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)
One universal Voyager: name a goal; it activates senses (repo, net) and runs a live mission.
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": {
"voyager-agent": {
"command": "npx",
"args": [
"-y",
"@dir-ai/voyager-agent",
"mcp"
]
}
}
}在终端中运行这条命令
claude mcp add voyager-agent -- npx -y @dir-ai/voyager-agent mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"voyager-agent": {
"command": "npx",
"args": [
"-y",
"@dir-ai/voyager-agent",
"mcp"
]
}
}
}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": {
"voyager-agent": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@dir-ai/voyager-agent",
"mcp"
]
}
}
}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7日
注册名称已通过 GitHub 账户 dir-ai 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(0.22.0)于4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, First Sale Scout
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.
Playbooks and a 14-day checklist for founders winning their first paying customers.
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。
The one universal Voyager. A thin, model-independent orchestrator that turns the modular Voyager senses — voyager-repo (code), voyager-net (hosts), and the cognitive contract that binds them — into a single agent. You name a goal; Voyager activates the senses it needs, runs a live mission, links the evidence into one graph, and concludes.
It is composition, not a monolith. The agent never absorbs the senses — it calls the published organs and adapts what they see into the shared CognitiveClaim substrate. The reasoning model is a swappable seam (Brain); a rule-based brain ships so it runs with no LLM at all.
Sensing is autonomous. Acting is not. Every sense here is read-only. Any
remediation a mission surfaces is carried as a *consent-gated, withheld*
action and is never applied by this orchestrator.
npm i -g @dir-ai/voyager-agent
# Orient in a repo and flag risk (voyager-repo)
voyager-agent mission "audit this project" --repo .
voyager-agent mission "check my server's exposure" --host example.com --authorized
voyager-agent mission "check my landing page" --url https://example.com
voyager-agent mission "full audit" --repo . --host example.com --authorized --url https://example.com --check-deps 10 --json
Senses fan out in parallel and are resilient: a sense that errors (or even throws) becomes a low-confidence, flagged observation — it never crashes the mission or discards a sibling sense's good result.
The mission then re-plans: it picks the single most informative next probe (by information gain) and executes it, bounded by maxRounds. How a probe is executed is an injectable dispatch seam (the model decides); the safe default only ever *re-reads* (deepens repo dependency-vetting) and never acts. A verify claim closes the mission so state().satisfied is meaningful.
Voyager — one agent, one entry.
goal: "orient in this repo and flag risk"
👁 observe [repo] (70% · moderate) @dir-ai/voyager-agent@0.1.0 — The one universal Voyager… ↳ [low] no-lockfile: no lockfile — installed versions are not pinned/reproducible 🧠 infer [memory] (70% · moderate) repo observed; 0 high/critical signal(s). No high-severity issue surfaced.
next probe: [repo] open src/index.ts
One tool, run_mission — describe a goal, get back the full claim graph.
voyager-agent mcp # stdio
{
"command": "voyager-agent", "args": ["mcp"] }
import { runMission, DeterministicBrain, type Brain } from '@dir-ai/voyager-agent'
const { mission } = await runMission( 'audit this repo and my host', { repoPath: '.', host: 'example.com', authorized: true /* your own host */ }, Date.now(), )
for (const claim of mission.allClaims()) console.log(claim.operation, claim.sense, claim.verdict) console.log(mission.state().bestNextProbe) // the most informative next step console.log(mission.state().contradictions) // where two senses disagree
The Brain interface is the whole point — it's where an LLM plugs in without touching the senses, the memory, or the mission machinery. A ready-made LlmBrain ships: give it one model-agnostic complete() function and it plans and synthesizes through the model. Wire Claude, a local server, or any OpenAI-compatible endpoint — Voyager never depends on a specific SDK.
import { runMission, LlmBrain } from '@dir-ai/voyager-agent'
const brain = new LlmBrain({ // Return the model's text for these messages — that's the whole dependency. async complete(messages) { const res = await myModel.chat(messages) // Claude, local, OpenAI-compatible… return res.text }, })
await runMission('audit this repo and my host', { repoPath: '.', brain }, Date.now())
LlmBrain is fail-safe: if the model errors or returns unparseable output, it degrades to the built-in rule-based brain for that step — a bad completion can never take a mission down, only make it less clever once. You can also implement the Brain interface directly for full control.
intent ─▶ Brain.decompose ─▶ goals
│ ┌─────────────┼───────────────┐ ▼ ▼ ▼ voyager-repo voyager-net (more senses…) scout() scan() │ │ ▼ ▼ adapters: brief ─▶ CognitiveClaim │ │ └──────▶ MissionGraph ◀───────┘ (contradictions, causal chain, best-next-probe, memory) │ ▼ Brain.synthesize ─▶ conclusion
Each sense produces a CognitiveClaim; the MissionGraph links them — auto-detecting cross-sense contradictions, assembling the causal chain, and surfacing the single most informative next probe by information gain. A sense *error* becomes a low-confidence observe claim flagged with the unknown — never a false "all clear".
| Package | Sense | What it does |
|---|---|---|
@dir-ai/voyager | web | verified-internet retrieval, OSV-gated |
@dir-ai/voyager-repo | code | orient in a repository, vet dependencies |
@dir-ai/voyager-net | hosts | authorized, read-only host audit |
@dir-ai/voyager-contract | — | the cognitive contract the senses speak |
| `@dir-ai/voyager-agent` | all | the one agent that composes them |
--authorized / authorized: true; single host only (no ranges/URLs), cloud-metadata blocked.unknown on the claim — this orchestrator never applies it.strength are explicit; a sense error is a flagged unknown, not a clean verdict.MIT © dir-ai