🤖 AI与机器学习 AI 工具

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

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

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

A production-ready MCP server for multi-agent coordination using swarm intelligence.

🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, distributed swarm intelligence, RAG integration, and native Claude Code support via MCP protocol. Ranked #1 in agent-based frameworks.

MCP Video Understanding is a server utilizing Gemini API for video analysis and summarization.

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

腾讯云护照识别接口，支持中国及多国护照信息提取，包括ID、姓名、出生日期、有效期、MRZ码等，支持Base64和URL输入方式。

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

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.

Ai Foundry AI Agent MCP Server Example

A very simple MCP Server with telephony tools like voice call and sms. This MCP Server can be integrated with LLM applications. Vonage API is used for calls, SMS, Speech-to-Text and Speech Recognition.

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

MCPServer integrates face and ID images using Comfyui, saving results locally.

将AI智能体的决策、身份与上下文以记忆链形式永久存储于Autonomys去中心化网络，实现跨会话不丢失的持久化记忆重建能力。

Slides from MCP Masterclass in IT Builders 2025 - "¿Conversar o Codear? ¡MCPs en Acción en Mercado Libre!"

MCP Sampling Demo

MCP Server enables smart home device control via Model Context Protocol.

MCP server for computer vision using Ollama's local vision models

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

AI Workflow Continuity System - Remote MCP Server for Claude.ai

AITuberKit Documentation MCP server for document search with SSE and Streamable HTTP.

Comet MCP Server enables integration with Comet ML for experiment tracking and management.

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.

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.

A Python application for NotebookLM compliant with the MCP API.

MCP server for conversation context preservation using extraction-based approach

基于Vidu AI，支持文生视频、图生视频、参考生视频、图片生成、TTS语音合成及声音复刻，单API Key对话式调用，自动识别生成意图。

微信语音解析技能,识别SILK格式,本地Whisper转写,支持语音转文字、语音搜索、语音备忘等场景应用。

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

基于TRIZ理论的创新助手,通过因果链分析识别技术问题根源,系统生成创新解决方案,加速产品创新与问题求解效率。

A FastAPI-powered Pokémon battle simulator that follows the Model Context Protocol (MCP). PokéClash fetches real-time Pokémon data, simulates turn-based battles with type effectiveness and status effects, and returns structured MCP-compliant responses — complete with dynamic frontend visuals

Bridges the "black box" problem by creating a formal, inspectable decision layer. Each decision traces to explicit logical operations - no hidden states. Leverage NN perception while maintaining human-interpretable decision logic.

MultiMind-MCP-server enables AI agents to collaboratively refine ideas through debate.

Model Context Protocol server for image handling

This project provides an MCP (Model Context Protocol) server for integrating with Azure AI Agent Service.

Gemini MCP is a server for integrating Google Gemini API using Model Context Protocol.

BondMCP is a Health AI API platform for developers to analyze health data.

mcp-KIMI is a server-client project for accessing DuckDuckGo search.

NexusHub is a powerful Model Context Protocol (MCP) server that functions as a central connection point for AI workflows and tool integration.

基于智谱GLM三模型协同，高精度提取PDF/图片中的表格转Markdown、自动裁剪图表并进行深度语义理解与逻辑分析的文档解析工具

基于ComfyUI和LTX-2.3的AI视频生成框架,支持文生视频、图生视频、批量场景渲染,可自动化生成音乐视频和多场景内容。

Mem0MCP: A memory layer for personalized AI applications.

MyCastle is an ESL platform specification for school operations, featuring timetable management and AI workflows.

Model Context Protocol (MCP) is an open communication framework that allows AI models like Claude to interact with external tools. This enables Claude to access real-time data, process files, and interact with external services - capabilities not available to most LLMs out of the box.

Code for the workshop From Intelligent to Agentic Apps: Using MCP to Support Agentic Behaviors in Your Applications

针对AI Agent的JSON Schema验证框架,支持数据契约定义、类型强制、字段完整性检查,编译为高效二进制.grm文件,确保Agent输出数据质量。

A powerful research assistant built using the Model Context Protocol (MCP) that helps users search, analyze, and organize academic papers from arXiv.

A Model Context Protocol (MCP) compatible server to interact with the iExec protocol — built for Claude, agents, and AI tooling.

An MCP server LLM's can use to provide NFL player analysis