Quorel turns any public website into a versioned, queryable API. Define a schema once in plain English, and Quorel extracts, structures, and refreshes the data nightly, full version history, diffs, and rollback included. The MCP server lets Claude or any agent browse datasets, query/filter/sort them, and even clean or fix entities directly via pull_for_edit and push_alt_version.

Validate EU e-invoices (Peppol BIS, XRechnung, Factur-X/ZUGFeRD, UBL, CII) and explain validation error codes, for AI agents.

Read-only access to VR.org's live VR, AR, and XR coverage. Ten tools let an agent search the latest VR, AR, and XR news, see trending topics, read VR.org's original editorial, compare headsets, pull current deals and prices, and fetch the top game and app lists. No API keys, no writes.

Pay-per-call live telemetry, environmental metrics, transit state vectors, blockchain reads, network/security lookups and real-time utilities for AI agents. 50 tools, no API key — pay per request with x402 USDC on Base.

Explore the rich world of traditional folk music using data from The Session. Search tunes, recordings, sets, and musicians, discover related tunes, analyze tune popularity, browse recordings by artist, and explore the relationships between tunes and performers. Ideal for musicians, researchers, and AI assistants that need structured access to one of the largest collections of traditional Irish, Scottish, and Celtic music metadata.

A markdown knowledge base your AI can actually write in — search, draft, suggest edits you approve, comment, and publish to your CMS, with every agent edit signed.

An MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL.

Read-only MCP server for licensed Healthpoint HL7 FHIR API access. Users bring their own Healthpoint API key; no Healthpoint data or secrets are bundled.

Browser automation and web scraping

A Model Context Protocol (MCP) server that integrates with Jina AI Search Foundation APIs.

Read-only database access with schema inspection

AI image generation using various models

Automatically create a remote browser to complete your specified tasks, developed based on Browser Use + Sandbox. 自动创建一个远程浏览器，完成你指定的任务，基于Browser Use + Sandbox开发。

The Milvus MCP server enables AI applications to interact with Milvus vector databases using natural language commands. It allows AI models to perform vector searches, manage collections, and retrieve data without writing custom database queries. This integration facilitates seamless access to vector data, enhancing the capabilities of AI tools like Claude Desktop and Cursor.

Channel management and messaging capabilities

Help AI agents write accurate, up-to-date Kubernetes manifests by giving them the official Kubernetes API reference, so they can look up kinds, fields, and nested types with current specs across the latest and three previous Kubernetes versions.

189 pay-per-call API endpoints covering Social Media, Jobs, Finance, Crypto, AI Tools, and more. Powered by x402 protocol with USDC payments on Base chain.

百度地图核心API现已全面兼容MCP协议，是国内首家兼容MCP协议的地图服务商。

基于Anduin2017 / HowToCook （程序员在家做饭指南）的mcp server，帮你推荐菜谱、规划膳食，解决“今天吃什么“的世纪难题； Based on Anduin2017/HowToCook (Programmer's Guide to Cooking at Home), MCP Server helps you recommend recipes, plan meals, and solve the century old problem of "what to eat today"

Web content fetching and conversion for efficient LLM usage

An MCP server that provides a tool for sending transactional emails via Mailtrap

A digital shrine for algorithm anxiety. Tools let an AI draw an omen, light a lamp, release a lantern, or leave a transparent AI note on the wall — on a user's behalf. Ritual and entertainment, not a promise of traffic, followers, or growth.

Besot is a resale-discovery catalogue for fashion tied to musicians: pieces a recording artist designed, wore on stage, inspired, or founded the brand behind. This connector lets an agent search that catalogue and return real, current listings aggregated across resale marketplaces (eBay, Grailed, The RealReal, Vestiaire, Poshmark, and more), each with an approximate-USD price, size, condition, color, and a direct buy link to the seller. Besot holds no inventory and links out to the seller. Four read-only tools: search_pieces, get_piece, list_collections, get_facets. Public, no authentication required.

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.

基于七牛云产品构建的 Model Context Protocol (MCP) Server，支持用户在 AI 大模型客户端的上下文中通过该 MCP Server 来访问七牛云存储资源、利用 Dora 服务进行图片操作等。 如果有什么需求欢迎在下方评论，您也可以在 github 仓库中提 issue。

Open-source MCP server connecting AI agents (Claude, Cursor, GitHub Copilot, Gemini, and more) to the Unity Editor and runtime, with 100+ built-in tools.

MCP Advisor & Installation - Use the right MCP server for your needs