Fullrun

io.github.tuckerschreiber由 GitHub 账号 tuckerschreiber 发布v0.1.1更新于 Nov 3, 2026

Google Ads management for AI agents — diagnose, optimize, and manage campaigns.

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概览

AI 生成的概览

通过 Fullrun API 让助手诊断并优化 Google Ads 账户:健康检查、广告系列与关键词查看,以及 AI 驱动的自动修复。

可以做什么
  • 运行按优先级排序的账户健康检查(严重到低),并可再次运行以确认修复效果
  • 列出广告系列的状态、预算与指标,并列出带效果数据的关键词
  • 读取账户效果指标,如点击、转化和 CPA,可指定回溯天数
  • 触发完整的 AI 优化运行,调整出价、补充广告附加信息、暂停浪费的关键词并创建新广告系列
  • 在终端输出彩色文本,被管道传给其他程序时输出结构化 JSON
适用场景
适合希望让助手持续监控和改进 Google Ads 账户的场景:找出表现不佳的广告系列或关键词、查看花费与转化指标,并在对话中直接执行自动优化。
运行要求
以本地进程方式运行(npx 或全局 npm 安装),需要 Node.js。需要 Fullrun 账户并已连接 Google Ads 账户,以及通过环境变量 FULLRUN_API_KEY 提供的 Fullrun API 密钥。需要访问 Fullrun API 的网络连接。
安装前请注意
优化运行会改动线上广告账户:调整出价、暂停关键词并创建广告系列,可能改变花费和账户结构。Google Ads 访问全部交由 Fullrun 服务处理,该服务持有 Google Ads 连接;API 密钥即该服务的凭证。出价上限、预算等保护措施由服务端执行,而非客户端。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Fullrun,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。

其他 MCP 客户端

参照 仓库 中的启动说明。

README

[Fullrun]

Google Ads management CLI for AI agents.
Works with OpenClaw, Claude, and any agent that can run shell commands.


Fullrun is an AI agent that manages Google Ads for you. It monitors your campaigns around the clock, diagnoses problems, adjusts bids, adds missing ad extensions, pauses wasteful keywords, and creates new campaigns — all autonomously.

This CLI brings that same engine to your terminal. Instead of using the Fullrun dashboard, you (or your AI agent) can manage Google Ads with simple commands. Every command auto-detects your environment — colored output in a terminal, structured JSON when piped to another program.

bash
npm install -g fullrunfullrun login frun_YOUR_API_KEYfullrun triage

What an agent can do

  1. Diagnose — Run fullrun triage to get a prioritized health report (CRITICAL → HIGH → MEDIUM → LOW)
  2. Inspect — List campaigns, keywords, and performance metrics
  3. Optimize — Trigger fullrun run to let the AI agent fix the highest-priority issues
  4. Repeat — Triage again to confirm the fixes worked

All the hard stuff — Google Ads API calls, bid calculations, budget guardrails, PPC best practices — happens server-side. The CLI is a thin client. No credentials stored on your machine.

Commands

CommandDescription
fullrun login <key>Authenticate with your API key
fullrun triageAccount health report with prioritized issues
fullrun campaigns:listList campaigns with status, budget, and metrics
fullrun performanceAccount metrics — clicks, conversions, CPA
fullrun keywords:listKeywords with performance data
fullrun runTrigger a full AI-powered optimization run

Options

  • --format json — Force JSON output (default when piped)
  • --format human — Force colored terminal output (default in TTY)
  • --days <n> — Look-back period for performance data (default 7, max 90)
  • --campaign <id> — Filter keywords by campaign

Agent integration

OpenClaw

Install the CLI globally and OpenClaw auto-discovers it via the bundled SKILL.md:

bash
npm install -g fullrun

Then tell your agent: "Check my Google Ads and fix anything that's underperforming."

Claude Code

The SKILL.md works as a Claude Code skill. The agent reads it and knows how to use every command.

MCP (Claude Desktop / Cursor)

json
{  "mcpServers": {    "fullrun": {      "command": "npx",      "args": ["@fullrun/mcp"],      "env": {        "FULLRUN_API_KEY": "frun_..."      }    }  }}

Any agent

Any agent that can execute shell commands can use Fullrun. Output is auto-detected — JSON when piped, human-readable in a terminal.

Getting an API key

  1. Sign up at fullrun.app
  2. Connect your Google Ads account
  3. Go to Settings > API Keys
  4. Create a key and copy it

How it works

CLI / MCP / Agent      │      ▼  Fullrun API (api key auth)      │      ▼  Triage engine → Google Ads API  Guardrails, bid caps, PPC rules

The CLI never touches Google Ads directly. It calls the Fullrun API, which runs the same triage and optimization engine that powers the web dashboard. All guardrails (mutation limits, bid caps, budget safety) are enforced server-side.

Development

bash
git clone https://github.com/tuckerschreiber/fullrun-clicd fullrun-clinpm installnpx tsx src/bin/fullrun.ts --help

License

MIT

来源:README.md,提交 8fcd916

工具

0
SourceWeft 尚未在沙箱中启动过该软件包,因此其工具未知。

版本历史

1
  1. v0.1.1最新Sep 16, 2026

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