this-session>'
$env:MCP_CONNECTION_MAX_TTL = '168h0m0s'
& $tc doctor --profile lnwjud --explain
if ($LASTEXITCODE -ne 0) { throw 'tunnel-client doctor failed' }
& $tc run --profile lnwjud --mcp.connection-max-ttl 168h0m0sKeep this process and the child lnwjud-mcp-stdio.cmd process alive while
ChatGPT is using the connector. Use the same LNWJUD_DATA_PATH as the desktop
app so Work Log entries appear in the Control Center.
6. Verify the command locally
$lnwjud = 'C:/Users/<WindowsUser>/AppData/Local/Programs/lnwjud/lnwjud-mcp-stdio.cmd'
Test-Path $lnwjud
Test-Path $tcIf doctor reports a missing executable, fix the YAML path. If launching the command opens the dashboard instead of holding a stdio MCP process, install a stdio-capable package. Do not solve that error with shell: true or an unrestricted PowerShell command string.
Start the tunnel automatically at Windows logon
A scheduled task is more reliable than leaving a terminal open. This example stores the runtime key encrypted with the current Windows user's DPAPI; the key is not written in plain text to the profile or task command line.
Save the key once
$secretDir = Join-Path $env:APPDATA 'tunnel-client'
New-Item -ItemType Directory -Path $secretDir -Force | Out-Null
$secureKey = Read-Host 'Tunnel runtime API key' -AsSecureString
$secureKey | ConvertFrom-SecureString | Set-Content (Join-Path $secretDir 'lnwjud.runtime.secret')The encrypted value is tied to the same Windows user and machine.
Create a runner script
Save as start-lnwjud-tunnel.ps1:
$ErrorActionPreference = 'Stop'
$tc = 'C:/Users/<WindowsUser>/Downloads/tunnel/tunnel-client.exe'
$profile = 'lnwjud'
$secretPath = Join-Path $env:APPDATA 'tunnel-client/lnwjud.runtime.secret'
if (-not (Test-Path $tc)) { throw "Missing tunnel-client: $tc" }
if (-not (Test-Path $secretPath)) { throw "Missing encrypted runtime key: $secretPath" }
$encrypted = Get-Content $secretPath -Raw
$secureKey = ConvertTo-SecureString $encrypted
$keyPointer = [Runtime.InteropServices.Marshal]::SecureStringToBSTR($secureKey)
try {
$env:CONTROL_PLANE_API_KEY = [Runtime.InteropServices.Marshal]::PtrToStringBSTR($keyPointer)
& $tc doctor --profile $profile --explain
if ($LASTEXITCODE -ne 0) { exit $LASTEXITCODE }
& $tc run --profile $profile
exit $LASTEXITCODE
}
finally {
[Runtime.InteropServices.Marshal]::ZeroFreeBSTR($keyPointer)
Remove-Item Env:CONTROL_PLANE_API_KEY -ErrorAction SilentlyContinue
}Register the logon task
Run once as the same Windows user who saved the DPAPI secret:
$runner = 'C:/Users/<WindowsUser>/Downloads/tunnel/start-lnwjud-tunnel.ps1'
$userId = "$env:USERDOMAIN/$env:USERNAME"
$argument = '-NoProfile -ExecutionPolicy Bypass -File "' + $runner + '"'
$action = New-ScheduledTaskAction -Execute 'powershell.exe' -Argument $argument
$trigger = New-ScheduledTaskTrigger -AtLogOn -User $userId
$principal = New-ScheduledTaskPrincipal -UserId $userId -LogonType InteractiveToken -RunLevel Limited
Register-ScheduledTask -TaskName 'lnwjud Secure MCP Tunnel' -Action $action -Trigger $trigger -Principal $principal -ForceCheck or start it:
Get-ScheduledTask -TaskName 'lnwjud Secure MCP Tunnel'
Start-ScheduledTask -TaskName 'lnwjud Secure MCP Tunnel'Use Run only when user is logged on and a limited principal unless your organization has a documented service-account design. lnwjud does not need an administrator token for normal workspace operations.
Add the connector in ChatGPT Developer mode
Enable Developer mode
In ChatGPT web:
Open Settings.
Select Security and login.
Turn on Developer mode.
Enterprise/Edu administrators may need to enable this before it appears.
Create the developer app
Open ChatGPT Plugins.
Select the plus (+) button.
Enter a name such as lnwjud and a short description such as Local Windows development workspace gateway.
Under Connection, choose Tunnel.
Select the tunnel or enter its tunnel_id.
Create the connection and review the discovered tools and schemas.
lnwjud does not expose an OAuth login endpoint. Do not invent OAuth URLs or paste the runtime key into the ChatGPT connector form. Tunnel authentication is handled by tunnel-client; ChatGPT selects the OpenAI-hosted tunnel. Choose a no-extra-auth option only when the tunnel form offers it.
Attach it to a new chat
Start a new conversation, open the tools menu, and add the lnwjud connection. A good smoke test is:
Use lnwjud to inspect the available workspace and report only registered workspace IDs and display names. Do not read file contents yet.Then test a read-only project flow:
For workspace <workspace-id>, show the project snapshot, Git status, and the top-level workspace tree. Do not modify anything.After changing tool metadata or restarting the tunnel, refresh the connector and continue in the same chat. Start a new chat only if Refresh connector does not clear a stale schema.
Complete MCP tool catalog (222 configurable tools; 216 advertised by default)
This index is generated from the current v4.9.2 ToolRegistry, not copied from an older release document. Optional/planned tools still appear in the advertised contract and report their availability/requirements at runtime where applicable.
