🤖 AI与机器学习 AI 工具

Beginner-friendly MCP servers by Here and Now AI.

An introduction to agentic AI, MCP server development, and SLM fine-tuning - in easy to follow Jupyter notebooks.

Azure AI Foundry agent exposed as an MCP server on Azure Functions.

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Git4GenThinking is a repository for a generative thinking and AI knowledge workflow course aimed at real work scenarios. Through structured input, prompt design, workflow templating, and the encapsulation of the Cherry assistant, learners progress from "being able to make AI answer" to "being able to make AI work," ultimately building a runnable ModelScope MCP intelligent entity.

MCP integrates Ollama AI and Redis Vector DB for multi-agent control, deployed via Kubernetes.

A Compute-Agnostic, WebSocket-first protocol for AI Agents. The high-performance alternative to MCP. Runs on Serverless or stateful servers with sub-30ms latency.

A multi-language AI framework for distributed workflows and agent communication.

A tool for integrating biomedical queries into LLM workflows using TRAPI.

A practical POC demonstrating how to build and run a local MCP server with Retrieval-Augmented Generation (RAG) for semantic search over internal documentation. Leverages Node.js, TypeScript, Hugging Face embeddings, and an in-memory vector store to enable fast, context-aware answers in tools like Cursor.

智能LLM路由引擎,自动分发任务至Claude/GPT/Gemini/DeepSeek/Kimi,级联策略降成本60-85%,即插即用。

ChatTron is an Electron-based AI chat app designed for MCP clients.

基于任务复杂度、成本、能力需求智能选择最优模型,为多模型应用降低推理成本,提升响应速度。

30-day program to master RAG and MCP for AI consulting revenue.

a open source multiple model mcp client. under developing

A mcp server for storing and managing user context for ai apps via api

Kling AI官方Skill，支持文本生成视频、图像生成、素材库管理。一键调用，快速生成高质量视频内容，赋能内容创作者提升效率。

🧠🏠 AIDomesticCoreAIJ Domestic & Enterprise AI Core Platform AIDomesticCoreAIJ is a foundational Artificial Intelligence core designed to power domestic, enterprise, and decentralized AI systems. It acts as an AI operating core, enabling intelligent agents, reasoning pipelines, automation workflows, and multi-model orchestration at scale.

A Python MCP server that fetches and summarizes research papers from arXiv.

# Zhishanyuan Dao MCP Server Zhishanyuan Dao MCP Server is the first nutrition meal platform in China that supports the MCP (Meal Control Protocol) protocol.

End-to-end, hands-on practice repo for the GenAI Systems Bootcamp. This repository tracks your journey across the full GenAI application stack—prompting, embeddings/vector DBs, RAG, agents (LangChain, LangGraph, CrewAI, Autogen), MCP, automation (n8n), deployment, and MLOps.

LangChain MCP demonstrates a restaurant interaction tool using Model Context Protocol.

MCP Sampling Demo

SAIP-Sei-AI-Agent is a comprehensive platform for intelligent blockchain applications.

rag using Ollama as emebddings, gemini as LLM and MCP server for agentic use

A lightweight MCP server for managing prompt files with real-time updates.

Know Your Agent — An open standard for AI agent identity, compliance, and auditability

MCP server enabling access to DeepSeek-R1's reasoning for enhanced LLM responses.

LangGraph 1.0完整指南,涵盖ReAct智能体、状态图设计、工具集成等核心能力,助力开发者快速构建生产级Agent应用。

通过fal.ai API一站式调用FLUX、SDXL图像生成、视频合成及Whisper语音转录等多模态AI能力，快速集成生成式AI功能。

A reflection journaling MCP server with PostgreSQL integration for AI assistants.

通过MCP协议对接fal.ai平台，支持搜索、浏览和运行图像、视频、音频、3D等多模态生成式AI模型，一键生成多媒体内容。

List of skills.md for Claude. Usage for Claude, MCP and Plugin

Comprehensive Model Context Protocol client enabling AI applications to connect with external tools and services. Features streaming support, multiple LLM integrations, and modular architecture for seamless AI-tool communication.

Guía paso a paso para crear y orquestar agentes IA con arquitectura MCP usando Python, FastAPI y LLMs — de cero a experto.

MCP Server provides access to European cultural heritage collections and artworks.

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A centralized workspace for managing and orchestrating AI skills, including internal, team, and open-source capabilities, with MCP and agent support.

MCP-Turkish-Sentiment-analysis provides sentiment analysis for Turkish text via Gradio.

MCP Server connecting AI assistants to Limitless AI lifelog data for personal memory access.

Agent-MCP is a framework for creating multi-agent systems that enables coordinated, efficient AI collaboration through the Model Context Protocol (MCP). The system is designed for developers building AI applications that benefit from multiple specialized agents working in parallel on different aspects of a project.

IVA_MCP is an Intelligent Video Analytics Server providing API for video data analysis.

Ai Foundry AI Agent MCP Server Example

A Model Context Protocol (MCP) server that provides Kimi AI tools for technical discussions and architectural reviews.

A scalable platform for Retrieval-Augmented Generation with MCP and Graph RAG features.

MCP server for generating images and videos using Google's Gemini AI models.

full mcp and ai ecosystem

AgentGo MCP Service provides secure authentication and data queries for AI agents.

Model Context Protocol server for image handling