"Using Google Scholar to Find Specific Articles" matching MCP servers:

An MCP server for used-vehicle matching, offering tools to find matching vehicles, fetch photos, and resolve dealer URLs using Auto.dev endpoints. Currently a scaffold with stubs for search logic.

A unified MCP server that gives AI assistants direct access to Google Analytics 4, Google Search Console, Google Ads and Google Merchant Center data using OAuth2 user credentials.

Read-only MCP server for Google Merchant Center, Google Search Console, Google Drive, Gmail, Calendar, and People API.

Enables AI assistants to manage Google Merchant Center accounts via the Merchant API, including product feeds, promotions, data sources, and MCQL reports with read and write operations.

Enables AI assistants to query six Google services used by an online shop—GA4, Search Console, Merchant Center, Tag Manager, Indexing API, and PageSpeed—through read-only tools, answering questions about organic traffic, product disapprovals, indexing, tag configuration, and site performance.

Enables reading and analyzing Google Ads data, planning keywords, and previewing campaign changes before applying them, all through natural language.

Enables reading products, checking approval statuses, and analyzing feeds across multiple Google Merchant Center accounts via natural language.

MCP server that connects AI assistants to the Google Play Developer API for automated app publishing, subscription management, review monitoring, and tester management.

Enables self-hosted advertising account reads and governed Search campaign creation or edits, with optional Merchant Center product feed and reporting tools.

Enables users to manage any Google Ads account through Claude Code or Claude Desktop, automating campaign creation, ad copy generation, asset and image handling, bid optimization, and performance reporting. It covers Search, Shopping, Performance Max, and Display campaigns with multi-country configuration, batch processing, guardrail validation, and Merchant Center integration.

MCP server for managing Google Play app deployment and in-app products via the Android Publisher API v3.

Remote MCP server that lets ChatGPT Business and other MCP clients query and mutate Google Ads accounts via service-account authentication, with generic read/write tools plus convenience tools for reporting, campaigns, budgets, keywords, assets, audiences, and Performance Max. Includes dry-run support, budget/bid guardrails, and structured audit logging.

Enables management of Google Ads accounts via MCP, providing read and write tools for campaigns, ad groups, keywords, assets, and more, with support for reporting and mutations.

An AI recipe recommendation server based on the MCP protocol, providing functions such as recipe query, classification filtering, intelligent dietary planning, and daily menu recommendation.

Complete Google Ads API v21 MCP server with 40+ fully implemented tools for campaign, ad group, keyword, extension, and portfolio bidding management, enabling AI assistants to create, optimize, and manage Google Ads campaigns through natural language commands.

Enables AI agents to manage an in-memory product catalog with tools to add products, search by name or category, and retrieve product details by ID.

Google Ads, Reddit Ads, GA4, Tag Manager, Search Console and Merchant Center in your AI client. Read reports and make changes with a preview, a dry run validated by Google, and budget and bid caps before anything goes live. Self-host (MIT, pip install adloop) or connect AdLoop Cloud at https://mcp.getadloop.com/mcp.

agentcentral is a hosted MCP server for Amazon sellers that connects Claude, ChatGPT, and other AI clients to Amazon Ads, Seller Central, inventory, orders, catalog, rankings, finance, and fulfillment data. It provides fast reads from pre-materialized Amazon data, scoped API keys, OAuth-based Amazon connections, encrypted tokens, per-tenant isolation, and guarded write tools with audit log

Create, launch, and manage Meta + Google ads from Claude and ChatGPT. Analytics, strategy, and autopilot automation for any store.

Enables authenticated access to Amazon India SP-API commerce intelligence and controlled operations, including orders, finances, listings, pricing, reports, sales/traffic metrics, and profit analysis. It also supports gated Amazon mutations through preview, approval, and execution workflows with audit logging.