# | Tool | Permission | Runtime description |
1 |
| DANGEROUS | List all registered workspaces/drive roots available to lnwjud. Call this first to discover workspace IDs. Entries include kind=machine_root|project. |
2 |
| WRITE | Register an existing project directory under a machine root (E:\ by default; any drive root in unrestricted mode). parentWorkspaceId must be a machine root from workspace_list. Idempotent for the same path. |
3 |
| READ | Return the configured workspace summary. |
4 |
| READ | List a bounded workspace tree. Absolute path does not require workspaceId. |
5 |
| READ | Return a bounded project snapshot without source contents. |
6 |
| READ | Read a workspace file as UTF-8 text or as an image/binary payload. Absolute paths (C:...) do not require workspaceId. |
7 |
| READ | Read up to twenty workspace files. Absolute paths do not require workspaceId. |
8 |
| READ | Search workspace filenames with automatic context-economy filters; set includeIgnored for an explicit full path search. Absolute path does not require workspaceId. |
9 |
| READ | Search workspace text using direct ripgrep arguments with automatic binary/generated filters; set includeIgnored for an explicit full path search. Absolute path does not require workspaceId. |
10 |
| READ | Inspect parsed read-only Git status. For writes (init, add, commit, remote, push, rm, clean, reset) use the git tool. |
11 |
| READ | Return a bounded read-only Git diff. For writes use the git tool. |
12 |
| READ | Return bounded structured Git history. For writes use the git tool. |
13 |
| EXECUTE | Run any git subcommand immediately with a separate args array (init, clone, add, commit, remote, fetch, pull, push, rm, mv, restore, checkout, switch, branch, tag, stash, merge, rebase, cherry-pick, reset, clean, revert). cwd may be an absolute path; workspaceId is then optional. Returns exitCode, stdout, and stderr. Destructive Git operations require explicit chat confirmation and userConfirmed: true. Do not wrap git in powershell/cmd. |
14 |
| WRITE | Write UTF-8 text, creating missing parent directories. Checkpoints an existing target first. Absolute paths do not require workspaceId. |
15 |
| WRITE | Edit one UTF-8 workspace file by replacing exact text. Defaults to one match; supports guarded replaceAll and checkpoints existing targets. |
16 |
| WRITE | Validate and apply bounded file changes, creating missing parent directories. |
17 |
| WRITE | Move a file or directory within one workspace, creating missing destination parents. |
18 |
| WRITE | Copy a file or directory within one workspace, creating missing destination parents. |
19 |
| DANGEROUS | Delete one file or an empty directory inside its workspace. Confirmation is required by default; Settings can explicitly allow scoped AI deletion while workspace-root deletion stays blocked. |
20 |
| WRITE | Restore one Recovery Trash item to its original path. Refuses to overwrite an existing target and remains scoped to the recorded workspace. |
21 |
| EXECUTE | Immediate-return managed process launcher. Starts one policy-checked executable and returns |
22 |
| READ | List managed process handles owned by this client in a workspace, including launches whose response was cancelled. |
23 |
| READ | Read status for an owned process handle. |
24 |
| READ | Read bounded logs for an owned process handle. |
25 |
| EXECUTE | Stop an owned managed process tree. |
26 |
| EXECUTE | Immediate-return launcher for the detected project dev command; returns |
27 |
| EXECUTE | Immediate-return launcher for the detected project test command; returns |
28 |
| EXECUTE | Immediate-return launcher for the detected project lint command; returns |
29 |
| EXECUTE | Immediate-return launcher for the detected project typecheck command; returns |
30 |
| EXECUTE | Immediate-return launcher for the detected project build command; returns |
31 |
| EXECUTE | Immediate-return launcher for the detected project format command. Returns processId after spawn and never waits for the command to finish. |
32 |
| READ | Report local Codex installation and capabilities without credential inspection. |
33 |
| EXECUTE | Delegate an instruction to the local Codex CLI in a workspace. |
34 |
| READ | List local Codex task handles owned by this client, including launches whose response was cancelled. |
35 |
| READ | Read status for an owned Codex task. |
36 |
| READ | Read bounded logs for an owned Codex task. |
37 |
| EXECUTE | Stop an owned Codex task process. |
38 |
| EXECUTE | Non-blocking command runner. MCP |
39 |
| DANGEROUS | Default for web-page DOM work inside managed Chrome: inspect content, query selectors, click, type, navigate, evaluate JavaScript, wait, manage tabs, and capture screenshots. Use steps to batch related DOM actions in one call. |
40 |
| DANGEROUS | Semantic native Windows UI tool. Inspect UI trees and named controls, then click, focus, read or set values, select controls and menus, or manage a native element. Prefer shell for direct system work and dom_cdp for web pages. |
41 |
| DANGEROUS | Low-level keyboard and pointer fallback. Use only when DOM/CDP and Accessibility cannot operate the target. Supports text, keys, mouse movement, clicks, drag, scroll, held buttons, release_all, and batched sequences. |
42 |
| READ | Visual and OCR fallback for content unavailable through DOM or Accessibility. Capture a display, window, or region, or run local Vision OCR. It never clicks or types. |
43 |
| READ | Capture a local Windows screen/region/window and return a short-lived Set-of-Marks observation with numbered bounds, a content hash, and an annotated PNG. This tool only observes; use ui_target_action for a separately gated action. |
44 |
| DANGEROUS | Act on one mark from a current vision_annotated_capture observation. The observation ID, optional hash, TTL, workspace owner, and current Accessibility element are checked before the action is sent. |
45 |
| DANGEROUS | Direct native Windows window management. List, inspect, activate, move, resize, minimize, maximize, restore, or close windows without raw coordinates when a window operation is sufficient. |
46 |
| READ | Diagnostics only. Check all lnwjud backends or one public tool after a failure, when asked for status, or while diagnosing permissions. Do not use as a preflight before normal work. |
47 |
| READ | Read-only system information: OS, CPU, memory, disks, battery, uptime, and top processes by memory. Use for environment checks and diagnostics. |
48 |
| EXECUTE | Show a Windows notification (toast when BurntToast is installed, balloon otherwise). Use to tell the user when a long task finishes. |
49 |
| EXECUTE | Open a native Windows file open/save dialog and return the chosen path(s). The dialog does not read or write files itself; use the guarded file tools afterwards. |
50 |
| DANGEROUS | Read or write the Windows clipboard (text, or PNG image as base64). Use get_text/get_image to read and set_text to write. |
51 |
| DANGEROUS | Fetch an http/https URL (GET/POST/PUT/DELETE/HEAD) with bounded size and timeout. HTTP DELETE requires explicit chat confirmation and userConfirmed: true. Returns status, headers, and text or base64 body. |
52 |
| DANGEROUS | Record the microphone to a WAV file or play a local audio file through MCI. record is synchronous and limited to 600 seconds. Use stop to abort an ongoing record/play. |
53 |
