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)
Set up human approval for your AI agents' tool calls.
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 …”。
适用于网页版、桌面版和手机版 Claude:
https://app.withhuman.ai/api/mcp/v1在终端中运行这条命令
claude mcp add --transport http withhuman https://app.withhuman.ai/api/mcp/v1粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"withhuman": {
"url": "https://app.withhuman.ai/api/mcp/v1"
}
}
}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": {
"withhuman": {
"type": "http",
"url": "https://app.withhuman.ai/api/mcp/v1"
}
}
}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。
ChatGPT 只能连接互联网上的服务器:
https://app.withhuman.ai/api/mcp/v1菜单名称可能因套餐和版本不同而略有差异。
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。
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
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
注册名称已通过域名 withhuman.ai 验证(注册中心会核实域名所有权)
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
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
尚未检查;我们会在检查端点时读取工具列表
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。
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(1.0.0)于23天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Symantec Cloud DLP AIops
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.
Governed Symantec Cloud DLP — 14 MCP tools, read-only with audit.
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。
Approval layer for AI Agents
Put your most consequential agent actions behind human approvals, so your agents can do real work.
Website · Docs · Quickstart · Protocol · Discord · Contributing
We want agents to do more than read data and suggest what to do next. They should be able to roll back a deployment, issue a refund, or merge code. Those actions have consequences, and teams need a way to bring a person in before they happen.
withHuman is the approval layer for that moment. It checks an agent's tool call before it runs against rules you define in one place. Routine calls can be approved automatically, disallowed calls can be denied, and consequential ones can wait for the right person to decide. Every agent you connect follows those rules.
An adapter (a runtime hook or an SDK wrapper) sends each tool call to withHuman before it runs, over the open Agent Approval Protocol.
sequenceDiagram
participant Agent as Your agent participant WH as withHuman participant You as You Agent->>WH: Wants to call issue_refund(amount: 75) WH->>WH: Checks your approval pipeline WH->>You: Asks for approval by email, Slack or Discord You->>WH: Approve WH->>Agent: Go ahead Agent->>Agent: Runs issue_refund
See How withHuman works for how the pieces fit together.
You need Docker.
docker run -d --name withhuman -p 8080:8080 -v withhuman-data:/data quay.io/withhuman/bundle:latest
docker exec withhuman cat /data/bootstrap-secret
Open http://localhost:8080, choose First setup and enter the secret. The welcome page connects your first agent and ends with a test call for you to approve. The quickstart guide covers each step.
To run from source instead, install Go (the version in go.mod) and Node 25, then run make frontend && go run ./cmd/withhuman. The secret is in ~/.withhuman/bootstrap-secret.
withhuman CLI: curl -fsSL https://downloads.withhuman.ai/install.sh | sh
withhuman agent install --url https://approvals.example.com
Teach your coding agent to connect runtimes and write approval pipelines:
npx skills add https://withhuman.ai
The skills live in skills/.
Settings are environment variables, listed in .env.example. Before you go beyond your own machine:
WITHHUMAN_PUBLIC_ORIGIN to that origin.WITHHUMAN_TRUSTED_PROXIES to your proxy's addresses only.WITHHUMAN_SECRETS_KEY and keep it safe.OTEL_EXPORTER_OTLP_ENDPOINT to collect its OpenTelemetry metrics.Don't want to run it yourself? withhuman.ai hosts it and adds the audit log, the AI judge, the MCP gateway, phone notifications and single sign-on.
Once a day withHuman sends a random installation ID, its version, the platform and whether it runs as a binary, a container or on Kubernetes. The answer tells administrators about new releases and security fixes on the Version settings page. Nothing about your organizations, people, agents or requests is sent. Set WITHHUMAN_TELEMETRY=off (or DO_NOT_TRACK=1) to turn it off. See Updates and telemetry.
withHuman is licensed under the Apache License 2.0.
withHuman and the withHuman logo are trademarks of Metoro, Inc. The license does not cover them. See TRADEMARKS.md.