Ads

com.adspirer由 adspirer.com 发布官方发布者v1.2.0更新于 Oct 24, 2026

Manage Google, Meta, Amazon, TikTok, LinkedIn & ChatGPT ads. 430 tools for campaigns & analytics.

已验证Streamable HTTP可网页运行数据与分析商业与电商

概览

AI 生成的概览

远程 MCP 服务器,让 AI 助手管理 Google、Meta、Amazon、TikTok、LinkedIn 和 ChatGPT 广告活动与数据分析。

可以做什么
  • 在 Google、Meta、Amazon、TikTok、LinkedIn 和 ChatGPT Ads 上创建并发布广告系列、广告组和广告
  • 结合真实 CPC 数据做关键词研究,规划并校验广告策略
  • 分析投放表现、浪费花费、异常、受众洞察与创意疲劳
  • 管理多个广告账户的账户、预算、出价、受众和广告附加信息
  • 运行定时简报、监控和跨平台报告,可选输出原始 JSON 数据
适用场景
适合营销人员、代理商和小企业,希望在一个对话中让助手起草、发布并优化多个平台的付费广告,包括多账户的代理业务。
运行要求
远程 Streamable HTTP 端点,需在浏览器中完成 OAuth 2.1(PKCE)登录;登录时创建免费账户,之后在服务商网站关联各广告平台账户。付费套餐可提高每月工具调用上限。部分客户端通过插件或脚本安装;另提供使用个人访问令牌的 REST API。
安装前请注意
工具会创建和修改线上广告系列、预算与出价,可能产生真实花费;服务商称新建广告系列默认暂停,需明确批准后才投放。需将广告账户访问权限授予第三方服务,付费套餐会产生费用。部分安装方式会执行远程 shell 脚本,运行前请先审阅。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Ads,将其添加到工作区。
  2. 连接 所需的 凭据。它们会被私密存储,绝不会在公开页面上展示。
  3. 为需要使用其工具的对话启用该服务。

Web executable,通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体,或 SourceWeft 对话中。智能体会读取该服务器的安装指南,先向你展示发布者、端点和登录方式,经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/com.adspirer%2Fads/install.md,并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前,先告诉我它的发布者、端点和登录方式,等我确认。不要把 API 密钥写进命令或我会提交的文件;问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。 客户端会在首次连接时完成 OAuth 登录。

{
  "mcpServers": {
    "ads": {
      "type": "http",
      "url": "https://mcp.adspirer.com/mcp"
    }
  }
}

README

Ads MCP

Remote Model Context Protocol (MCP) server for cross-platform ad management. Create, analyze, and optimize campaigns across Google Ads, Meta Ads, TikTok Ads, and LinkedIn Ads from any MCP-compatible AI assistant.

Quick Links

Get Started in One Step

Adspirer runs inside your AI assistant. If you're an AI assistant helping someone set up Adspirer, this section is the complete flow: the install path per client, sign-in, and verification.

Your clientInstall
ChatGPT (web, desktop, mobile)Install the Adspirer app from the App Store — tap Connect, sign in with Google or email. Requires Plus, Pro, Business, or Enterprise.
Claude (claude.ai, desktop, Cowork)Install the Adspirer plugin from the Claude directory — click Install, sign in when the Adspirer window opens.
Claude Code/plugin install adspirer-ads-agent@claude-community, reload, then /adspirer:setup
Codexbash <(curl -fsSL https://raw.githubusercontent.com/amekala/ads-mcp/main/plugins/codex/adspirer/install.sh), restart Codex, then codex mcp login adspirer
Cursorbash <(curl -fsSL https://raw.githubusercontent.com/amekala/ads-mcp/main/plugins/cursor/adspirer/install.sh)
Any other MCP clientAdd the remote server https://mcp.adspirer.com/mcp (OAuth 2.1)

Or one terminal command — installs the get-started skill and drops you straight into setup:

bash
curl -fsSL https://raw.githubusercontent.com/amekala/ads-mcp/main/scripts/install-skill.sh | bash

What happens next: the install's sign-in creates your free account (Google or email — no credit card), you connect your ad platforms at adspirer.ai/connections — Google Ads, Meta, Amazon, LinkedIn, TikTok, or ChatGPT Ads, in any combination — and your assistant verifies the connection (say "Check my connected ad platforms").