| DANGEROUS | Record the screen to an MP4 using ffmpeg gdigrab (requires ffmpeg on PATH). start spawns a background capture, status checks it, stop finalizes the file. Recording stops automatically after 3600 seconds. |
54 |
| DANGEROUS | Automate Excel or Word through COM. Mutating actions (write, replace, save_as) require explicit chat confirmation and userConfirmed: true. Requires Microsoft Office installed. |
55 |
| DANGEROUS | Manage Windows scheduled tasks with schtasks.exe. list enumerates tasks, create registers a new task, run starts one immediately. delete requires the user to confirm in chat first, then pass userConfirmed: true. |
56 |
| EXECUTE | Scoped WSL2 developer runner. MCP |
57 |
| READ | Translate paths and inspect metadata between a registered Windows workspace and WSL without exposing raw \wsl$ read/write access. |
58 |
| DANGEROUS | List local agent skills discovered from Cursor, Claude, Agents, workspace skill roots, and lnwjud settings. Filter with query or source. |
59 |
| DANGEROUS | Read a local skill SKILL.md (or a relative file inside the skill folder). Follow the skill instructions with lnwjud tools and mcp_call. |
60 |
| DANGEROUS | List local MCP servers discovered from Cursor, Claude Desktop, and lnwjud settings. Does not flatten child tools into the lnwjud catalog. |
61 |
| DANGEROUS | Connect to one local MCP server (if needed) and return its tool names, descriptions, and input schemas. |
62 |
| DANGEROUS | Call a tool on a discovered local MCP server. Because child side effects cannot be proven non-destructive at this boundary, every mcp_call requires explicit chat confirmation and userConfirmed: true. |
63 |
| READ | Aggregate ranked workspace context with snippets, symbols, Git/test relevance, economy metadata, and continuation; automatic discovery can be explicitly expanded. |
64 |
| READ | Continue a workspace_context result without discarding unreturned candidates. |
65 |
| READ | Enumerate workspace files with full access by default; set includeIgnored false to use the persistent automatic index. |
66 |
| READ | Continue a workspace_full_scan result page. |
67 |
| READ | Return workspace identity and project snapshot metadata without source contents. |
68 |
| READ | Search text and filenames across one or all registered workspaces with automatic economy filters or an explicit includeIgnored override. |
69 |
| READ | Read many workspace files in parallel while preserving one result or error per requested path. |
70 |
| READ | Read a deterministic line chunk with explicit continuation instead of silently truncating a large file. |
71 |
| READ | Continue read_file_page from the next deterministic line chunk. |
72 |
| READ | Build or refresh the persistent workspace index using automatic context filters unless ignored paths are explicitly included. |
73 |
| READ | Return persistent index metadata and lossless watcher queue telemetry. |
74 |
| READ | Watch all workspace paths and incrementally re-index only changed paths with configurable debounce/concurrency. |
75 |
| READ | Stop a workspace watcher after draining all queued path updates. |
76 |
| READ | Create a concise same-chat continuation message from the real phase tracker, current git status/diff, and durable background task IDs. |
77 |
| EXECUTE | Cache project typecheck results by current Git status/diff fingerprint; unchanged edits return a cache hit. |
78 |
| READ | Search indexed symbols across the workspace. |
79 |
| READ | Find deterministic symbol definitions. |
80 |
| READ | Find textual and indexed references to a symbol. |
81 |
| READ | Find interface and class implementations. |
82 |
| READ | Return a deterministic call hierarchy approximation. |
83 |
| READ | Return indexed imports and exports for a module. |
84 |
| READ | Return package and module dependency metadata. |
85 |
| READ | Return the workspace module graph. |
86 |
| READ | Search indexed TypeScript, JavaScript, and Python types. |
87 |
| READ | Combine definition, references, imports, tests, and recent context. |
88 |
| READ | Explain ranking signals without removing lower-ranked context. |
89 |
| READ | Gather deterministic debugging context and continuation metadata. |
90 |
| READ | Gather code-review context. |
91 |
| READ | Gather changed files, symbols, dependencies, and tests. |
92 |
| READ | Gather context around a symbol. |
93 |
| READ | Gather relevant test context. |
94 |
| READ | Gather dependency-related context. |
95 |
| READ | Gather Git status, diff, and history context. |
96 |
| READ | Gather frontend project context. |
97 |
| READ | Gather backend project context. |
98 |
| READ | Classify a prompt with a deterministic, overridable route. |
99 |
| READ | List built-in and user recipe names. |
100 |
| READ | Describe a recipe plan and permissions. |
101 |
| EXECUTE | Preview or run a deterministic recipe plan. |
102 |
| READ | Return a no-side-effect execution preview. |
103 |
| READ | Review current Git changes and affected context. |
104 |
| READ | Find symbols in changed files. |
105 |
| READ | Find modules affected by current changes. |
106 |
| READ | Return relevant recent Git history. |
107 |
| READ | Return line ownership context for a file. |
108 |
| READ | Discover project tests without imposing an execution limit. |
109 |
| EXECUTE | Plan or run tests affected by changed files. |
110 |
| READ | Summarize recorded test failures. |
111 |
| READ | Return coverage context when project tooling provides it. |
112 |
| READ | Return recent test execution history. |
113 |
| READ | Return shared cache hit/miss telemetry. |
114 |
| WRITE | Clear safe local runtime caches. |
115 |
| WRITE | Invalidate cache entries for a path or workspace. |
116 |
| READ | List registered lifecycle hooks. |
117 |
| WRITE | Register a deterministic lifecycle hook descriptor. |
118 |
| WRITE | Remove a lifecycle hook descriptor. |
119 |
| READ | Match relevant local skills without loading all skill text. |
120 |
| READ | Load a selected local skill by identifier. |
121 |
| DANGEROUS | Install a declared plugin after permission evaluation. |
122 |
| READ | List installed and enabled plugins. |
123 |
| WRITE | Enable an installed plugin. |
124 |
| WRITE | Disable an installed plugin. |
125 |
| DANGEROUS | Remove an installed plugin. |
126 |
| READ | Return persisted development-session context. |
127 |
| WRITE | Persist a development-session checkpoint. |
128 |
| READ | Resume a persisted session context. |
129 |
| READ | Return session checkpoints and decisions. |
130 |
| READ | Select compact, normal, verbose, or stream formatting. |
131 |
| READ | Combine DOM, console, network, URL, and screenshot metadata. |
132 |
| READ | Gather deterministic UI debugging context. |
133 |
| READ | Capture a structured UI state. |
134 |
| READ | Inspect form controls and values metadata. |
135 |
| READ | Summarize browser network context. |
136 |
| READ | Summarize browser console context. |
137 |
| READ | Combine browser diagnostics for one request. |
138 |
| READ | Inspect Windows environment metadata. |
139 |
| READ | Inspect Windows service metadata. |
140 |
| READ | Inspect process-tree context. |
141 |
| READ | Inspect local listening-port context. |
142 |
| READ | Inspect registry context through the Windows capability boundary. |
143 |
| READ | Inspect Windows event-log context. |
144 |
| READ | Inspect installed runtimes and package managers. |
