Spree Commerce developer docs for AI agents
Spree Commerce docs for AI coding agents: build headless B2B and marketplace ecommerce on its APIs.
作者提供的说明(英文原文)
Automate Google Ad Manager: campaigns, line items, creatives, inventory, reporting — 51 tools.
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。
通过 4/4 项检查 · 你的提问会经过开发者的服务器(orbiads.com)
第一步:你用哪个 AI?
选择你用的应用,步骤会显示在下方。
可连接 Claude · 约 2 分钟
不需要密钥,不用安装程序 · 在 claude.ai 或桌面应用设置一次,即可在聊天中使用 · 免费账户可添加 1 个
CustomizeConnectors
把这里的内容复制到 Claude 中同名的输入框,然后点击 Continue
OrbiAds — Google Ad Managerhttps://orbiads.com/mcpAuthentication 保持 Claude 检测到的设置,然后点击 Add
+ConnectorsOrbiAds — Google Ad Manager
用 OrbiAds — Google Ad Manager 告诉我你能帮我做什么,然后做一件给我看✓ 如果 Claude 说正在使用 OrbiAds — Google Ad Manager,或回答中出现 OrbiAds — Google Ad Manager 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 Anthropic 帮助页面核实 · 你的界面可能因版本略有不同
仅企业版 ChatGPT 可连接
适用于网页版 ChatGPT Business、Enterprise 或 Edu,需由工作区管理员或所有者添加 · 使用 Free、Plus 或 Pro:你的 ChatGPT 方案暂时无法自行连接 MCP
Plugins+Add custom MCP server
输入名称,在 Connection 下粘贴地址,勾选风险提示,然后点击 Create as a plugin
OrbiAds — Google Ad Managerhttps://orbiads.com/mcp开启新聊天,输入前先从插件列表中选择 OrbiAds — Google Ad Manager
用 OrbiAds — Google Ad Manager 告诉我你能帮我做什么,然后做一件给我看✓ 如果 ChatGPT 说正在使用 OrbiAds — Google Ad Manager,或回答中出现 OrbiAds — Google Ad Manager 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 OpenAI 帮助页面核实 · 你的界面可能因版本略有不同
可连接 Claude Code · 约 2 分钟
不需要密钥,不用安装程序
Mac:按 Command+空格,输入 Terminal · Windows:打开 PowerShell
claude mcp add --transport http gam https://orbiads.com/mcp应能看到 OrbiAds — Google Ad Manager 在列表中并显示已连接
用 OrbiAds — Google Ad Manager 告诉我你能帮我做什么,然后做一件给我看✓ 如果 Claude Code 说正在使用 OrbiAds — Google Ad Manager,或回答中出现 OrbiAds — Google Ad Manager 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 Anthropic 帮助页面核实 · 你的界面可能因版本略有不同
可连接 Cursor · 约 2 分钟
不需要密钥,不用安装程序
用 OrbiAds — Google Ad Manager 告诉我你能帮我做什么,然后做一件给我看✓ 如果 Cursor 说正在使用 OrbiAds — Google Ad Manager,或回答中出现 OrbiAds — Google Ad Manager 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 Cursor 帮助页面核实 · 你的界面可能因版本略有不同
可连接 VS Code · 约 2 分钟
不需要密钥,不用安装程序
用 OrbiAds — Google Ad Manager 告诉我你能帮我做什么,然后做一件给我看✓ 如果 VS Code 说正在使用 OrbiAds — Google Ad Manager,或回答中出现 OrbiAds — Google Ad Manager 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 VS Code 帮助页面核实 · 你的界面可能因版本略有不同
其他支持 MCP 的应用(如 Windsurf、Zed、Gemini CLI)添加方式各不相同,请在应用列表中查看
通过网页连接的应用使用的地址
https://orbiads.com/mcpJSON 设置在下方“开发者专用”中
Claude Code
claude mcp add --transport http gam https://orbiads.com/mcpCursor (~/.cursor/mcp.json)
{
"mcpServers": {
"gam": {
"url": "https://orbiads.com/mcp"
}
}
}VS Code (mcp.json)
{
"servers": {
"gam": {
"type": "http",
"url": "https://orbiads.com/mcp"
}
}
}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。
依据这个服务器的连接方式和各应用自己的文档,检查于 2026年11月10日。
通过互联网连接,适用于
ClaudeChatGPTGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatOpen WebUIRaycast
服务器要求先登录,才会列出它的工具。
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11日
注册名称已通过 GitHub 账户 OrbiAds 验证,该账户拥有此仓库
代码最后更新于42天前
我们还没有从 GitHub 读取这个仓库
在 654 毫秒内响应(HTTP 401)
声明支持 OAuth 登录,你的 AI 应用可以带你去登录
尚未检查;我们会在检查端点时读取工具列表
提问、分享技巧或报告无法使用。按“有帮助”数量排序。
还没有评价
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 4 项适用的基础检查中通过了 4 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42天前,最新版本(1.9.0)于5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。它通过 URL 连接,因此也能用于支持远程 MCP 的应用,例如 ChatGPT Business 及以上方案。
同一分类中有:Spree Commerce developer docs for AI agents, Stripe MCP, Sessy — Amazon SES observability
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ 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
Spree Commerce docs for AI coding agents: build headless B2B and marketplace ecommerce on its APIs.
