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A Model Context Protocol (MCP) tool server for OpenAI's GPT-4o/gpt-image-1 image generation and editing APIs.

H thng phn tch ti chnh thng minh s dng AI v Machine Learning

An advanced Model Context Protocol (MCP) server that integrates GitHub with Google Gemini API for intelligent code assistance and repository management.

MCPAI AI

Aplicacin de escritorio en Python (Tkinter + CustomTkinter) que acta como puente entre modelos de lenguaje (LLM, usando Ollama) y servidores MCP (Model Context Protocol). Permite interactuar con LLMs y acceder a capacidades extendidas a travs de servidores MCP, todo desde una interfaz grfica moderna y fcil de usar.

llmstudy

A Nix flake wrapping the mcp-hub CLI (version 3.4.0) a centralized manager for Model Context Protocol servers.

The ONLY MCP server that enables Claude, Cursor, Windsurf and other AI systems to fully manage Google Calendar - create, update, and delete events, not just read them!

A local-first AI-powered life coach Model Context Protocol (MCP) server that helps you track goals, manage todos, take notes, and provides daily guidance through structured prompts and intelligent tools. Your data stays on your machine - no cloud required.

A production-ready Model Context Protocol (MCP) server that revolutionizes how AI agents navigate and understand codebases. Built for high-concurrency environments with advanced database resilience, the server provides instant access to intelligent descriptions, semantic search, and context-aware recommendations while maintaining 800+ writes/sec throughput.

The ultimate AI-powered generator for llms.txt and llms-full.txt files. Leveraging advanced AI capabilities to create the most comprehensive and AI-optimized documentation that helps language models understand your project with unprecedented clarity and depth.

Welcome to the Deep Code Reasoning MCP repository! This project hosts a Model Context Protocol (MCP) server that leverages the power of Google's Gemini AI to deliver advanced code analysis and reasoning capabilities. Whether you are a developer looking to enhance your debugging skills or a researcher interested in code intelligence, this repository has something for you.

A cross-platform memory system that automatically captures and syncs context across Claude Desktop, Cursor, and ChatGPT.

A Model Context Protocol (MCP) server that provides seamless access to Last.fm listening data and music information for AI assistants like Claude.

A user service which participates in Model Context Protocol (MCP) architecture by MCP AI Service

Causal-Chat

MCP Memory is a MCP Server that gives MCP Clients (Cursor, Claude, Windsurf and more) the ability to remember information about users (preferences, behaviors) across conversations. It uses vector search technology to find relevant memories based on meaning, not just keywords. It's built with Cloudflare Workers, D1, Vectorize (RAG), Durable Objects, Workers AI and Agents.

A Model Context Protocol (MCP) server enabling AI assistants to interact with Spira by Inflectra.

A modular, async-friendly AI chatbot that demonstrates the integration of Model Context Protocol (MCP) tools with local AI models. This project showcases how to build a sales analysis agent for Contoso (a fictional outdoor gear retailer) using function calling capabilities with a locally hosted AI model.

This repository contains all the demo code, examples, and hands-on materials for the O'Reilly Live Training course "Building AI Agents with MCP: The HTTP Moment of AI?"

This MCP (Model Context Protocol) server provides video analysis capabilities using Google's Gemini AI. It allows AI assistants to analyze videos and provide detailed descriptions, identify problems, and assess how well the video meets user expectations.

A Model Context Protocol (MCP) server that serves TypeDoc-generated documentation to AI agents. This server enables AI assistants to understand and navigate TypeScript codebases through their documentation.

A Python-based client implementation for the Model Context Protocol (MCP) that enables interaction with MCP servers using Claude AI.

A Model Context Protocol (MCP) tool server for OpenAI's GPT-4o/gpt-image-1 image generation and editing APIs.

This is a sample chatbot

Connect AI tools to Storyblok instantly - use natural language to manage your CMS like magic.

Infio-Copilot is a Cursor-inspired AI assistant for Obsidian that offers smart autocomplete and interactive chat with your selected notes

Smart copy-paste operations for AI workflows - Save 60-90% tokens by avoiding full file regeneration

Generate Learning Hour content for Technical Coaches using AI. Create structured practice sessions that help development teams master technical excellence through the 4C Learning Model.

Transform your codebase into an intelligent knowledge graph for AI-powered insights

A simple AI LLM chat TUI (Text User Interface) built with Deno and TypeScript. This application provides a conversational interface to interact with Large Language Models using the OpenAI API, with support for Model Context Protocol (MCP) servers.

Welcome to the macOS Tools MCP Server repository! This project provides a Model Context Protocol (MCP) server that integrates macOS system tools directly into your LLM client. With this server, you can monitor system performance in real-time, analyze resource usage, search files with advanced patterns, and manage file tags using native macOS APIs.

Code Search MCP ("Memory Context Provider") is a lightweight service that indexes a project folder into vector embeddings and serves relevant code context for LLMs.

Welcome to the ArgoCD MCP Server repository! This project focuses on enabling GitOps continuous delivery for Kubernetes using the Model Context Protocol (MCP) and Generative AI (GenAI).

Connects Node-RED to LLMs via the Model Context Protocol (MCP) for intelligent AI workflows.

Sistema completo de verificacin climtica con comunicacin Agent-to-Agent (A2A) usando PydanticAI, OpenAI, y Weather MCP.

This is the repo I will use to create PRs when completing the Hugging Face MCP Course

A comprehensive and powerful Model Context Protocol (MCP) server for Hugging Face Hub operations, featuring 18+ specialized tools, AI workflow automation, and extensive ML capabilities.

2025

The artinet SDK is a Full Stack Agent builder written in TypeScript for node.js that aims to simplify the creation of interoperable AI agents. Learn more at the artinet project.

ArtificialIntelligence: Agenetic AI, RAG and MCP

Most serving engines serve one model with rigid abstractions. LitServe lets you serve any model (vision, audio, text) and build full AI systems - agents, chatbots, MCP servers, RAG, pipelines - with full control, batching, multi-GPU, streaming, custom logic, multi-model support, and zero YAML.

A local, very basic, text-to-sql agent powered by Llama and MCP.

ExcelMCP - FastMCP

A Python-based MCP server implementing causal inference analysis on synthetic customer spending data. Uses DoWhy for causal effect estimation and FastMCP for exposing causal tools. Enables interactive causal analysis with treatment and outcome variables from program signup data.

A Rust implementation of the Model Context Protocol (MCP) for building AI-integrated applications.

A Model Context Protocol (MCP) server that parses HAR (HTTP Archive) files and displays requests in a simplified format. This tool is designed to be used with AI assistants through the MCP protocol.

A comprehensive Model Context Protocol (MCP) server that provides full Twitter API functionality with HuggingFace AI integration for enhanced social media automation and content creation.

Connect Claude Code with Google's Gemini AI for powerful AI collaboration. Ask Gemini questions, get code reviews, and brainstorm ideas - all within Claude Code!

A Model Context Protocol (MCP) server that enables LLMs to interact with Phabricator for task management and code review workflows.

AI MCP

A Model Context Protocol server that provides access to Y Combinator's company directory. This server enables LLMs to search through YC companies and retrieve detailed information about specific companies, including founder details, company metrics, job postings, and recent news.

A Claude Code MCP server that adds text-to-speech and voice cloning capabilities to your Claude sessions.

A Model Context Protocol (MCP) server that provides Claude with access to AI prediction data from the aiprediction.us API.

MAVProxy MCP (Model Context Protocol) Server enables AI assistants to interact with ArduPilot systems through MAVProxy.