145 |
| READ | Resolve executable and PATH context. |
146 |
| READ | Inspect startup configuration context. |
147 |
| READ | Discover external MCP servers without flattening native tools. |
148 |
| READ | Return external MCP connection health. |
149 |
| READ | List resources exposed by connected MCP servers. |
150 |
| EXECUTE | Create a visible managed runtime task. |
151 |
| READ | Read managed task state. |
152 |
| EXECUTE | Cancel a managed runtime task. |
153 |
| READ | Read a managed task result. |
154 |
| READ | List managed runtime tasks. |
155 |
| EXECUTE | Delegate a task through a policy/audit adapter. |
156 |
| READ | Read delegated agent state. |
157 |
| EXECUTE | Cancel a delegated agent task. |
158 |
| READ | Read a delegated agent result. |
159 |
| EXECUTE | Run isolated read-only agent tasks with collision metadata. |
160 |
| READ | Evaluate an action class without limiting allowed context reads. |
161 |
| READ | Return the active Permission v2 profile. |
162 |
| READ | Query structured activity/log metadata with correlation IDs. |
163 |
| READ | Return Live Logs pipeline health and source status. |
164 |
| READ | Return runtime performance telemetry. |
165 |
| READ | Return context discovery, deduplication, ledger, and token-efficiency telemetry. |
166 |
| READ | Return the cheapest deterministic execution plan and reason. |
167 |
| READ | Return a traversable repository structural map. |
168 |
| READ | Return optional import, caller, type, test, and change references. |
169 |
| READ | Return reconnect, retry, continuation, cache, and worker recovery state. |
170 |
| READ | List versioned tool schema metadata. |
171 |
| WRITE | Register a backward-compatible tool schema descriptor. |
172 |
| READ | Discover capability categories without requiring every full schema. |
173 |
| READ | Search tools, tags, phases, and descriptions deterministically. |
174 |
| READ | Return a bounded ranked tool set using deterministic scoring with optional local rerank fallback. |
175 |
| READ | Describe one tool contract on demand. |
176 |
| READ | List tool categories and counts. |
177 |
| READ | Find the best local tool/function candidates for a prompt. |
178 |
| READ | List stable shorthand aliases and their primitive tool targets. |
179 |
| READ | Describe the additive MCP hub boundary without flattening child tools or retaining credentials. |
180 |
| READ | Run the unified deterministic development-context facade. |
181 |
| READ | Return inspectable developer automation recipes. |
182 |
| READ | Capture screenshot metadata for visual validation. |
183 |
| READ | Compare screenshot metadata or supplied artifacts. |
184 |
| READ | Return a structured DOM snapshot. |
185 |
| READ | Return layout metadata for visual validation. |
186 |
| READ | Combine screenshot, DOM, layout, console, and network references. |
187 |
| READ | Inspect workbook structure through an optional spreadsheet plugin. |
188 |
| READ | Compare workbook layout metadata through an optional spreadsheet plugin. |
189 |
| READ | Render an Excel preview through an optional spreadsheet plugin. |
190 |
| READ | Inspect PDF metadata and page structure through an optional PDF plugin. |
191 |
| READ | Compare PDF page metadata through an optional PDF plugin. |
192 |
| READ | Read project intelligence conventions. |
193 |
| WRITE | Update project intelligence conventions. |
194 |
| READ | Build a structured cross-agent handoff bundle. |
195 |
| EXECUTE | Run or preview a benchmark scenario. |
196 |
| READ | Return benchmark and regression results. |
197 |
| EXECUTE | Run an artifact-based Windows Sandbox job with networking disabled and read-only mapped input. |
198 |
| EXECUTE | Watch an allowlisted user-mode ETW or Windows Event Log diagnostic stream. |
199 |
| READ | Return bounded crash and service-diagnostic context from allowlisted user-mode sources. |
200 |
| READ | Read diagnostics from an owned language-server child process. |
201 |
| WRITE | Create a cross-file LSP rename edit plan before any workspace write. |
202 |
| EXECUTE | Attach a DAP client only to an owned workspace debug adapter. |
203 |
| EXECUTE | Perform a bounded DAP stepping/read operation in an owned debug session. |
204 |
| DANGEROUS | Create an owned Git worktree for isolated agent work with collision metadata. |
205 |
| DANGEROUS | Remove a ledger-owned Git worktree after dry-run and explicit confirmation. |
206 |
| READ | Inspect a local database schema through a configured, read-only connection. |
207 |
| DANGEROUS | Run a bounded local database query under explicit connection and mutation policy. |
208 |
| DANGEROUS | Automate PowerPoint through the existing Office policy boundary. |
209 |
| READ | Read Outlook folder/message metadata through the existing Office policy boundary. |
210 |
| READ | Extract bounded PDF text and tables through a local document provider. |
211 |
| WRITE | Create a deterministic DOCX merge plan and write only after approval. |
212 |
| READ | Propose safe, deterministic, reversible recovery steps without applying mutations. |
213 |
| DANGEROUS | Apply an approved reversible recovery plan without automatic destructive retries. |
214 |
| WRITE | Import a compatible skill descriptor after validation and permission review. |
215 |
| EXECUTE | Plan bounded parallel subagents with ownership, collision, approval, and cancellation metadata. |
216 |
| EXECUTE | Run the detected project test suite and return parsed pass/fail counts, per-failure file/line locations, and durations instead of a process handle. |
217 |
| READ | Scan workspace files for credential-shaped values and report masked findings. Secret values and raw source lines are never returned. |
218 |
| READ | Report environment variable names, presence, emptiness, and inferred shape across dotenv files and templates. Values are never returned. |
219 |
| READ | Compare declared and installed package versions, flag phantom/missing/out-of-range dependencies, duplicate resolutions, and workspace links. No lockfile is parsed. |
220 |
| READ | Resolve a raw stack trace to workspace source locations with surrounding code and blame for the first first-party frame. Source maps are not decoded. |
221 |
| READ | Return structured merge conflict hunks with ours/base/theirs sides, index stages, and the in-progress Git operation. Mutates nothing. |
222 |
| DANGEROUS | Execute multiple MCP tools with parallel, dependency-aware, timeout, cancellation, and partial-result handling. |
Detailed capability guide
Workspace and project inspection
Tool | Permission | What it does |
workspace_info | READ | Returns display name, canonical root, project profile, and Git summary |
workspace_tree | READ | Returns a bounded directory tree; hidden and heavy folders are included, with depth/entry bounds and truncation metadata |
project_snapshot | READ | Returns profile, Git counts, top-level tree, managed processes, and recent error summaries without source contents |
Optional machine-root discovery extension
The current default is Unrestricted mode, which registers every available
fixed drive (C:, D:, E:, …) as a machine root. If Unrestricted mode is explicitly
disabled, the restricted machine-root contract keeps E: (E:\) as the sole
machine root and prunes other drive-root registrations. Project folders may be
registered below the active machine roots through MCP or the desktop UI.
