"openapi" 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.

MCP server for LamaTok TikTok data API — auto-generates 20+ tools from the live OpenAPI spec (users, videos, hashtags, music, comments). Local stdio via npx -y lamatok-mcp, requires only LAMATOK_KEY.

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

MCP server for HikerAPI — auto-generates 100+ Instagram tools (profiles, posts, reels, stories, comments, hashtags, locations) from the live OpenAPI spec. Local stdio via npx -y hikerapi-mcp, requires only HIKERAPI_KEY.

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).

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 AI assistants to read a ChatGPT Ads account — account summaries, performance insights, campaigns, ad groups, ads, product feeds and conversion setup — and, when writes are explicitly enabled, create or update campaigns, budgets and creatives with dry-run previews and before/after diffs.

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

Enables MCP clients to read ad account, campaign, ad group, and ad data plus performance insights, and optionally create, pause, activate, or update paused campaigns, ad groups, and ads through a secured Streamable HTTP endpoint.

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