"How to write a Java application, especially using Spring" matching MCP servers:

Enables authorized users to manage Google Ads accounts through natural language, with guardrails like role tiers, account allowlists, spend limits, and two-step confirmations to prevent accidental changes.

An MCP server that enables safe, audited mutation of Google Ads campaigns—creating ads, ad groups, keywords, and assets or adjusting budgets and statuses—with a dry-run default and an optional guarded remove operation, plus read-only Keyword Planner ideas.

MCP server that exposes write operations on Google Ads, enabling management of campaigns, ad groups, keywords, RSA ads, sitelinks, images, Customer Match audiences, and recommendations.

A write-enabled extension for the official Braze MCP server that allows users to manage profiles, trigger campaigns, and handle catalogs. It includes safety features such as dry run mode and workspace validation to ensure secure operations in test environments.

A Model Context Protocol (MCP) server that automates generating LinkedIn post drafts from YouTube videos. This server provides high-quality, editable content drafts based on YouTube video transcripts.

Enables Claude to directly manage the Savage in a Suit website through 31 tools for pages, events, members, testimonials, podcast episodes, and site content, with all changes logged.

Enables AI agents to interact with Google Ads accounts via the Google Ads API, providing tools for account search, resource metadata retrieval, and customer listing, along with access to API discovery documents and reporting metrics.

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

A Model Context Protocol (MCP) server for Microsoft Advertising (Bing Ads / DuckDuckGo Ads). This server enables AI assistants to create, manage, and report on Microsoft Advertising campaigns programmatically.

An MCP server that provides AI assistants with access to the FirstPromoter affiliate management platform for managing referrals, promoters, campaigns, and commissions. It is designed for remote multi-user deployment and supports operations via HTTP/SSE transport.

Enables AI assistants to check how discoverable a website is to AI search engines and assistants by inspecting signals like crawler access, llms.txt, structured data, and on-page metadata, and returning a 0-100 visibility score.

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

A hardened MCP server for managing Yandex.Direct advertising campaigns with read-only defaults, write and finance capabilities optional, using OAuth authentication.

Advanced content gap analysis using Query Decomposition and Keyword Fan-Out (Google's patented methodology). Tells you exactly what user queries your content covers - and what it misses. Built on academic research because I needed to understand how AI search engines actually evaluate content.

A joke/demo Model Context Protocol server that injects cringe-worthy advertisements into LLM responses, showcasing both how to build MCP servers and the risks of ad-injecting intermediaries.

Paste a URL to see exactly how it renders as a social card on Twitter, LinkedIn, Facebook, and Slack. Generate custom OG images from templates.

Enables AI clients to query ContentRadar data and write low-risk content using natural language, with 15 tools for monitoring, analysis, and content management.

Enables AI agents to read and write Google Analytics 4, Search Console, and Tag Manager data through MCP tools, with write operations gated behind an explicit flag for safety.

Enables interaction with Google Ads through secure OAuth authentication to discover keyword ideas, analyze historical search metrics, and generate forecasts for advertising campaigns. Built as a Next.js application with encrypted credential storage and rate limiting.

A remote Model Context Protocol server developed by Inxy.ai that lets any AI agent — Claude, ChatGPT, Cursor, and others — audit a website or Shopify store for AEO / GEO / LLMO readiness: how likely ChatGPT, Claude, Perplexity, and Google AI are to cite it.