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)
Agent orchestration platform - multi-agent spawning, tickets, boards, and workflows
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。
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": {
"proletariat-cli": {
"command": "npx",
"args": [
"-y",
"@proletariat/cli"
]
}
}
}在终端中运行这条命令
claude mcp add proletariat-cli -- npx -y @proletariat/cli粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"proletariat-cli": {
"command": "npx",
"args": [
"-y",
"@proletariat/cli"
]
}
}
}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": {
"proletariat-cli": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@proletariat/cli"
]
}
}
}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。
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6日
注册名称已通过 GitHub 账户 chrismcdermut 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(0.3.134)于6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 Node.js。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Reelsaw
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.
Drive a self-hosted Reelsaw: turn long videos into vertical clips, edit, re-render and export them.
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。
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Agent orchestration platform for AI labor. Spin up workers for all work, on demand.
Themed agents, including billionaires - Finally, they work for us.
⚠️ Beta Software — Under active development. Commands and APIs may change between versions, and bugs are actively being squashed.
Let's get you shipping Book a call - I'm happy to help you get prlt running or chat feedback, ideas, multi-agent workflows, and the future of work/labor (and economic labor theory..)
prlt is an agent orchestration platform for AI labor. Spin up workers on demand, coordinate multi-agent development from one CLI. Isolated workspaces, secure containers, persistent state.
brew install chrismcdermut/proletariat/prlt # macOS (Homebrew)
npm install -g @proletariat/cli # any platform (npm)
prlt new prlt ticket create --title "Add OAuth" --category feature prlt work spawn # Interactive: select tickets, environment, action
Agent spawns in its own branch, writes code, opens PR. You review and merge.
Why prlt?
--json mode lets AI agents drive the CLI programmatically.brew install chrismcdermut/proletariat/prlt # Install (Homebrew, recommended)
npm install -g @proletariat/cli # Install (npm, all platforms)
prlt new # Create HQ, add repos, choose theme prlt ticket create --title "Add OAuth" --category feature prlt work spawn # Interactive: select tickets, environment, action
Workflow Diagram (click to expand)
sequenceDiagram
participant You participant prlt participant Agent participant GitHub
You->>prlt: prlt ticket create You->>prlt: prlt work spawn prlt->>prlt: Create branch prlt->>prlt: Create workspace prlt->>Agent: Spawn agent Agent->>Agent: Read ticket Agent->>Agent: Write code Agent->>GitHub: Commit Agent->>GitHub: Open PR Agent->>prlt: Update status prlt->>You: PR ready You->>GitHub: Review & approve
Spawn agents to implement, groom, or review—not just write code.
prlt work guides you through project and ticket selection:
Choose your operation—start a single agent, batch spawn, or watch a column:
Select tickets to spawn, grouped by priority:
| Problem | Solution |
|---|---|
| Agents conflict with each other's changes | Isolated - Each agent gets its own git branch and worktree |
| Agents run unsandboxed on your machine | Secure - Docker containers, sandboxed from your host (looking into host sandbox options) |
| You lose track of who's doing what | Trackable - All state in one SQLite database, one CLI |
| Sessions die when you close a window | Durable - Tmux sessions persist, detach/reattach anytime |
| Context scattered across chat windows | Structured - Tickets with requirements, acceptance criteria |
| Starting agents is heavyweight | Ephemeral - Spawn on demand, they work, they PR, they're done |
| Context lost between agent runs | Persistent - Tickets accumulate context, hand off between agents |
brew install chrismcdermut/proletariat/prlt
Works on both Apple Silicon (arm64) and Intel (x86_64) Macs. No compiler needed.
Upgrade:
brew update
brew upgrade prlt
npm install -g @proletariat/cli
pnpm install -g @proletariat/cli
pnpm 10+ note: pnpm 10 blocks native addon build scripts by default. If
prltfails with a native module error after install, runpnpm approve-buildsin the global store and reinstall, or usenpm/brewinstead.
