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A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server.

MCP Server for Computer Use in Windows

An MCP (Model Context Protocol) server that brings powerful AWS FinOps capabilities directly into your AI assistant. Analyze cloud costs, audit for waste, and get budget insights using natural language, all while keeping your credentials secure on your local machine.

A server using FastMCP framework to generate images based on prompts via a remote Comfy server.

Plane's Official Model Context Protocol Server 🔌 ⌨️ 🔥

A Spring Boot application exposing OWASP ZAP as an MCP (Model Context Protocol) server. It lets any MCP‑compatible AI agent (e.g., Claude Desktop, Cursor) orchestrate ZAP actions—spider, active scan, import OpenAPI specs, and generate reports.

Open-source meeting transcription API for Google Meet, Microsoft Teams & Zoom. Auto-join bots, real-time WebSocket transcripts, MCP server for AI agents. Self-host or use hosted SaaS.

A community driven registry service for Model Context Protocol (MCP) servers.

A standardized framework for enhancing how LLMs process and respond to prompts through composable decorators, featuring an official open standard specification and Python reference implementation with MCP server integration.

Enable question answering workflows with a simple agent setup. Facilitate automated responses to queries using predefined workflows. Streamline information retrieval and processing for end-users.

Connects MCP to major 3D printer APIs (Orca, Bambu, OctoPrint, Klipper, Duet, Repetier, Prusa, Creality). Control prints, monitor status, and perform advanced STL operations like scaling, rotation, sectional editing, and base extension. Includes slicing and visualization.

Instant, accurate Unreal Engine API lookups instead of expensive source file reads, saving your agent tokens, context, and hallucinations.

Supercharge AI Agents, Safely

A minimal Rails API template for creating MCP (Model Context Protocol) servers with robust tool execution capabilities and examples.

A Model Context Protocol server that provides access to Shodan API functionality

A MCP client for browser-use

Dynamic Shell Command MCP Server

A comprehensive set of samples of creating and using MCP servers and clients with .NET

An SDK building Laravel MCP servers

Skills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents