"OpenAI Gym" matching MCP servers:

Enable AI agents such as Claude, Co-Pilot, Codex and other compatible tools to create, manage, and optimize advertising campaigns on ChatGPT.

An MCP server for the OpenAI Ads (ChatGPT Ads) Advertiser API, providing tools for agent-led performance marketing such as finding dead ads, auditing near-duplicate copy, and auditing ad-group context hints.

Enables AI agents to manage OpenAI Ads campaigns, ad groups, creatives, custom audiences, conversion tracking via web pixel and CAPI, and run tracking audits through the OpenAI Ads Advertiser API.

Typed MCP server for OpenAI Ads and ChatGPT Ads via the Advertiser API. Supports account, campaign, ad group, ad, creative, audience, insight, and conversion tools with readonly mode and guarded writes.

Enables management of OpenAI Ads campaigns, ad groups, ads, and insights through MCP, with approval-gated live mutations for safe write operations.

An MCP server that exposes the ChatGPT Ads API as tools an LLM host can call.

Detects a company's technology stack from its public web presence. Returns structured tech signals for sales targeting and competitive analysis.

Generates a comprehensive 5-section PDF audit for any website covering SEO, AEO, technical, authority, and AI visibility using Ahrefs, CrUX, and OpenAI.

8 strategic GTM execution tools for founders, CMOs, and strategy leaders covering PMF assessment, launch planning, customer research, retention, partner programs, crisis management, and competitive intelligence.

173 tools to automate Google Ad Manager — campaigns, creatives, inventory, reporting via natural language

MCP server for Google Tag Manager and GA4, enabling tag management, consent auditing, workspace versioning, and analytics reporting through natural language.

Enables managing Google Tag Manager and Google Analytics 4 through natural language, with tiered read/write/destructive safety controls including dry-run writes and two-phase confirmations for destructive actions.

Provides AI agents with access to Vruum's AI revenue platform, enabling outbound, deals, pipeline, and CRM automation with 155 tools for searching, managing people, deals, outreach, and engagement, while your AI harness authors all sales and marketing prose.

A Model Context Protocol server for Google Tag Manager that uses service account authentication, providing tools to manage accounts, containers, workspaces, tags, triggers, variables, and versions.

A governed, read-only MCP server for ad inventory discovery from Google Ad Manager, exposing three tools (well_known_capabilities, discover_products, get_forecast) to buyer-side agents without modifying or accessing the ad server.

MCP server for Google Tag Manager API, enabling users to manage containers, tags, and triggers through natural language using Google Application Default Credentials.

Enables natural language management of Google Tag Manager resources including accounts, containers, tags, triggers, and variables via the Model Context Protocol.

MCP server for Google Analytics 4 and Google Tag Manager with read and write access, providing 40 tools to manage GA4 reports, audiences, and GTM tags, triggers, and variables via natural language.

Exposes Google Ads and Meta Marketing performance data, campaign settings, and change history to Claude (Cowork) for live daily-dashboard workflows.

Production-grade MCP server for the Google Tag Manager API v2 with read-only GA4 (Admin + Data API) tooling. 107 tools covering the full GTM surface, including server-side containers. Ships read-only: writes, publishes, and deletes are each gated behind separate opt-in flags, every mutation requires per-call confirmation, and a dry-run mode simulates changes. Includes container audits