"Exploring OpenAPI/Swagger Specifications" matching MCP servers:

Enables AI agents to fetch Xiaohongshu advertising data from Chengfeng, Juguang, and Dandelion platforms via MCP, and supports syncing daily ad reports to Feishu.

Analyze Amazon reviews, VOC feedback, sentiment, pain points, and listing improvements through seven curated MCP tools.

Enables AI assistants to browse, inspect, and call the Cakemail API via dynamically loaded OpenAPI spec.

Enables querying Google Analytics 4 data through MCP tools for running reports, listing properties, getting real-time metrics, and exploring metadata.

Agent-native Amazon review intelligence — fetches verified reviews from 10 marketplaces via real Shulex OpenAPI (not scrapers) and produces copy-ready listing improvements grounded in actual customer language. Backed by a 2B-review historical dataset that Helium 10 / Jungle Scout can't replicate. Works in any MCP client (Claude Code, Claude Desktop, ChatGPT, Cursor, Windsurf, VS Code, Cline).

Enables agents to assemble Japan-facing websites by providing Japanese design recommendations, copy patterns, legal compliance blocks, furigana form specifications, and UI critiques.

Transforms basic interface ideas into comprehensive, professional-grade UI/UX design specifications with detailed styling, animations, components, and accessibility requirements for websites, apps, and other digital interfaces.

An MCP server that provides AI agents with direct access to authoritative Cakemail API specifications, enabling accurate code generation and eliminating hallucination.

Server-side conversion tracking for online shops: inspect events, check delivery to Google Ads, Meta, GA4 and Microsoft Ads, and manage ad campaigns. Every tool is derived from the Trackdolphin OpenAPI description, so the server never carries a second, drifting list.

Generate QR codes and create, edit and track dynamic (editable) QR codes with scan analytics, folders, style themes and branded subdomain management. Free REST API with an OpenAPI spec alongside; every tool takes a free API key.

Enables Indian carpet exporters, manufacturers, and designers to generate AI design prompts, explore carpet styles and color palettes, and create Etsy SEO listings, bridging overseas market trends with local weaving specifications.

Enables querying Google Analytics 4 data through natural language, including running reports, comparing periods, and exploring realtime metrics across multi-tenant properties with OAuth-based authentication.