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Ads

  • 75 repo stars
  • Updated July 16, 2026
  • amekala/ads-mcp

Adspirer Ads is an MCP server that provides 91 tools to manage and optimize Google, Meta, TikTok, and LinkedIn advertising from an agent.

About

Adspirer Ads is a hosted Model Context Protocol server that packs ninety-one tools for creating, measuring, and tuning paid campaigns across Google, Meta, TikTok, and LinkedIn. developers who ship fast but lack a dedicated growth hire can keep acquisition work inside the same agent session as code and copy, reducing context switching between ad dashboards and terminals. The Launch / distribution placement reflects post-build user acquisition: you already have something to promote and need disciplined spend, creative iteration, and performance reads without exporting CSVs manually. Complexity is advanced because the surface area spans four networks and many operational verbs. Connect via streamable HTTP, then treat the server as an integration layer—not a strategy substitute. Pair with your own creative and landing validation from earlier journey phases.

  • 91 MCP tools for campaigns, analytics, and optimization
  • Google, Meta, TikTok, and LinkedIn ad platforms in one remote server
  • Streamable HTTP endpoint at mcp.adspirer.com/mcp
  • Remote hosted integration—no local npm stdio in manifest
  • GitHub source ads-mcp referenced from server metadata

Ads by the numbers

  • Data as of Jul 27, 2026 (Skillselion catalog sync)
terminal
claude mcp add --transport http ads https://mcp.adspirer.com/mcp

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repo stars75
TransportHTTP
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Last updatedJuly 16, 2026
Repositoryamekala/ads-mcp

What it does

Operate Google, Meta, TikTok, and LinkedIn campaigns from your agent with a large tool surface for analytics and optimization.

Who is it for?

Best when you're actively spending on multi-channel paid ads and want agent-driven campaign ops.

Skip if: Pre-launch teams with no ad accounts or developers who only need organic SEO content without paid APIs.

What you get

After connecting the remote MCP URL, you can drive cross-network campaign and analytics actions from your coding agent in one toolchain.

  • Agent-driven campaign changes across four ad platforms
  • Analytics and optimization actions without leaving MCP
  • Documented paid experiments aligned to launch goals

By the numbers

  • 91 tools for campaigns, analytics, and optimization
  • 4 ad platforms: Google, Meta, TikTok, LinkedIn
  • Remote URL https://mcp.adspirer.com/mcp
README.md

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

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
  • 175+ tools across 4 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 four platforms

Platforms & Tools

Platform Tools Capabilities
Google Ads 75+ Search, Performance Max (with search themes + audience signals), Display (Standard + Smart), Demand Gen, YouTube; keyword research, performance analysis, wasted-spend, asset management, ad extensions (sitelinks / callouts / structured snippets), bidding strategy management
LinkedIn Ads 45 Sponsored content (single-image, video, carousel), lead-gen forms, campaign groups, 14 targeting facets, audience insights, creative fatigue analysis, conversion tracking, organizations
Meta Ads 36 Image / video / carousel campaigns, OUTCOME_LEADS lead-gen forms, lifetime budgets, granular placements (Feed / Stories / Reels), city-level targeting, custom audiences, custom conversions, Advantage+ controls
TikTok Ads 31 In-feed video / image / Spark Ads / Carousel / App Promotion campaigns, full lifecycle (list / get / pause / resume / update for campaigns, ad groups, ads), 8 analytics tools (performance, wasted spend, audience insights, creative fatigue, anomaly detection, geo)
Total 175+ Plus monitoring, automation (scheduled briefs / monitors / reports), 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
  4. Run /mcp — find plugin:adspirer: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:

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:

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

OpenAI Codex

Add to ~/.codex/config.toml:

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

Gemini CLI

Install as an extension:

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

openclaw plugins install openclaw-adspirer
openclaw adspirer login
openclaw 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 targeting
New 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 campaign
targeting 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:

Platform Directory Skills Install Method
Claude Code Repo root 1 generated + 5 slash commands /plugin marketplace add
Cursor plugins/cursor/adspirer/ 5 generated from templates install.sh (one-command)
Codex plugins/codex/adspirer/ 5 generated from templates install.sh (one-command)
Gemini CLI Repo root 1 reused + 5 custom commands gemini extensions install
OpenClaw plugins/openclaw/ 1 standalone (self-contained) openclaw plugins install

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

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/ad-campaign-management/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 Client Repo Source Root Generated/Runtime Root in Repo User Installation Path/Method
Claude Code Repo root + shared/skills/ + shared/agents/ skills/, agents/, commands/, .claude-plugin/ /plugin marketplace add amekala/ads-mcp then /plugin install adspirer
Cursor plugins/cursor/adspirer/ + shared sources plugins/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)
Codex plugins/codex/adspirer/ + shared sources plugins/codex/adspirer/skills/, plugins/codex/adspirer/agents/ bash <(curl -fsSL https://raw.githubusercontent.com/amekala/ads-mcp/main/plugins/codex/adspirer/install.sh)
Gemini CLI Repo root gemini-extension.json, GEMINI.md, commands/adspirer/ gemini extensions install github.com/amekala/ads-mcp
OpenClaw plugins/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

./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.

Recommended MCP Servers

How it compares

Paid media operations MCP with 91 tools, not organic SEO skills or codebase context generators.

FAQ

Who is com.adspirer/ads for?

Developers and small teams running paid acquisition on major ad networks who want MCP-accessible campaign and analytics controls.

When should I use com.adspirer/ads?

Use it after you have a shippable offer and live ad accounts, during Launch and early Grow when you optimize spend and creatives—not for initial idea validation.

How do I add com.adspirer/ads to my agent?

Add the streamable-http remote pointing to https://mcp.adspirer.com/mcp in your MCP client config and complete any Adspirer account linkage the tools require.

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