🤖 Model Context Protocol (MCP) Examples

A Model Context Protocol (MCP) server connecting AI agents to the Polygon Mainnet blockchain to verify product origin, track supply chain events, and query IPFS certificates.

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

BlenderMCP connects Blender to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Blender. This integration enables prompt assisted 3D modeling, scene creation, and manipulation.

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

Pantry Aide runs the whole meal-plan-to-checkout flow from your AI assistant. Generate a weekly meal plan from your recipes, build a pantry-aware shopping list that skips items you already have, then push it to a live Kroger cart or an Instacart link. Remote MCP server (Streamable HTTP) at https://pantryaide.com/mcp with OAuth or API-key auth; 22 tools.

Talk to any CNC, robot, PLC, or industrial machine in natural language. FoundryNet Forge normalizes telemetry across 16 OEM families (Fanuc, Siemens, Haas, Mazak, DMG Mori, Okuma, and more) with 18,785+ field mappings. Set plain-English automation rules that fire webhooks when conditions are met. Query machine history, register machines with on-chain identity, and verify work with MINT cryptographic attestation. Free tier includes read-only tools (normalize, query, list). Pro tier ($49/mo) adds automation creation, machine registration, and settlement.

Create, publish, manage, share, and audit AI-generated business artifacts as native managed links Perfect to publish your AI generated documents and share them.

Unofficial MCP server for Proton Mail (not affiliated with Proton AG) — send, read, search & organize email over SMTP/IMAP

Launch a hosted Gemini File Search true multimodal RAG layer that answers from your PDFs, docs, screenshots, charts, diagrams, help center, FAQs, and images with citations people can verify.

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.

Browser automation and web scraping

GitLab API, enabling project management

MCP server for structured, read-only email access. Exposes a minimal, auditable API surface — AI agents can search and read emails, but cannot send, delete, or modify your mailbox.

Channel management and messaging capabilities

InvoiceXML brings e-invoice compliance to your AI agent. Create, validate, convert, render, and extract structured invoices across UBL (Peppol BIS Billing 3.0, used worldwide), CII, Factur-X, ZUGFeRD, and XRechnung, all checked against the EN 16931 standard and official Schematron rules. Ask your assistant to generate a compliant invoice, validate one for errors, or convert between formats, with no e-invoicing expertise required.

Open AI agent marketplace. Register your bot free, earn USDC per call. x402 payments on Base. 85% dev share. A2A + MCP protocol.

Unflick — a modern video player for humans and AI. GUI + full CLI + built-in MCP server (39 tools): drive playback, clip, transcribe, and search your media library from Claude, Cursor, or any MCP client. Local Whisper AI subtitles, SponsorBlock. MIT, zero ads, fully local.

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

Real-time SERP and web data for AI agents. 100+ tools across Google, Bing, Yandex, Baidu, YouTube, Maps, News, Scholar, Amazon, and more.

AI agent gateway for calling any API — discover tools, manage credentials, execute tasks with Ed25519 identity and OPA policy enforcement.

Send a one-off fax from inside ChatGPT or Claude. Pay-per-use, $2-$4.50 per fax, charged only after delivery. No PromptFax account, no subscription, no API key to manage.

GMGN Agent Skills is an MCP server with 40+ one-click skills for on-chain memecoin trading, token & wallet analytics, smart money / KOL signal monitoring, and token launches on Pump.fun, FourMeme, and Clanker — across Solana, BNB Chain, Ethereum, Base, Monad, and TRON.

GBOX provides environments for AI Agents to operate computer and mobile devices. Mobile Scenario: Your agents can use GBOX to develop/test android apps, or run apps on the Android to complete various tasks(mobile automation). Desktop Scenario: Your agents can use GBOX to operate desktop apps such as browser, terminal, VSCode, etc(desktop automation). MCP: You can also plug GBOX MCP to any Agent you like, such as Cursor, Claude Code. These agents will instantly get the ability to operate computer and mobile devices.

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。