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2,135 resources
Sales data Analysis with MCP and OpenAI LLM.
This project was created by a study exploring the Model Context Protocol (MCP), applied in Python and FastAPI, aiming to understand its use.
R Huijts — MCP Servers for Google Antigravity IDE
Sample Azure MCP server in TypeScript and Python3
A template repository for creating Model Context Protocol (MCP) servers in Node.js/TypeScript. This template demonstrates how to build a simple notes management system using the MCP protocol, which can be used with LLM-powered applications.
MCP server for F1 data using API F1DB
Core library for Model Context Protocol (MCP) access control. Includes essential types, interfaces, and utility functions to build consistent authentication and authorization across MCP tools, resources, and prompts in Node.js environments.
A server that can be used to call function that give current weather status in Claude Desktop. Following this tutorial: https://modelcontextprotocol.io/quickstart/server#why-claude-for-desktop-and-not-claude-ai
Mcp Ts — MCP Servers for Google Antigravity IDE
A generic STDIO-to-HTTP bridge for [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) servers. This tool connects STDIO-based MCP clients (like Cursor, Claude Desktop) to HTTP-based MCP server endpoints.
The Model Context Protocol (MCP) project, developed by PIAIC Batch 61 Morning Boys (Team 2) and led by Wajahat Hussain, showcases an innovative approach to contextual AI. It demonstrates how MCP—an open standard by Anthropic—enables secure and streamlined connectivity between AI systems and various external data sources.
Interact with the SimpleLocalize API using AI assistants like Github Copilot, Claude, or in AI-powered IDEs like Cursor AI.
This project demonstrates how to use the [Model Context Protocol (MCP)](https://modelcontextprotocol.org/) with a Supabase backend. It provides a local development environment for experimenting with MCP, Supabase, and Postgres.
Claude Dj Mcp — MCP Servers for Google Antigravity IDE
Jenkins Mcp Server — MCP Servers for Google Antigravity IDE
A FastAPI MCP server that provides real-time weather data and forecasts for cities worldwide using natural language queries and OpenWeatherMap API.
This repository contains code and description on MCP application using Agents
This project demonstrates a simple use of the [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) to perform basic mathematical operations using a custom MCP server and a Streamlit client UI.
Enhanced MCP memory server with advanced graph operations: observation-level search, relation filtering, neighbor traversal, subgraph extraction, and path finding. Fork of @modelcontextprotocol/memory with significantly expanded query capabilities.
OAuth system in python, integrated with the official MCP Python SDK
A lightweight, Spring Boot–friendly plugin framework** to orchestrate complex AI workflows — integrating multiple LLMs, tools, and [MCP (Model Context Protocol)](https://modelcontextprotocol.io/) services with zero boilerplate
Backend implementing the Agent Framework for orchestrating agent workflows and message exchange. Acts as a content and response wrapper between Vercel-based clients and Microsoft systems, providing structured request/response handling, routing, and lifecycle management without embedding AI logic itself.
Model Context Protocol (MCP) Server for Redmine project management system
En Model Context Protocol-server (MCP) som kopplar en LLM till Riksbankens API för kronans växelkurs.
A simple AI agent that uses [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) to connect LLMs with external tools. This example uses Firecrawl for web scraping capabilities.
This is the replica of MCP Server for weather forecasting given by Anthropic Claude in their official website : https://modelcontextprotocol.io/docs/develop/build-server #opensource
the desktop application for mcp-partner(https://mcp-partner.github.io) use wails to package
voice integrated jarvis-like assistant with MCP
source code for glassBead's Advanced MCP Topics tutorial series on YouTube.
MCP server for F1 Analysis API
Advanced MCP server for computing CO₂e emissions from electricity and gas usage, exposing tools and prompts via JSON-RPC for seamless LLM integration.
A starter MCP server in C# using the official ModelContextProtocol SDK 0.5.0-preview.1. Features tools, resources, prompts with annotations and enums.
An MCP server for the Podbean API
A modular framework for building multi-agent reasoning systems using the [A2A protocol](https://github.com/google/a2a) and [MCP tools](https://modelcontextprotocol.io/).
MCP Agent is a framework that integrates MCP tools with LLM clients. It provides a structured way to build MCP tools using large language models, handling tool integration and client management while letting developers focus on business logic.
**mcp-adapter** is a production-grade CLI tool for discovering, installing, and running [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) servers through a unified interface.
Bu proje, .NET 10 üzerinde Model Context Protocol (MCP) sunucusu oluşturmanın temellerini gösterir.
Mcpifier is a zero-code MCP (Model Context Protocol) gateway that exposes an existing REST API as an MCP server
MCP Server written in C# for adding weather capabilities to LLMs/MCP Clients
Client transport alternative of @modelcontextprotocol/sdk/client base on sse.js. The main purpose is make it working on React Native with llama.rn.
The worker version of BaSB-MCP, which can be easily deployed as Cloudflare Worker.
My first MCP (Model Context Protocol) server
Seamlessly access ShadcnSpace UI blocks into your editor using MCP
MCP Twitter X — MCP Servers for Google Antigravity IDE
Model Context Protocol (MCP): Hands-On with Agentic AI
Example project for getting started with ModelContextProtocol (MCP) in .NET. Includes setup instructions and a basic "Hello World" application using MCP Inspector.
A Model Context Protocol (MCP) server allowing URL indexing requests via the IndexNow protocol. This server acts as a bridge, enabling MCP-compatible clients (like IDEs or AI assistants) to submit URLs to search engines using the IndexNow protocol for potentially faster content discovery and indexing.
Model Context Protocol server for advanced RAG with Knowledge Graphs
A CLI MCP client working with OpenAI models
Um servidor MCP para indexar e consultar a documentação de tailwindcss.com