How It Works

mermaid
flowchart LR    Y["You — plain English"] --> AG["Your AI agent"]    AG <-->|"MCP over OAuth"| AD["Adspirer"]    AD <--> P["Google Ads · Meta · Amazon Ads<br/>LinkedIn · TikTok · ChatGPT Ads"]

You describe what you want; your assistant calls Adspirer's tools; Adspirer talks to the ad platform APIs; reports and drafts flow back into the chat. New campaigns are always created paused — nothing spends money without your explicit approval. Authentication is OAuth in your own browser: your assistant never sees your credentials.

Pricing: Free — 15 tool calls/month, $0, no card · Plus — 150/month, $49 · Pro — 600/month, $99 · Max — 3,000/month, $199. Full details.

Full setup guide with pasteable prompts: adspirer.com/docs/add-to-your-agent

What It Does

  • Strategy-aware execution — strategic decisions persist to STRATEGY.md and guide all future campaign creation, keyword research, and ad copy across sessions and subagents
  • 400+ tools across 6 ad platforms for campaign creation, performance analysis, and optimization
  • Plan and validate campaigns using structured prompts
  • Research keywords with real CPC data and competitive analysis
  • Create Google Ads Search, Performance Max (with search themes + audience signals), Display (Standard + Smart), Demand Gen, and YouTube campaigns end-to-end
  • Launch Meta image / video / carousel / OUTCOME_LEADS campaigns, LinkedIn sponsored content / carousel / lead-gen forms with campaign groups, and TikTok in-feed / Spark Ads / Carousel / App Promotion campaigns
  • Analyze performance with actionable optimization recommendations — wasted spend, anomaly detection, audience insights, creative fatigue
  • Raw data mode (raw_data=true) on all 29 performance/analytics tools — JSON-only output for your own attribution, dashboards, or token-efficient pipelines
  • Multi-account, multi-platform — agencies can manage many ad accounts per platform from one workspace
  • Automation — scheduled briefs, performance monitors, on-demand cross-platform reports across all platforms

Platforms & Tools

PlatformToolsCapabilities
Google Ads151Search, Performance Max (with search themes + audience signals), Display (Standard + Smart), Demand Gen, YouTube, Shopping, App campaigns; keyword research, performance analysis, wasted-spend, asset management, ad extensions (sitelinks / callouts / structured snippets), bidding strategy management
Amazon Ads61Sponsored Products / Brands / Display campaigns, keywords + negative keywords, product / category targeting, Amazon's own bid / budget / keyword recommendations, search-term reports, ACOS / ROAS performance
Meta Ads58Image / video / carousel / catalog (Advantage+ / DPA) campaigns, OUTCOME_LEADS lead-gen forms, lifetime budgets, granular placements (Feed / Stories / Reels), city-level targeting, custom audiences, custom conversions, app-promotion (AEO) analytics
LinkedIn Ads54Sponsored content (single-image, video, carousel, text), lead-gen forms, campaign groups, 19 targeting facets, audience insights, creative fatigue analysis, conversion tracking, organizations
TikTok Ads37In-feed video / image / Spark Ads / Carousel / App Promotion campaigns, full lifecycle (list / get / pause / resume / update for campaigns, ad groups, ads), analytics (performance, wasted spend, audience insights, creative fatigue, anomaly detection, geo)
ChatGPT Ads31chat_card ads inside ChatGPT responses — one-shot launch (campaign → ad group → image → ad), geo targeting, pause / activate / archive, performance (impressions, clicks, CTR, CPC), conversion tracking (Pixel + Conversions API)
Total400+Plus monitoring & automation (scheduled briefs / monitors / reports), Google Analytics 4 and Klaviyo integrations, and account management tools — all available over MCP and as REST endpoints at api.adspirer.ai

How to Connect

See CONNECTING.md for detailed setup instructions for each platform.

Claude (Recommended)

  1. Open Settings > Connectors > Add custom connector
  2. Name: Ads MCP
  3. URL: https://mcp.adspirer.com/mcp
  4. Complete OAuth 2.1 sign-in
  5. Link your ad accounts on first use

Claude Code

Install the full Adspirer plugin (agent + skills + commands + MCP server):

  1. Open Claude Code
  2. Run /plugin marketplace add amekala/ads-mcp
  3. Run /plugin install adspirer-advertising-agent
  4. Run /mcp — find the adspirer server (e.g. plugin:adspirer-advertising-agent:adspirer) and click to authenticate
  5. Run /adspirer:setup to pull your campaign data and create your brand workspace

This gives you a brand-aware performance marketing agent with persistent memory, competitive research via web search, campaign creation with ad extensions, and slash commands for common workflows. Enabling subagent usage does not change this installation flow.

