Ads

com.adspirer由 adspirer.com 發布官方發布者v1.2.0更新於 Oct 24, 2026

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

已驗證Streamable HTTP可網頁執行資料與分析商業與電商

概覽

AI 產生的概覽

遠端 MCP 伺服器,讓 AI 助理管理 Google、Meta、Amazon、TikTok、LinkedIn 與 ChatGPT 廣告活動與成效分析。

可以做什麼
  • 在 Google、Meta、Amazon、TikTok、LinkedIn 與 ChatGPT Ads 建立並發布廣告活動、廣告群組與廣告
  • 搭配實際 CPC 資料進行關鍵字研究,規劃並驗證廣告策略
  • 分析投放成效、浪費花費、異常、受眾洞察與創意疲勞
  • 管理多個廣告帳戶的帳戶、預算、出價、受眾與廣告附加資訊
  • 執行排程簡報、監控與跨平台報告,可選擇輸出原始 JSON 資料
適用情境
適合行銷人員、代理商與小型企業,想在單一對話中讓助理草擬、發布並優化多個平台的付費廣告,包括多帳戶的代理商作業。
執行需求
遠端 Streamable HTTP 端點,需在瀏覽器完成 OAuth 2.1(PKCE)登入;登入時建立免費帳戶,之後在服務商網站連結各廣告平台帳戶。付費方案可提高每月工具呼叫上限。部分用戶端透過外掛或腳本安裝;另提供使用個人存取權杖的 REST API。
安裝前請注意
工具會建立與修改線上廣告活動、預算與出價,可能產生實際花費;服務商表示新廣告活動預設為暫停,需明確核准後才投放。需將廣告帳戶存取權授予第三方服務,付費方案會產生費用。部分安裝方式會執行遠端 shell 腳本,執行前請先檢視。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Ads,將其新增到工作區。
  2. 連接 所需的 憑證。它們會被私密儲存,絕不會在公開頁面上展示。
  3. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/com.adspirer%2Fads/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。 客戶端會在首次連接時完成 OAuth 登入。

{
  "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.

來源:README.md,提交 a453fe6

工具

0
該伺服器需要登入,因此 SourceWeft 無法在沒有帳號的情況下讀取其工具,也未收錄。已連接帳號所能看到的內容可能因帳號及其權限而異。

版本歷史

1
  1. v1.2.0最新Sep 16, 2026

評分

已滿足適用檢查項的 85%

該評分衡量此收錄條目的完整程度,依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價,也不表示伺服器安全或目前可用:可連通性是帶日期的檢查結果,評分也不包含安裝量或使用者評價。

  • 近 30 天內可連通必需25 分
  • 已宣告認證方式必需10 分
  • 已列出工具15 分

    請讓伺服器在無憑證時回應 tools/list,或發布可在沙箱中無憑證啟動的軟體包。

  • 描述必需15 分
  • 圖示10 分
  • 文件15 分
  • 授權條款10 分