Tool | Permission | Input | What it does |
workspace_list | DANGEROUS | Empty object | Lists registered machine roots and project workspaces ( |
workspace_register | WRITE | parentWorkspaceId, path, optional displayName | Registers an existing project directory below a machine root (idempotent; any drive root in unrestricted mode) |
The extension still validates the parent ID, canonical path, and reparse points.
Secret and hidden files are intentionally readable in the default unrestricted
mode (including .env, keys, and credentials) on every fixed drive. Image and
other binary files are returned as base64 with no application size cap. Paths
outside registered roots remain denied only when unrestricted mode is explicitly
disabled.
Local capability tools (shell, vision, accessibility, input_event,
window, dom_cdp, health) are available on both desktop HTTP MCP and
stdio/tunnel. Shell allowed roots include E:\.
If your build does not advertise workspace_register, register the workspace
from the desktop dashboard and use its workspace ID.
Files and search
Tool | Permission | What it does |
read_file | READ | Reads a workspace file as UTF-8 or an image/binary payload. Absolute paths do not require workspaceId. |
read_files | READ | Reads up to 20 workspace files. Absolute paths do not require workspaceId. |
search_files | READ | Searches workspace filenames with bounded results; automatic mode skips vendor/build/binary/generated paths |
search_text | READ | Searches text through direct ripgrep arguments; automatic mode avoids binary/generated context |
write_file | WRITE | Writes UTF-8 text, creates missing parents, and checkpoints an existing target before overwrite |
edit_file | WRITE | Replaces exact UTF-8 text; requires one match by default, supports guarded replaceAll, and checkpoints an existing target before write |
apply_patch | WRITE | Validates and applies bounded file changes, creating missing parents |
move_file | WRITE | Moves a file or directory within one workspace, creating missing destination parents |
copy_file | WRITE | Copies a file or directory within one workspace, creating missing destination parents |
delete_file | DANGEROUS | Deletes one file or an empty directory after the user confirms in chat ( |
restore_deleted_file | WRITE | Restores a Recovery Trash item to its original path without overwriting an existing target |
In the default unrestricted mode, .env, .env.*, *.pem, *.key, id_rsa*,
id_ed25519*, .ssh/**, .aws/**, and credentials.json are readable on
every fixed drive. Explicitly setting unrestricted mode to false restores the
restricted-drive secret policy.
Git
Tool | Permission | What it does |
git | EXECUTE | Runs git subcommands; destructive forms require explicit chat confirmation plus |
git_status | READ | Parsed read-only working-tree status |
git_diff | READ | Bounded read-only diff with truncation metadata |
git_log | READ | Bounded structured commit history |
Use git for init, add, commit, remote, push, pull, rm, clean, reset, and
branch deletes. git_status / git_diff / git_log remain structured
read-only views. Destructive Git forms such as rm, clean, reset, forced branch/tag moves, stash removal, force-push, and working-tree discard require explicit confirmation before execution.
Processes and project commands
Tool | Permission | What it does |
process_start | EXECUTE | Starts one policy-checked executable; destructive command forms require explicit confirmation |
process_status | READ | Reads state for an owned process handle |
process_logs | READ | Reads bounded stdout/stderr records with sequence numbers |
process_stop | EXECUTE | Stops an owned managed process tree |
project_dev | EXECUTE | Runs the detected project development command |
project_test | EXECUTE | Runs the detected project test command |
project_lint | EXECUTE | Runs the detected project lint command |
project_typecheck | EXECUTE | Runs the detected project type-check command |
project_build | EXECUTE | Runs the detected project build command |
process_start uses an executable plus an args array with shell false. It is not PowerShell, CMD, or a free-form shell parser. Project commands come from the detected ProjectProfile.
Context Economy Engine
Automatic discovery is optimized for useful context rather than raw tree size.
The default policy skips node_modules, .git, dist, build, coverage,
.next, .turbo, .cache, vendor, target, bin, obj, virtualenvs,
binary files, bundles, and source maps. Lockfiles and large JSON/log/CSV files
start as metadata summaries; source and tests start with relevant symbol/line
ranges; changed Git files are ranked first.
