"Loop" matching MCP servers:

Lets AI agents retrieve, search, and inspect generated lesson packs and rubrics, and enqueue new concepts for the lesson production workflow.

Enables users to view and edit Microsoft Loop pages as interactive markdown widgets directly within the chat interface. It supports inline rendering and provides tools for requesting page updates through a host's Loop MCP server.

Automates a three-phase development workflow: planning, spec generation, and iterative task execution with verification.

Enables LLMs to process arrays item-by-item or in batches with a specific task, storing and retrieving results with optional summarization after completion.

Enables AI assistants to interact with humans through GUI dialogs for text input, choices, confirmations, and information display.

Enables AI agents to perceive the screen at frame rate and execute pre-armed, closed-loop motor actions such as reaching and dragging at 100 Hz over MCP.

Enables AI agents to autonomously perform end-to-end optical design and optimization tasks in Zemax OpticStudio, including modeling, ray tracing, optimization, manufacturing audits, and aberration analysis with closed-loop feedback.

Enables MCP agents to send and receive iMessages via BlueBubbles, allowing human-in-the-loop oversight and replies from a phone.

MCP server that automates the procurement workflow, including RFQ generation, quote parsing, ERP item loading, and purchase requisition submission with human-in-the-loop approval gates.

MCP server that enables autonomous ecommerce operations on Shopify, including product analytics, Meta Ads, communications, and trend intelligence, with human-in-the-loop risk governance.

Enables AI agents to manage a synthetic workforce dataset with human-in-the-loop approval required for destructive or anomalous operations, such as termination, deletion, and anomalous output logging, ensuring changes are gated until explicitly approved.

Enables AI agents to drive an iPhone or iOS Simulator through 30 tools and 4 resources, using an observe/act/verify loop with built-in safety approvals.

Enables AI assistants to interact with the PayFast payment gateway to manage transactions, subscriptions, and refunds. It provides a suite of 13 tools with built-in human-in-the-loop safety confirmations for high-risk financial operations.

A local MCP bridge that connects existing Codex and Claude Code conversations with DSH Web, enabling delegation, result retrieval, and human-in-the-loop coordination without leaving native chat apps.

An MCP server that lets an AI agent drive the iOS Simulator in a loop, enabling tapping, typing, swiping, reading the screen via the accessibility tree, and verifying app state.

Create Pix charges (Woovi/OpenPix) · List payments & check status · Refund transactions · Multi-provider routing · Daily/per-tx spending limits · Human-in-the-loop confirmation · JSONL audit trail

Enables Claude to directly create and publish posts on Velog through reverse-engineered GraphQL APIs. Supports a human-in-the-loop workflow from draft to review to publication, maintaining user control while automating content creation.

Multi-channel inventory intelligence for Shopify and Amazon sellers. 28 tools for stockout risk, demand forecasts, purchase order management, and sales analytics — with human-in-the-loop safeguards.

An MCP server for reliable iOS Simulator automation that enables agents to control devices, read accessibility UI trees, and capture screenshots. It supports deterministic grounded actions like tapping, typing, and swiping to create a closed-loop observe-reason-act cycle.

Enables architects to control AutoCAD 2021-2026 on macOS and Windows through natural language, allowing drawing and editing of architectural plans, checking compliance with standards, and generating construction documents.