"Edge Impulse" matching MCP servers:

Enables AI assistants to read and send WhatsApp messages on Windows through the official WhatsApp Desktop application using Edge WebView2 CDP automation.

Enables browser automation by managing Selenium Grid browser instances (Chrome, Firefox, Edge) in Docker or Kubernetes environments. Provides secure, scalable browser control for AI agents and testing workflows.

A production-grade TypeScript template for building Model Context Protocol (MCP) servers with declarative tools/resources, authentication, storage abstraction, and support for both local and edge deployment. Provides example echo tools and resources to demonstrate MCP server development patterns.

Enables AI assistants to access and control network cameras to capture images and perform analysis including brightness detection, color distribution, and edge detection.

A Cloudflare Worker that demonstrates wrapping REST APIs with Model Context Protocol, providing product management operations through both REST endpoints and MCP tools on the edge.

A lightweight Hono.js middleware for building Model Context Protocol servers using a simple, fluent API and supporting both SSE and HTTP transports. It enables developers to create type-safe, edge-ready MCP-compatible APIs with built-in session management.

Connects MCP-aware AI clients to a live SketchUp session so models can be built and edited through natural-language prompts. Exposes typed tools for geometry creation, materials, booleans, edge chamfers/fillets, joinery, scene export, model introspection, viewport screenshots, and an optional arbitrary-Ruby escape hatch.

Local MCP server and Chrome/Edge extension that let AI assistants use your existing signed-in browser sessions on Reddit and Zhihu. Provides 54 site operations through three stable MCP tools, with on-demand operation discovery, compact structured results, and pagination; requires Node.js 22+ and the companion extension on the same computer.

A personal MCP for WhatsApp, with voice-note and call transcripts. Search and summarize your chats, read what was said in voice notes and calls, and organize chats, labels, notes, reminders and scheduled messages. Runs locally with the Kaption extension for WhatsApp Web (Chrome, Edge) or the Kaption desktop app. No send-now tool. Setup: https://kaptionai.com/mcp/

Enables local Siemens NX automation from MCP clients through an interactive visual bridge or scripted batch workflows, with extended modeling tools for sketching, extruding, hole, edge blend, chamfer, and boolean subtract, plus automatic path detection.

Enables interaction with the Edgee API for managing organizations, projects, domains, components, users, invitations, and API tokens through the Model Context Protocol.

An MCP server that provides HTTP client capabilities with browser impersonation for Chrome, Firefox, Safari, and Edge across multiple operating systems. It enables tools for making authenticated web requests, handling multipart file uploads, and retrieving responses in various formats.

Enables AI assistants to drive Windows desktop automation — opening and interacting with applications, native UI controls, keyboard/mouse input, files, processes, clipboard, and Chrome/Edge browsing via UI Automation and CDP. All actions pass through a safety policy with human approval, emergency stop, and deterministic verification.

civyk-winwright is a Playwright-style MCP server for Windows desktop and browser automation. It provides 59 tools for controlling WPF, WinForms, Win32 apps, and Chrome/Edge via the Model Context Protocol. A unified automation layer connecting Claude and MCP-compatible agents to native Windows UI and web interfaces.

A Node.js server that processes mathematical calculations and natural language math queries through RESTful API endpoints.