This policy is not a deny list. Explicit reads remain full-access within the normal workspace boundary, for example:
read_file({ "path": "node_modules/pkg/index.js" })
read_many_files({ "files": [{ "path": ".env" }, { "path": ".git/config" }] })
search_files({ "includeIgnored": true, "path": "node_modules/pkg" })
workspace_context({ "includeIgnored": true, "query": "login" })The Context Ledger keeps bounded in-memory fingerprints and small previous
contents. Repeated delivery can be represented as unchanged, a line diff,
or a duplicate referencePath; unchanged bytes are not sent again. The
context_economy_stats tool and telemetry_dashboard expose raw discovered
bytes, delivered bytes, duplicate/previously-seen bytes avoided, skipped paths,
ledger hits, and estimated savings. No raw file content or credential is
persisted by this telemetry.
Local Codex delegation
Tool | Permission | What it does |
codex_status | READ | Reports local Codex installation/version/capabilities without credential inspection |
codex_run | EXECUTE | Delegates an instruction to local Codex and returns codexTaskId |
codex_task_status | READ | Reads state for an owned Codex task |
codex_task_logs | READ | Reads bounded logs for an owned Codex task |
codex_stop | EXECUTE | Stops only a Codex task launched by lnwjud |
Typical flow: codex_run → poll task status/logs → inspect git_diff → run checks.
Local desktop capabilities
Tool | Permission | Actions |
shell | EXECUTE | Non-blocking MCP command execution; |
dom_cdp | DANGEROUS | Managed Chrome launch/status/tabs/navigation/JavaScript/DOM query/click/type/wait/screenshot |
accessibility | DANGEROUS | Windows UI Automation for app/window discovery, element inspection, focus, values, clicks, selections, and menus |
input_event | DANGEROUS | Text, paste, keys/hotkeys, pointer movement, clicks, drag, scroll, button state, release-all, and sequences |
vision | READ | Local display/region/window PNG capture and optional OCR; never clicks or types |
window | DANGEROUS | Native window list/inspect/activate/close/minimize/maximize/restore/move/resize/frame operations |
health | READ | Per-backend diagnostics with no input/browser/window side effects |
system_info | READ | OS/CPU/memory/disks/battery/uptime and top processes (read-only) |
notification | EXECUTE | Windows toast (BurntToast) or balloon notification |
file_dialog | EXECUTE | Native open/save dialogs returning chosen paths; does not read or write files itself |
clipboard | DANGEROUS | Clipboard text read/write and PNG image read as base64 |
web_fetch | DANGEROUS | Bounded http/https GET/POST/PUT/DELETE/HEAD with text or base64 responses |
audio | DANGEROUS | Microphone WAV recording (up to 600s), local audio playback, stop |
screen_record | DANGEROUS | ffmpeg gdigrab screen recording with start/stop/status (requires ffmpeg on PATH) |
office | DANGEROUS | Excel range read/write/save_as and Word read_text/replace/save_as via COM (requires Office) |
scheduler | DANGEROUS | Windows scheduled task list/create/run; delete requires userConfirmed after a chat confirmation |
Use dom_cdp for web pages, accessibility for semantic native controls, and input_event only as a low-level fallback. shell remains direct executable invocation, not an unrestricted PowerShell or CMD gateway.
Skills and local MCP bridge
These meta-tools discover local agent skills and other MCP servers on the
machine (Cursor mcp.json, Claude Desktop config, plus lnwjud settings). They
do not flatten every child tool into the lnwjud catalog. Default mode enables
all discovered servers except lnwjud itself (recursion guard).
Tool | Permission | What it does |
skills_list | DANGEROUS | Lists discovered skills from Cursor/Claude/Agents/workspace roots |
skills_read | DANGEROUS | Reads a skill |
mcp_list | DANGEROUS | Lists discovered local MCP servers and enabled/connected state |
mcp_describe | DANGEROUS | Connects if needed and returns child tool names/schemas |
mcp_call | DANGEROUS | Forwards a tool call to a child MCP server |
Security note: These tools are available on every transport, including the
Secure MCP Tunnel. Packaged stdio and Secure Tunnel connections intentionally
use the full permission profile, so a remote ChatGPT session can invoke local
desktop/browser MCP servers if lnwjud and the tunnel are running. Desktop MCP
still applies the profile selected in Settings. Disable individual servers
through the lnwjud extensions settings JSON (disabledServers) when needed.
Settings key extensions (SQLite) example:
{
"mode": "enable_all",
"disabledServers": [],
"disabledSkillRoots": [],
"extraSkillRoots": [],
"extraMcpServers": {}
}The exact schemas and defaults are maintained in
packages/mcp-server/src/tools/schemas.ts.
Recommended workflows
Read, change, verify
workspace_info: confirm the workspace ID.
project_snapshot and git_status: establish the starting state.
search_files/search_text/read_file: locate code.
apply_patch: make a coherent edit.
project_test/project_lint/project_typecheck/project_build.
process_status/process_logs for long-running work.
git_diff and git_status for the final review.
Run a development server
Use project_dev for a detected project command. For a manually approved executable, use process_start with separate arguments and a workspace-relative cwd. Save the returned process ID and use process_status, process_logs, and process_stop.
Delegate to Codex
Run codex_status first. If available, use codex_run, poll the returned task ID,
inspect the logs, and review git_diff yourself. In unrestricted mode Codex can
read the full registered workspace, including .env; keep credentials out of
logs, commits, and prompts when they are not needed.
Automate Windows applications
Use health for diagnostics; dom_cdp for managed web pages; accessibility for native controls; vision for screen/OCR fallback; input_event only when the higher-level APIs cannot operate; and window for native window management.
Unrestricted full-access mode
Unrestricted mode lifts the workspace/command limits while keeping the deletion blocks. Enable it either way:
Settings → Unrestricted mode (checkbox; restart the app to apply), or
$env:LNWJUD_UNRESTRICTED = '1'before launching lnwjud (the tunnel script below sets this automatically for the stdio runtime).
When enabled:
Every fixed drive (C:, D:, E:, …) is registered as a machine root, so
PATH_OUTSIDE_WORKSPACEstops appearing andworkspace_registeraccepts any drive.cmd.exe,powershell.exe,pwsh,bash, andshare allowed throughprocess_start(still spawned with separate arguments,shell: false)..cmd/.batshims (npm.cmd, npx.cmd, …) accept arguments containing& | < > ^ %.Secret files (.env, *.key, id_rsa, .ssh/, .aws/, credentials.json) are readable on every drive; binary files read as base64 with no size cap.