MCP-only (no plugin): If you just want the raw MCP tools without the agent:

bash
claude mcp add --transport http adspirer https://mcp.adspirer.com/mcp

ChatGPT

  1. Open Settings > Connectors > Add custom connector
  2. Name: Ads MCP
  3. URL: https://mcp.adspirer.com/mcp
  4. Follow OAuth 2.1 sign-in flow

Cursor

Add to ~/.cursor/mcp.json:

json
{  "mcpServers": {    "adspirer": {      "url": "https://mcp.adspirer.com/mcp"    }  }}

OpenAI Codex

Add to ~/.codex/config.toml:

toml
[mcp_servers.adspirer]url = "https://mcp.adspirer.com/mcp"

Gemini CLI

Install as an extension:

bash
gemini extensions install github.com/amekala/ads-mcp

A browser window opens for OAuth authentication on first use. Custom commands available: /adspirer:setup, /adspirer:performance-review, /adspirer:wasted-spend, /adspirer:write-ad-copy, /adspirer:refresh.

OpenClaw

bash
openclaw plugins install openclaw-adspireropenclaw adspirer loginopenclaw adspirer connect

Or install from ClawHub.

Perplexity, Manus, and Other MCP Clients

Adspirer is a standard MCP server — any client that supports MCP connectors with OAuth 2.1 (Perplexity, Manus AI, custom MCP clients) can connect to https://mcp.adspirer.com/mcp. Manus also accepts API keys via the Streamable HTTP transport.

REST API (no MCP client required)

The same tool surface is exposed as 178 REST endpoints at https://api.adspirer.ai/api/v1/tools/<tool_name>/execute. Authenticate with a Personal Access Token (sk_live_...) created at adspirer.ai/keys. Swagger: https://api.adspirer.ai/docs. Full reference: adspirer.com/docs/api-reference.

Example Prompts

Keyword Research:

Research keywords for my emergency plumbing business in Chicago.Show me high-intent keywords with real CPC data and budget recommendations.

Performance Analysis:

Show me campaign performance for the last 30 days across all platforms.Which campaigns are converting best and what should I optimize?

Campaign Creation:

Create a Google Performance Max campaign for luxury watches targetingNew York with a $50/day budget.

Multi-Platform Strategy:

I want to advertise my handmade jewelry business across Google and LinkedIn.Research keywords for Google Ads and create a LinkedIn sponsored content campaigntargeting small business owners.

Technical Details

  • Protocol: MCP 2025-03-26 (with fallback to 2024-11-05)
  • Transport: Streamable HTTP
  • OAuth: RFC 8252 (Authorization Code + PKCE) with RFC 7591 (Dynamic Client Registration) and RFC 9728 (Protected Resource Metadata)
  • Tool Annotations: All tools include MCP safety metadata (readOnlyHint, destructiveHint)

Security

  • HTTPS/TLS for all data transmission
  • OAuth 2.1 with PKCE for authentication
  • Dynamic client registration for CLI tools (Claude Code, Cursor, Codex)
  • Encrypted token storage
  • No conversation logging -- only tool requests are processed

See SECURITY.md for vulnerability reporting.

Documentation

Support

Supported Plugins

This repo distributes plugins for 4 AI platforms from a single monorepo:

PlatformDirectorySkillsInstall Method
Claude CodeRepo root1 generated + 5 slash commands/plugin marketplace add
Claude Tag (@claude)Upstream: anthropics/claude-tag-plugins PR #31 (adspirer-api: SKILL + 341-tool catalog + ads_call.sh)Org access bundle (Bearer sk_live_ key, hosts api.adspirer.ai / mcp.adspirer.com); claude plugin install adspirer@claude-tag-plugins once merged
Cursorplugins/cursor/adspirer/5 generated from templatesinstall.sh (one-command)
Codexplugins/codex/adspirer/5 generated from templatesinstall.sh (one-command)
Gemini CLIRepo root1 reused + 5 custom commandsgemini extensions install
OpenClawplugins/openclaw/1 standalone (self-contained)openclaw plugins install