Verify:
prlt --version
prlt includes a built-in MCP server with 100+ tools. Add it to your AI client:
Claude Code (~/.claude.json):
{
"mcpServers": { "prlt": { "command": "prlt", "args": ["mcp-server"] } } }
Cursor / Other clients (via npx):
{
"mcpServers": { "prlt": { "command": "npx", "args": ["-y", "@proletariat/cli", "mcp-server"] } } }
Listed on: MCP Registry | npm
Workspace (HQ)
├── Projects │ ├── Epics → Tickets │ └── (references a Workflow) ├── Workflows → Phases → Statuses (can be shared across projects) ├── Specs (can span projects) ├── Actions (reusable templates) ├── Agents │ ├── Staff (persistent, named) │ └── Temp (ephemeral, per-ticket) └── Executions (running sessions) ├── Docker │ ├── Tmux session │ ├── Terminal or Background display │ └── Safe or YOLO permissions └── Host ├── Tmux session ├── Terminal or Background display └── Safe or YOLO permissions
| Entity | Description |
|---|---|
| Project | Groups tickets and epics, references a workflow |
| Epic | Work container with lifecycle (draft → active → complete) |
| Ticket | Individual work item with requirements and acceptance criteria |
| Spec | Static documentation (can span projects, linked to epics) |
| Workflow | Status flow configuration (can be shared across projects) |
| Phase | Stage in a workflow |
| Status | Ticket state within a phase |
| Action | Reusable prompt/action templates |
| Agent (Staff) | Persistent named agent with dedicated workspace |
| Agent (Temp) | Ephemeral agent spawned for a single ticket |
| Execution | Running agent session on a ticket |
| Display | Terminal (new tab) or Background (detached) |
A workflow defines how tickets move through your process. Projects reference a workflow, and multiple projects can share the same one.
Kanban Workflow
├── Backlog # New tickets land here ├── In Progress # Agent working (prlt work spawn) ├── Review # PR ready (prlt work ready) └── Done # Merged (prlt work complete)
Scrum Workflow ├── Backlog ├── Sprint │ ├── To Do │ ├── In Progress │ └── In Review └── Done
Tickets flow through statuses as work progresses. Agents automatically move tickets when they start work, open PRs, or complete tasks.
Each agent gets a copy of all repos (repo scoping coming soon). Work happens on isolated branches.
my-project/
├── .proletariat/ │ └── workspace.db # Tickets, executions, state ├── repos/ │ ├── frontend/ # Your repos │ ├── backend/ │ └── infra/ └── agents/ ├── staff/ │ └── alice/ # Named agent with persistent workspace │ ├── frontend/ │ ├── backend/ │ └── infra/ └── temp/ ├── agent-abc123/ # Ephemeral: Working on TKT-042 (OAuth) │ ├── frontend/ # All repos on branch: feat/TKT-042-oauth │ ├── backend/ │ └── infra/ └── agent-def456/ # Ephemeral: Working on TKT-043 (API) ├── frontend/ # All repos on branch: feat/TKT-043-api ├── backend/ └── infra/
Themes control how agents are named. Staff agents use theme names directly (e.g., bezos, camry). Ephemeral agents add an adjective prefix (e.g., bold-bezos, keen-camry). Currently ephemeral names also include a number suffix (bold-bezos-1), but this will be removed soon.
Built-in Themes:
| Theme | Description | Example Names |
|---|---|---|
billionaires | Tech founders & executives (default) | musk, gates, bezos |
toyotas | Toyota vehicle models | camry, supra, tacoma |
companies | Major tech companies | stripe, vercel, linear |
_billionaires_ — Finally, they work for us.
Theme Commands:
prlt agent themes list # List available themes
prlt agent themes set billionaires # Set active theme prlt agent themes create mytheme # Create custom theme prlt agent themes add-names mytheme # Add names to custom theme
Themes are selected during prlt new.
Run without flags—get guided prompts:
$ prlt ticket create
? Title: Add password reset ? Description: Email-based password reset flow ? Priority: P1 ? Category: feature
✓ Created TKT-043
View ticket details with prlt ticket:
Add --json for machine-readable output:
$ prlt work start --json
{
"prompt": { "type": "list", "message": "Select ticket to work on:", "choices"
只显示了开头部分;其余内容请在仓库中阅读