Shell working directories may be anywhere and the full environment is passed through to child processes.
Still confirmation-gated in every mode: filesystem del/erase/rm/rmdir/rd/
unlink/remove-item, delete_file, destructive Git (rm, clean, reset, force/discard forms), HTTP DELETE, mutating Office actions, child MCP/agent mutation boundaries, and opaque UI actions that may cause data loss. These operations require explicit chat confirmation followed by userConfirmed: true.
Real-time Live Logs
The desktop app includes a Live Logs screen (sidebar) with three tabs:
Tunnel — tails
%APPDATA%\tunnel-client\lnwjud-tunnel.logcontinuouslyMCP activity — every tool call received by MCP appears immediately
Processes — state and recent output of managed processes
Follow/pause, text filter, clear, and export-to-file are available per tab, and "Pop out viewer" opens a compact separate window. The viewer can also be launched directly:
& "$env:LOCALAPPDATA\Programs\lnwjud\lnwjud.exe" --log-viewerThe app is single-instance: launching with --log-viewer while the dashboard
is already open focuses/opens the viewer in the running instance.
Live Logs v2 preserves partial lines across tunnel-client chunks, correlates MCP activity, and keeps the tunnel/process streams visible while the app is running. It is covered by the desktop log-hub and tunnel lifecycle tests.
Tunnel state sync between the script and the app
The tunnel can be started from the PowerShell script or from the app's Start Tunnel button, and both reflect the same state:
When the script starts the tunnel, the dashboard detects the external tunnel-client process (within ~4 seconds) and shows "Tunnel connected (from script)" with the Start button disabled.
Stop Tunnel in the app also stops a script-started tunnel.
If the tunnel exits, the status returns to stopped automatically.
Run the tunnel with a resilient script
The repository ships scripts/start-lnwjud-tunnel.ps1. Copy it anywhere and
run it instead of a manual tunnel-client run:
powershell -NoProfile -ExecutionPolicy Bypass -File "C:\Users\<WindowsUser>\Downloads\tunnel\start-lnwjud-tunnel.ps1"The script sets --mcp.connection-max-ttl 168h0m0s (prevents the 10-minute
disconnect), writes lnwjud-tunnel.log, aligns LNWJUD_DATA_PATH with the
desktop app so ChatGPT activity shows in the Work Log and Live Logs, enables
unrestricted mode, restarts the tunnel automatically when it drops (including
TTL shutdowns that exit 0), avoids double-starting, and opens the log viewer
window. Rapid failures are bounded with backoff; after five failures in a
30-second window it stops retrying and asks for a manual Start Tunnel. Parameters:
-NoViewer, -OpenDashboard, -ForceRestart, -Once.
Session resilience / แนวทางสำหรับผู้ปฏิบัติการ
Use Capture Incident in Control Center or Live Logs when a turn looks wrong. It writes one bounded, redacted JSON report after you choose a file; tokens, authorization values, passwords, and secret-like values are removed. It is still operational evidence, so review the chosen export before sharing it outside the support case.
The classification is evidence-based, not a remote root-cause guarantee:
local_tool_failed— the latest structured MCP call completed locally with a failure. ตรวจสอบ tool result/Work Log first.tunnel_disconnected— the tunnel reported a lifecycle stop/TTL/stdio stop, or its configured health evidence is unhealthy. ตรวจสอบ doctor and the tunnel log.remote_turn_stopped— a user manually captured after a structured local success while the tunnel was live. This is an inference that the remote turn stopped; it does not prove the remote cause.healthy_or_inconclusive— the collected evidence cannot safely select one of the cases above. Collect the report before restarting layers.
Desktop Start Tunnel and start-lnwjud-tunnel.ps1 share one profile lock. The
losing launcher reports the actual owner PID and does not start or stop another
owner's tunnel-client. A stale lock is reclaimed only when the recorded PID
and process start time no longer match; do not manually delete a lock merely to
force a second tunnel.
For a downloaded update, Later is the safe default. Restart Now queues installation until active MCP calls finish and the runtime remains quiet briefly; a short new call resets that quiet interval. Quitting the app cancels the pending install rather than interrupting work.
Validate the already configured health endpoint without launching another
tunnel. With listen_addr: 127.0.0.1:0, use the runtime address written by the
current client rather than copying a fixed port:
$profile = Join-Path $env:APPDATA 'tunnel-client'
$tc = if ($env:LNWJUD_TUNNEL_CLIENT_PATH) { $env:LNWJUD_TUNNEL_CLIENT_PATH } else { Join-Path $env:USERPROFILE 'Downloads\tunnel\tunnel-client.exe' }
if (-not (Test-Path -LiteralPath $tc -PathType Leaf)) { throw "Missing tunnel-client executable: $tc" }
if (-not (Test-Path -LiteralPath (Join-Path $profile 'lnwjud.yaml') -PathType Leaf)) { throw "Missing configured profile: $(Join-Path $profile 'lnwjud.yaml')" }
Get-Content (Join-Path $profile 'lnwjud.tunnel.lock') -ErrorAction SilentlyContinue
& $tc doctor --profile lnwjud --profile-dir $profile --explain
if ($LASTEXITCODE -ne 0) { throw 'tunnel-client doctor failed' }
$match = Select-String -LiteralPath (Join-Path $profile 'lnwjud-tunnel.log') -Pattern 'health.*(?:listening|listen_addr).*?(127\.0\.0\.1|localhost):(\d{2,5})' | Select-Object -Last 1
if ($null -eq $match) { throw 'No runtime health address was reported by the configured tunnel' }
$address = [regex]::Match($match.Line, '(127\.0\.0\.1|localhost):(\d{2,5})').Value
Invoke-WebRequest -UseBasicParsing "http://$address/healthz"This validates the live configured endpoint and lock/doctor state; it does not
start, replace, or terminate a tunnel. Repository acceptance coverage can be
run with corepack pnpm@10.15.0 test:acceptance.
Security and operational model
Transport
The local HTTP MCP endpoint binds to 127.0.0.1. Stdio is a child-process transport. Secure MCP Tunnel is an outbound HTTPS bridge, not an inbound public listener.