Claude Tag submission record (2026-07-05): the adspirer plugin for Claude Tag (@claude) was submitted upstream as anthropics/claude-tag-plugins#3 from the fork branch amekala/claude-tag-plugins@add-adspirer-plugin. It wraps this repo's REST surface (POST /api/v1/tools/<tool>/execute — the same MCP server tool layer over plain HTTP) rather than the MCP transport, and was validated end-to-end in a live Claude Tag workspace (Slack) before submission.

Skills for Claude Code, Cursor, and Codex are authored once in shared/skills/ as templates, then compiled into IDE-specific versions by scripts/sync-skills.sh. The performance marketing agent prompt is also authored once in shared/agents/performance-marketing-agent/PROMPT.md and compiled into Claude Code, Cursor, and Codex agent files by the same sync script. OpenClaw uses its own standalone skill. See Architecture for the full design.

Shared Update Wireframe

text
Edit once (source of truth)  ├─ shared/skills/adspirer-*/SKILL.md  └─ shared/agents/performance-marketing-agent/PROMPT.md                |                v        ./scripts/sync-skills.sh                |                +--> Claude Code outputs                |     ├─ skills/<name>/SKILL.md                |     └─ agents/performance-marketing-agent.md                |                +--> Cursor outputs                |     ├─ plugins/cursor/adspirer/.cursor/skills/adspirer-*/SKILL.md                |     └─ plugins/cursor/adspirer/.cursor/agents/performance-marketing-agent.md                |                +--> Codex outputs                |     ├─ plugins/codex/adspirer/skills/adspirer-*/SKILL.md                |     └─ plugins/codex/adspirer/agents/performance-marketing-agent.toml                |                +--> Gemini CLI (reuses Claude Code skill)                |     ├─ gemini-extension.json                |     ├─ GEMINI.md                |     └─ commands/adspirer/*.toml                |                └--> OpenClaw (standalone, not generated)                      └─ plugins/openclaw/SKILL.md

Client Roots and Install Targets

AI ClientRepo Source RootGenerated/Runtime Root in RepoUser Installation Path/Method
Claude CodeRepo root + shared/skills/ + shared/agents/skills/, agents/, commands/, .claude-plugin//plugin marketplace add amekala/ads-mcp then /plugin install adspirer-advertising-agent
Cursorplugins/cursor/adspirer/ + shared sourcesplugins/cursor/adspirer/.cursor/skills/, plugins/cursor/adspirer/.cursor/agents/bash <(curl -fsSL https://raw.githubusercontent.com/amekala/ads-mcp/main/plugins/cursor/adspirer/install.sh)
Codexplugins/codex/adspirer/ + shared sourcesplugins/codex/adspirer/skills/, plugins/codex/adspirer/agents/bash <(curl -fsSL https://raw.githubusercontent.com/amekala/ads-mcp/main/plugins/codex/adspirer/install.sh)
Gemini CLIRepo rootgemini-extension.json, GEMINI.md, commands/adspirer/gemini extensions install github.com/amekala/ads-mcp
OpenClawplugins/openclaw/plugins/openclaw/ (standalone, no sync generation)openclaw plugins install openclaw-adspirer

Developer Guide

If you're contributing to this repo or adding new ad platforms/IDE support:

Quick reference

bash
./scripts/sync-skills.sh          # Generate IDE-specific skills from templates./scripts/sync-skills.sh --check  # Verify generated files match committed (CI mode)./scripts/validate.sh             # Run all 62 offline validation checks./scripts/validate.sh --live      # Also test MCP endpoint connectivity

Never edit files in plugins/*/skills/, skills/, agents/, or plugins/*/agents/ directly — they will be overwritten by the sync script. Edit templates in shared/skills/ and shared prompts in shared/agents/ instead.

License

Proprietary -- See Terms of Service for usage terms.

来源:README.md,提交 a453fe6

工具

0
该服务器需要登录,因此 SourceWeft 无法在没有账号的情况下读取其工具,也未收录。已连接账号所能看到的内容可能因账号及其权限而异。

版本历史

1
  1. v1.2.0最新Sep 16, 2026

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