MCP server integrating with Stripe - tools for customers, products, payments, and more.
Read-only Amazon SES observability: search events, inspect bounces, pull delivery stats.
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。
Hosted MCP for AI agents, plus a Python CLI for terminal and CI workflows.
OrbiAds is a hosted Google Ad Manager MCP server that gives AI assistants — Claude, ChatGPT, Gemini, Cursor, and OpenAI Codex — direct, natural-language access to Google Ad Manager. It covers 270+ operations across campaigns, orders, line items, creatives, inventory, targeting, and reporting, on the current GAM API (v202605), with OAuth and confirm-before-write guardrails.
→ Get started free at orbiads.com · ★ Star this repo
https://orbiads.com/mcp
Connect to my GAM account and show me my active networks.
pip install orbiads-cli
orbiads auth login orbiads network info
Want a deeper setup path? Start with the CLI guide or the agent install guides.
| Signal | Status | Link |
|---|---|---|
| Public repo | MIT licensed mirror of the OrbiAds MCP distribution | LICENSE |
| PyPI CLI | Published as orbiads-cli for terminal and CI workflows | pypi.org/project/orbiads-cli |
| Hosted MCP | Remote Streamable HTTP endpoint with OAuth | https://orbiads.com/mcp |
| Glama | Indexed MCP registry page | glama.ai |
| MCP.so | Indexed MCP directory page | mcp.so |
| Official MCP registry | server.json manifest ready for registry publication | server.json |
| Smithery | Submission target prepared for hosted/external MCP listing | smithery.ai/new |
| Safety model | Plan → confirm → execute on write actions | Safety docs |
OrbiAds offers two integration methods — choose the one that fits your workflow.
Connect your AI assistant (Claude, ChatGPT, Gemini) to GAM via the hosted MCP endpoint. Conversational, guided, zero-install.
MCP endpoint: https://orbiads.com/mcp
A lightweight Python CLI for developers, CI/CD pipelines, and headless automation. Same API, same credits, same guardrails.
pip install orbiads-cli
orbiads auth login orbiads network info
[!IMPORTANT]
Windows/macOS/Linux PATH Warning: If you install the CLI via
pip(especially with--user), ensure the Python scripts directory is added to your userPATH. Without this, your terminal and local AI agents (like Claude Code, Cursor, or Gemini) will fail to find or execute theorbiadscommand. See the Troubleshooting section in the CLI Guide for quick setup commands.
| Criteria | MCP Server | CLI |
|---|---|---|
| Interface | AI agent (Claude, ChatGPT, Gemini) | Terminal / command line |
| Installation | URL to paste into agent settings | pip install orbiads-cli |
| Authentication | OAuth via browser (automatic) | OAuth Device Flow (code displayed) |
| Best for | Exploration, conversations, guided workflows | Scripts, CI/CD, headless automation |
| Output format | Natural language via the agent | JSON or structured table |
| Credits | Same consumption grid | Same consumption grid |
| Offline | No — requires internet | No — requires internet |
| Python required | No | Yes (3.10+) |
Both methods share the same backend, credits, and safety guardrails.
| Command | Description |
|---|---|
orbiads auth login | Authenticate via Google OAuth Device Flow |
orbiads auth status | Check authentication status |
orbiads network info | Show current GAM network details |
orbiads network list | List accessible GAM networks |
orbiads orders list | List orders in the network |
orbiads line-items list --order ID | List line items for an order |
orbiads creatives list | List creatives |
orbiads inventory ad-units | List ad units |
orbiads forecast check --ad-unit ID | Check inventory availability |
orbiads report run --template ID | Run a delivery report |
Full command reference: orbiads.com/docs/cli/commands
OrbiAds offers three integration pathways depending on your environment.