Filesystem
Every client path passes the workspace path guard. It resolves relative paths, rejects NUL bytes/traversal, handles non-existing write targets through their nearest existing ancestor, rejects junction/symlink/reparse-point escapes, and applies the secret policy after canonicalization.
Process execution
The default process API is equivalent to:
spawn(executable, args, { shell: false })Arguments are not concatenated into a shell command. Processes have owned handles, bounded logs, timeout/cancel support, and Windows process-tree termination. Normal execution is as the current user; administrator privilege requests are denied by the capability backend.
Audit and recovery
Audit records contain timestamp, actor/client, tool/action, workspace ID, sanitized argument summary, permission decision, result code, and duration. They do not persist full prompts, environment variables, bearer tokens, API keys, passwords, or unlimited terminal history. Existing-file writes checkpoint before overwrite where supported.
Explicitly unavailable tools
These are intentionally not in the core catalog:
run_shell
git_reset
git_clean
kill_pid
read_arbitrary_pathpowershell and cmd are not standalone tools. They are executable names:
process_start/shell allow them in unrestricted mode (the default) and deny
them otherwise; filesystem deletion-style invocations require confirmation.
Git itself is invoked with the git tool or shell + git.exe, not as
standalone git_reset / git_clean tools.
Troubleshooting
Symptom | Fix |
mcp-command preflight shows C:Users... | Use forward slashes in the YAML command path |
profile_load says the YAML file is missing | Run init with profile lnwjud and verify %APPDATA%/tunnel-client/lnwjud.yaml |
doctor rejects the key | Use a runtime key with Tunnels Read + Use; do not substitute an Admin or unrelated project key |
Tunnel is not listed in ChatGPT | Associate it with the target ChatGPT workspace and verify Tunnels Read + Use |
ChatGPT reports no tools | Check doctor, the local stdio command, tunnel health, connector refresh, and a new chat |
The desktop window opens when the tunnel starts | A GUI-only executable was configured; install/use the stdio launcher |
WORKSPACE_NOT_FOUND | Use the exact registered workspace ID, not a path or display name |
PATH_OUTSIDE_WORKSPACE | Register/select the correct root and use a workspace-relative path |
A secret file is denied | Check that unrestricted mode was not explicitly disabled ( |
process_start refuses PowerShell/CMD | Unrestricted mode is disabled; enable it if you intentionally want cmd/powershell/pwsh access (destructive commands remain gated) |
Child process windows are visible | This is expected for the current visible-window Windows build; use handles/logs to manage them |
codex_status is unavailable | Install Codex or continue with process_* and project_*; lnwjud does not inspect credentials |
Tunnel disconnects with context canceled / context deadline exceeded | MCP connection TTL teardown; start-lnwjud-tunnel.ps1 restarts even on exit 0. After restart, Refresh the connector or send a new ChatGPT message |
ChatGPT advertises old tools | Restart server/tunnel, Refresh the connector, and start a new conversation |
Long tool run looks dead / silent | lnwjud emits progress heartbeats every ~15s after the first 15s; ensure tunnel-client is current and TTL is set via |
For ambiguous failures, call health locally and run tunnel-client doctor --explain before restarting both layers.
Public repository and distribution hygiene
This repository is intended to be safe to clone and redistribute, but a local agent project can easily accumulate machine-specific files if release hygiene is not enforced.
Current repository rules:
.env, private keys, SSH/AWS credential files, local databases, logs, and diagnostic output are ignored by Git.Generated MCP stdio bundles under
apps/desktop/build/are ignored and are regenerated from source during build/package. Do not force-add them.Logo generation uses repository-relative paths (or explicit CLI arguments), not developer-home or editor-upload paths.
README local documentation links are release-tested so public readers are not sent to ignored/private documentation.
A release regression test rejects known developer-specific paths/private project identifiers from tracked text files.
Secret scanning should cover Git history, not only the current working tree. Removing a secret from the latest file does not remove it from old commits or tags.
Before publishing a fork or release:
# Public-tree regression checks
corepack pnpm@10.15.0 exec vitest run tests/release/public-repo-hygiene.test.ts
# Tracked-tree sanity
git diff --check
git status --short
# Optional but strongly recommended when gitleaks is installed
gitleaks git --redact --no-bannerIf a real credential was ever committed, rotate/revoke it first. Then decide
whether the public Git history/tags also need to be rewritten; deleting it from
main alone is not a credential-remediation strategy.
Git commit author metadata is public in a public repository. Contributors who do
not want to publish a personal email address should configure a GitHub-provided
users.noreply.github.com address before committing.
Development and verification
corepack pnpm@10.15.0 lint
corepack pnpm@10.15.0 typecheck
corepack pnpm@10.15.0 test
corepack pnpm@10.15.0 test:integration
corepack pnpm@10.15.0 test:packaging
corepack pnpm@10.15.0 build
corepack pnpm@10.15.0 package:windows
powershell -NoProfile -ExecutionPolicy Bypass -File .\scripts\verify-release.ps1Electron end-to-end tests:
corepack pnpm@10.15.0 test:e2eUse git diff --check before committing.
Repository layout
apps/desktop/ Electron main/preload/renderer and dashboard
apps/cli/ CLI parser and local service entrypoints
packages/application/ Shared use cases and orchestration
packages/domain/ Result/error contracts and policy types
packages/workspace/ Workspace registry, path guard, and secret policy
packages/filesystem/ File adapters
packages/search/ Ripgrep adapter
packages/project/ Project detection and command profiles
packages/git/ Read-only Git adapter
packages/process/ Process lifecycle and bounded logs
packages/codex/ Local Codex discovery and task adapter
packages/permissions/ Permission profiles and command policy
packages/audit/ Sanitized audit events
packages/storage/ SQLite repositories and migrations
packages/mcp-server/ MCP registry plus stdio/HTTP transports
packages/capabilities/ Local shell/browser/UI/vision/window capabilities
packages/extensions/ Local skills catalog and MCP server bridge
packages/ipc-contracts/Typed Electron IPC contracts
assets/logo/ Official brand logos and icons in multiple resolutionsAll entrypoints are intended to call the same application services so that validation and permissions remain consistent.
Further reading
Official OpenAI documentation
License
This project is licensed under the MIT License.
This server cannot be installed
Maintenance
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