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MCPWeb APIMCPAI

A wrapper for stdio-based MCP servers that adds debugging, tool name prefixing, and environment management.

A comprehensive Model Context Protocol (MCP) server that enables dynamic AI persona management with an integrated GitHub-powered marketplace. DollhouseMCP allows Claude and other compatible AI assistants to activate different behavioral personas while supporting community sharing and monetization.

MCP Zero represents a fundamental shift from cloud-dependent systems to edge-first intelligence, establishing a pattern where connectivity enhances but doesn't dictate functionality. The infrastructure prioritizes resilience, autonomy, and operational continuity in environments with unreliable connectivity.

A production-ready, SaaS-oriented Model Context Protocol (MCP) server implementation for PHP. Built with enterprise-grade features including OAuth 2.1 authentication, real-time Server-Sent Events (SSE), and comprehensive tool management.

A modern React frontend for interacting with Model Context Protocol (MCP) servers and LLM agents.

A Model Context Protocol (MCP) server that provides access to TRON blockchain data via the TronScan API. This server allows you to query account information, transaction history, token balances, and transaction details for TRON addresses.

This project implements a Model Context Protocol (MCP) server that provides weather information services. It leverages the National Weather Service (NWS) API to fetch weather alerts and forecasts, and exposes them as tools that can be used by MCP clients like Claude.

A Model Context Protocol (MCP) server for TimescaleDB Cloud that provides secure access to PostgreSQL databases.

Automated code review for Claude Code using the Model Context Protocol (MCP)

This Repo is used for the migration accelerators to infuse AI by creating an AI Agent that uses MCP server

Monitor automtico AFIP con alertas proactivas y compliance checker desarrollado usando Model Context Protocol (MCP).

A modular API service for reading and summarizing Outlook emails using Microsoft Graph API and AI-powered summarization.

MCP memory server for AI assistants - Remember conversations across sessions

Under Development

Create Powerful AI Agents using local or remote AIs

Welcome to the SSH AI Chat repository! This project allows you to interact with an AI over SSH. It's a simple and effective way to access AI capabilities directly from your terminal.

This project demonstrates a simple client-server interaction model using a custom protocol similar to the Model Context Protocol (MCP). It's built with TypeScript and Node.js, and showcases a basic tool-execution chat system between client and server.

MCP (Model Context Protocol)

A plugin-based desktop launcher built with Tauri. Compile exactly the tools you need with 0.9s incremental builds.

MQTT MCP Server with configurable transport options via CLI: STDIO (default), Streamable HTTP (recommended for web), and SSE (deprecated).

What if you could talk to your Figma designs and turn them into production code? That's what we built.

A comprehensive Model Context Protocol (MCP) server that provides access to Zilliqa blockchain documentation, API examples, address conversion tools, faucet integration, live network statistics, and automatic content fetching from source URLs.

This is an MCP server that provides access to food related data in Hong Kong through a FastMCP interface.

A Model Context Protocol (MCP) server for interacting with secondhand.com.mt, Malta's classified ads marketplace.

A powerful Model Context Protocol (MCP) server that provides full administrative control over your Supabase PostgreSQL database through both Cursor's Composer and Codeium's Cascade. This tool enables seamless database management with comprehensive features for table operations, record management, schema modifications, and more.

This example allows you to deploy a remote MCP server that doesn't require authentication on Cloudflare Workers.

A Model Context Protocol (MCP) service that provides ast-grep functionality for structural code search and transformation. This service enables AI assistants to perform sophisticated code analysis and refactoring with token-efficient diff-based responses.

xmcp is a framework for building and shipping MCP applications with TypeScript. Designed with DX in mind, it streamlines development and lowers the barrier to entry for anyone looking to create and deploy powerful tools on top of the Model Context Protocol ecosystem.

Debug Adapter Protocol (DAP) tools for Model Context Protocol (MCP).

Easily install the Azure DevOps MCP Server for VS Code or VS Code Insiders:

A comprehensive web application that allows users to upload various file types and interact with them through an AI-powered chatbot using Azure cloud services.

A Model Context Protocol (MCP) server for interacting with the BioPortal API to search and retrieve ontology terms.

This project provides a Model Context Protocol (MCP) server designed to function as a robust, external "working memory" or "task manager" for Large Language Models (LLMs) and AI Agents. It is not intended for direct human use but rather as a critical backend tool that enables AI to reliably execute complex, multi-step tasks.

A Rust-based client/server application designed to streamline interactions with various large language models (LLMs) through a unified, context-aware framework.

This is a MCP server to provide mermaid js validation tools and prompt for MCP client

Welcome to the Official Docker MCP (Model Context Protocol) Registry! This repository serves as a curated catalog of MCP servers that can be easily discovered, deployed, and integrated with any MCP Client and compatible with Docker tooling.

mcp

A Model Context Protocol (MCP) server that provides safe, read-only database access to Large Language Models (LLMs). This enables LLMs like Claude to explore database schemas, sample data, and execute SELECT queries through a standardized interface.