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Model Context Protocol (MCP) AI- . MCP , (tools) AI-, .

Are you interested in building an MCP server? What about an MCP client? Where would you like to run the MCP server - localhost or Azure? Let's build and deploy them!

Like cURL but for MCP.

Let's get a remote MCP server up-and-running on Cloudflare Workers complete with OAuth login!

An MCP (Model Context Protocol) server that provides access to AnswerRocket's analytics and insights platform. This server automatically creates separate MCP servers for each copilot in your AnswerRocket instance, allowing dedicated, focused interactions with individual copilots through LLM clients.

A powerful MCP (Model Context Protocol) server that enables Claude to interact with Telegram channels and groups. This server provides both web scraping and direct API access to Telegram content.

APIMCPModel Context ProtocolAPI15IPURL

MCP mock coding

An MCP (Model Context Protocol) server providing a simple wait tool.

MCP Vacuum is an AI agent developed in Python 3.12, designed to automatically discover MCP (Model Context Protocol) servers, manage authentication (including OAuth 2.1 with PKCE), and convert their tool schemas into Kagent-compliant formats. It is built using an architecture inspired by the Google Python Agent Developer Kit (ADK) principles, featuring a hierarchical system of specialized agents.

This project enables non-technical users to edit images with GIMP through simple conversational commands, bridging the gap between GIMP's powerful capabilities and natural language interaction. It also allows professionals to execute complex multi-step workflows faster than traditional point-and-click methods.

MCPChain brings the Model Context Protocol to Web3 by anchoring agent tools, trust registries, and attestable executions on-chain.

Snowfort Circuit MCP is a comprehensive Model Context Protocol (MCP) server suite that enables AI coding agents to automate both web browsers and Electron desktop applications with unparalleled precision and flexibility.

This guide covers steps required for setting up a Python project for MCP Server, writing MCP server tools, initializing the MCP environment, and correctly installing and configuring the MCP server.

The Model Context Protocol allows applications to provide context for LLMs in a standardized way, separating the concerns of providing context from the actual LLM interaction. This TypeScript SDK implements the full MCP specification, making it easy to:

This is an MCP server that provides access to government development, geography and land information data through a FastMCP interface.

Pentest MCP is an agent made up of a bunch of MCP servers meant for automated discovery and exploitation of security vulnerabilities using natural language and LLMs.

Resource Agent for exposing documentation via MCP

A Model Context Protocol (MCP) server that provides file system operations through a standardized API. Mainly just doing this so I can prototype and integrate error logs into mcp clients.

An AI-powered ERPNext application builder that leverages Claude Hooks and advanced context engineering to generate complete ERPNext applications from PRDs or templates.

MCP (Model Context Protocol) . Python Flask HTTP .

MCP (Model Context Protocol)

Beelzebub is an advanced honeypot framework designed to provide a highly secure environment for detecting and analyzing cyber attacks. It offers a low code approach for easy implementation and uses AI to mimic the behavior of a high-interaction honeypot.

A simple Model Context Protocol (MCP) server implementation in Python that demonstrates core MCP functionality with easy extensibility.

Python MCP server for local interactions with the QuantConnect API.

We build reliable servers thoughtfully designed for MCP Client-powered workflows.

Now that you've got the basics of MCP down, it's time to dive deeper into the MCP features that will help you build more advanced AI connected apps.

An MCP (Model Context Protocol) server for interacting with the Trading Simulator API. This server enables AI models like Claude to check balances, check prices, and execute trades via an MCP-compatible interface.

Flutter MCP Service v2.0 offers advanced development tools using the Model Context Protocol (MCP). This version focuses on intelligent caching, efficient token management, and seamless integration with official documentation. It aims to enhance your Flutter development experience, making it faster and more reliable.

MCP con Python para LM Studio

FastGPT FastMCP AI

mcp

This is an MCP server that provides access to government security incident data through a FastMCP interface.

This repo is in a DRAFT and playground state!

The Watsonx.data Document Library Retrieval MCP Server is a Model Context Protocol (MCP)-compliant service that seamlessly connects AI agents with document libraries in watsonx.data, enabling intelligent data retrieval and interaction.