Connect your AI assistant to our hosted server using the Model Context Protocol:
claude_desktop_config.json: {
"mcpServers": { "orbiads": { "type": "http", "url": "https://orbiads.com/mcp" } } }
- **Gemini / AI Studio**: Go to Tools → MCP configuration → Add `https://orbiads.com/mcp`
https://orbiads.com/mcphttps://orbiads.com/mcp endpoint to your configuration and copy AGENTS.md to your project root.Add the /adops command set directly into your Claude Code CLI terminal:
claude plugin install orbiads
Install our markdown-based guidelines permanently into Claude Code's memory:
./install.sh skills --copy
This copies our 6 consolidated skill files to your ~/.claude/skills/ directory. Claude Code will automatically leverage them to prevent hallucinations and strictly apply the plan-before-mutate workflow.
→ Installation guides: Claude · ChatGPT · Gemini · OpenAI Codex
OrbiAds is a hosted MCP server that connects your AI assistant directly to Google Ad Manager (GAM). Instead of clicking through the GAM interface or writing API scripts, you describe what you want in plain language — OrbiAds handles the API calls, guardrails, and audit trail.
You: "Check inventory availability on the homepage banner for a 300x250 in France next week"
OrbiAds: [runs forecast] → Available: 1.2M impressions. Pressure: low. Safe to traffic.
You: "Create the line item for Renault, €15 CPM, Monday to Friday" OrbiAds: [applies guardrails] → Preview ready. Confirm to push?
No scripts. No API tokens to manage. No switching tabs.
| Platform | Setup guide | Mode |
|---|---|---|
| Claude (Desktop / claude.ai / Claude Code) | docs/install/claude.md | Plugin + MCP remote |
| ChatGPT (Pro connector) | docs/install/chatgpt.md | MCP remote (HTTP) |
| Gemini | docs/install/gemini.md | MCP remote |
| GLAMA (MCP registry) | glama.ai/mcp/servers/OrbiAds/Orbiads-GAM-MCP | MCP registry |
| Cursor / Codex / Warp / other | AGENTS.md | AGENTS.md + MCP wiring |
All platforms connect to the same hosted MCP endpoint at https://orbiads.com/mcp.
After installing the plugin, these /adops commands are available directly in Claude Code.
| Command | What it does |
|---|---|
/adops campaign | Read live state, plan deployment, dry-run (ExecutionPlan), deploy, pause, rollback — with mandatory plan→confirm→execute gate |
/adops audit | Multi-dimensional account audit: delivery, inventory, security, creatives, billing |
/adops report | Custom reports, delivery queries, CSV export, billing summaries, forecasts |
/adops deal | PMP deals, private auctions, Marketplace PG/PD proposals |
/adops creative | Upload creatives, QA compliance, SSL validation, preview URLs, line item association |
/adops inventory | Browse ad units, manage placements and targeting taxonomy, run blueprints |
/adops admin | Teams, sites, labels, custom fields, network settings (MCP surface only) |
The OrbiAds surface maps the Google Ad Manager API into parent tools and hundreds of actions, organized into 6 core domain Agent Skills plus an orchestrator, to keep context usage clean. See docs/tool-matrix/README.md for the live generated tool and action counts.
Click on any domain below to see which tools and capabilities are included:
campaign — Read live campaign state, plan deployment, dry-run, deploy, pause, and rollback campaigns.orders — Create and list orders, contacts, and roles.line_items — Define line item delivery rules, CPMs, and targeting logic.creatives — Upload creatives (images, HTML5, video/audio) and configure native styles.creative_assets — Manage associated image and file assets.creative_qa — Audit click-trackers, perform compliance scans, and validate SSL certificates.creative_wrapper_skill — Manage third-party wrappers and delivery presets.formats — Discover and configure ad creative formats.jobs & gam_jobs