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Kernel-level sandboxing for LLM agent tool calls made through the Model Context Protocol (MCP).

"The question is not what you look at, but what you see." — Henry David Thoreau

Ollama MCP is a tool for connecting Ollama-based language models with external tools and services using the Model Context Protocol (MCP).

mcp4k is a compiler-driven framework for building both clients and servers using the Model Context Protocol (MCP) in Kotlin.

This is a Model Context Protocol (MCP) server that converts Figma designs to React components. It provides tools for fetching Figma designs and generating React components with TypeScript and...

An example personal assistant built with Mastra and MCP (Model Context Protocol) that helps with various daily tasks and information management.

A TypeScript library that bridges OpenAI's Realtime API with Model Context Protocol (MCP) servers, enabling voice-driven tool execution.

🪐 ✨ AI Agents for JupyterLab with 🛠️ MCP tools - Chat interface for intelligent notebook interaction, code execution, and workspace management.

A conversational AI agent and voice assistant application built with the LiveKit Agents framework, capable of using Model Context Protocol (MCP) tools to interact with external services for SRE and...

A collection of AI-assisted automation tools for and , built around the Model Context Protocol (MCP).

Skill and MCP server for searching and retrieving icons

Reference servers that demo how authentication works with the current Model Context Protocol spec.

This repository demonstrates building an MCP (Model Context Protocol) server with HTTP transport and JWT authentication, progressing through iterative steps.

飞书MCP服务器是一个基于Model Context Protocol的服务,提供飞书API集成,使AI模型能够轻松与飞书服务交互。

A Model Context Protocol (MCP) server that connects Claude directly to your Shopify store. Manage products, orders, customers, collections, inventory, and fulfillments — all through natural language.

This project demonstrates how to build a multi-agent system using Agent-to-Agent (A2A) communication with the Model Context Protocol (MCP).

MCP is a Go implementation of the Model Context Protocol — a standardized way for applications to communicate with AI models.

is a powerful tool that automatically detects APIs in existing projects and transforms them into Model Context Protocol (MCP) servers.

WeMake AI delivers production-ready Model Context Protocol (MCP) servers designed for enterprise environments, with a focus on GDPR compliance, German healthcare standards, and zero-downtime...

A centralized gateway for managing and connecting to multiple MCP (Model Context Protocol) servers. Provides secure, scalable access to MCP servers with SSO authentication, session isolation, and...

A lightweight CLI tool to easily configure and initialize MCPs for Claude Code.

This is a simple example of how to use the Model Context Protocol (MCP) with OpenAI's API to create a simple agent acting from a chat context.

Generate an MCP for any web app

This repo showcases how to build Model Context Protocol (MCP) servers using Azure Cosmos DB. Explore ready-to-run samples in multiple programming languages including TypeScript,GoLang and Java.