Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Zsh for Claude Code. PTY mode lets Claude type passwords. NEVERHANG + A.L.A.N.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
ALAN_DB_PATH你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"zsh-tool": {
"command": "uvx",
"args": [
"zsh-tool-mcp"
],
"env": {
"ALAN_DB_PATH": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add zsh-tool --env ALAN_DB_PATH=your-value -- uvx zsh-tool-mcp运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"zsh-tool": {
"command": "uvx",
"args": [
"zsh-tool-mcp"
],
"env": {
"ALAN_DB_PATH": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"zsh-tool": {
"type": "stdio",
"command": "uvx",
"args": [
"zsh-tool-mcp"
],
"env": {
"ALAN_DB_PATH": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
ALAN_DB_PATH env这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过 GitHub 账户 ArkTechNWA 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.2.1)于10个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Python (uv)。
同一分类中有:Spec Driven Development, Remote Desktop Commander, OpenTakeoff
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Construction takeoff for AI agents: load plans, set scale, measure, count, export with provenance.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
Zsh execution tool for Claude Code with full Bash parity, yield-based oversight, PTY mode, NEVERHANG circuit breaker, and A.L.A.N. short-term learning.
Status: Beta (v0.7.2)
Author: Claude + Meldrey
License: MIT
Organization: ArkTechNWA
*Built with obsessive attention to reliability.*
The #1 reason: If you use zsh, Claude Code's Bash tool causes quotation mismatches and shell confusion. Every debug loop costs tokens. zsh-tool eliminates this instantly and permanently.
The token math: One avoided debug spiral = 30+ seconds saved, hundreds of tokens preserved.
zsh-tool is intelligent shell execution:
| Problem | zsh-tool Solution |
|---|---|
| Bash/zsh quotation confusion | Native zsh — no shell mismatch, no debug loops |
| Commands hang forever | Yield-based execution — always get control back |
| No visibility into running commands | zsh_poll — incremental output collection |
| Can't interact with prompts | PTY mode + zsh_send — full interactive support |
| Can't type passwords | PTY mode — let Claude Code type its own passwords |
| Timeouts cascade | NEVERHANG circuit breaker — fail fast, auto-recover |
| No memory between calls | A.L.A.N. 2.0 — retry detection, streak tracking, proactive insights |
| Polling wastes tokens | Intelligent polling — 2s listen window, adaptive suggestions, duration estimates |
| Blind kills, no learning | Kill-aware A.L.A.N. — classifies impatience vs genuine hangs |
| Retrying with wrong flags | manopt — auto-surfaces command options on repeated failures |
| No task management | zsh_tasks, zsh_kill — full control |
This is the difference between "run commands" and "intelligent shell integration."
Commands return after yield_after seconds with partial output if still running:
zsh_pollzsh_sendzsh_kill and zsh_tasksFull pseudo-terminal emulation for interactive programs:
# Enable with pty: true
zsh(command="pass insert mypass", pty=true)
- Proper handling of interactive prompts
Prevents hanging commands from blocking sessions:
CLOSED (normal) → OPEN (blocking) → HALF_OPEN (testing)Intelligent short-term learning — *"Maybe you're fuckin' up, maybe you're doing it right."*
git push origin feature-1 → git push origin *cat foo | grep -badopts | sort fails, A.L.A.N. knows *which* segment failedzsh_poll returns only new output since the last poll, prefixed with global line numbers. No more dumping 800 lines every poll call.
801: Installing package foo...
802: Compiling module bar... 803: Done.
| Field | What it tells you |
|---|---|
from_line / to_line | Line range in this delta (e.g., 801-803) |
new_bytes | Byte count of new output since last poll |
full_output (param) | Pass true to get entire buffer with line numbers |
First poll returns all output from line 1. Subsequent polls continue where the last left off. Completed tasks return the final delta, then empty on re-poll.
zsh_poll performs a 2-second listen window before returning. If output arrives within 2s, it comes back immediately. If not, poll metadata tells the agent what's happening:
| Field | What it tells you |
|---|---|
polls_since_output | How many empty polls in a row |
elapsed_since_last_output_s | Idle time since last output |
alan_estimate | A.L.A.N.'s duration prediction based on command history |
suggestion | Adaptive advice: space out polls, check soon, or consider killing |
Suggestions are advisory only — the agent always decides. A 2-minute pip install no longer generates 40 empty round-trips.
When the agent kills a command, A.L.A.N. records it as a KILLED outcome and classifies *why*:
| Category | Meaning | Example |
|---|---|---|
EARLY_KILL | Killed well before median completion | *"Killed at 30s. Median is 120s. Needs more time."* |
LATE_KILL | Ran way past expected duration | *"Killed after 180s. Median is 45s. Something is wrong."* |
PATTERN_PROBLEM | Template gets killed >50% of the time | *"This pattern may need a different approach entirely."* |
Kill classification compares kill_elapsed / median_duration to distinguish impatience from genuine hangs.
When a command fails repeatedly, A.L.A.N. surfaces its available options:
manopt lookup in background (2s timeout)Parsed from local man pages. Cached in SQLite. On by default (ALAN_MANOPT_ENABLED=1).
A.L.A.N. treats SSH commands specially, recording two separate observations:
| Observation | What it tracks | Example insight |
|---|---|---|
| Host connectivity | Can we connect to this host? | *"Host 'vps' has 67% connection failure rate"* |
| Remote command | Does this command work across hosts? | *"Remote command 'git pull' reliable across 3 hosts"* |
Exit code classification:
0 — Success (connected AND command succeeded)255 — Connection failed (SSH couldn't connect)1-254 — Command failed (connected but remote command failed)This means when ssh host3 'git pull' fails with exit 255, A.L.A.N. knows the *host* was unreachable—not that git pull is broken.
| Tool | Purpose |
|---|---|
zsh | Execute command with yield-based oversight |
zsh_poll | Get new output (delta) from running task with line numbers |
zsh_send | Send input to task's stdin |
zsh_kill | Kill a running task |
zsh_tasks | List all active tasks |
zsh_health | Overall health status |
zsh_alan_stats | A.L.A.N. database statistics |
zsh_alan_query | Query pattern insights for a command |
zsh_neverhang_status | Circuit breaker state |
zsh_neverhang_reset | Reset circuit to CLOSED |
Add the ArkTechNWA marketplace to Claude Code:
ArkTechNWA/claude-plugins
Then install: /plugin install arktechnwa/zsh-tool
That's it. The plugin auto-installs dependencies on first run.
git clone https://github.com/ArkTechNWA/zsh-tool.git ~/.claude/plugins/zsh-tool
Enable in ~/.claude/settings.json:
{
"enabledPlugins": { "zsh-tool": true } }
The bundled scripts/run-mcp.sh builds the Rust binary on first run and launches the MCP server.
For local development/testing, the wrapper script automatically detects when CLAUDE_PLUGIN_ROOT isn't expanded and uses the calculated plugin root directory instead. No configuration changes needed.
Alternatively, create a .mcp.local.json with absolute paths:
{
"mcpServers": { "zsh-tool": { "type": "stdio", "command": "/path/to/zsh-tool/scripts/run-mcp.sh", "env": { "NEVERHANG_TIMEOUT_DEFAULT": "120", "NEVERHANG_TIMEOUT_MAX": "600" } } } }
The ALAN_DB_PATH will be automatically set to {plugin_root}/data/alan.db if not explicitly provided.
Requirements: Rust toolchain (cargo) and zsh must be installed.
zsh-tool/
├── .claude-plugin/ │ ├── plugin.json │ └── CLAUDE.md ├── .mcp.json ├── zsh-tool-rs/ │ ├── Cargo.toml │ └── src/ │ ├── main.rs # CLI entry point │ ├── lib.rs # Module exports │ ├── executor.rs # Pipe/PTY command execution │ ├── config.rs # User config (~/.config/zsh-tool/) │ ├── circuit.rs # NEVERHANG circuit breaker │ ├── meta.rs # Task metadata (exit code, pipestatus) │ ├── alan/ # A.L.A.N. 2.0 learning engine │ │ ├── mod.rs # Recording + insights │ │ ├── hash.rs # Fuzzy command hashing │ │ ├── insights.rs # Proactive feedback │ │ ├── manopt.rs # Man-page option parsing │ │ ├── ssh.rs # SSH host/command tracking │ │ ├── streak.rs # Success/failure streaks │ │ ├── pipeline.rs # Pipeline segment tracking │ │ ├── prune.rs # Temporal decay + pruning │ │ └── stats.rs # Database statistics │ └── serve/ # MCP JSON-RPC server │ ├── mod.rs # Request dispatch + tool handlers │ ├── format.rs # Rich output formatting │ ├── protocol.rs # JSON-RPC framing │ └── tools.rs # Tool schema definitions ├── scripts/ │ └── run-mcp.sh # Build + launch wrapper ├── data/ │ └── alan.db # A.L.A.N. SQLite database └── README.md
Environment variables (set in .mcp.json):
ALAN_DB_PATH — A.L.A.N. database locationNEVERHANG_TIMEOUT_DEFAULT — Default timeout (120s)NEVERHANG_TIMEOUT_MAX — Maximum timeout (600s)ALAN_MANOPT_ENABLED — Enable man-page option hints on failure (default: 1)ALAN_MANOPT_TIMEOUT — Max seconds to wait for manopt parsing (default: 2.0)ALAN_MANOPT_FAIL_TRIGGER — Fail count to trigger async lookup (default: 2)ALAN_MANOPT_FAIL_PRESENT — Fail count to present cached options (default: 3)To use zsh as the only shell, add to ~/.claude/settings.json:
{
"permissions": { "deny": ["Bash"] } }
User-Visible Output — *Tell the model to show its work*
Stale Binary Fix — *Actually deliver the new format*
run-mcp.sh now runs cargo clean -p before rebuild when source changes, preventing Cargo's incremental build from serving a stale binaryCargo.toml (version bumps were invisible to the old find -newer check)**Rich
只显示了开头部分;其余内容请在仓库中阅读