🤖 AI与机器学习 AI 工具

The Model Context Protocol (MCP) enables LLMs to interact with external tools through a structured architecture.

腾讯混元3.0生图API,支持文生图与图生图双向转换,智能理解中文描述生成高质量图片,可集成至内容平台与设计工具。

A demo of Retrieval-Augmented Generation (RAG) application with MCP server integration.

A simple MCP (Model Context Protocol) server that provides text-to-speech conversion capabilities, written in TypeScript.

MCP Tool analyzes thoughts using a command-line interface.

A curated compilation of Model Context Protocol (MCP) servers assembled by Waqas from various sources including ChatHub and mcpservers.org

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。

An open-source Python Toolkit for creating and querying a Qdrant-powered knowledge base from web sources, designed for LLM augmentation and RAG applications (FastAPI & MCP).

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

🧠 LLM Validation Platform: Advanced testing frameworks with DeepEval, Playwright MCP, OpenLLMetry observability, Neo4j knowledge graphs, and Burr+pytest TDD workflows

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

🦜🔗Langchain MCP practice

Proofly MCP Integration

为OpenClaw快速配置MiniMax模型源，支持API Key和OAuth双接入方式，包含完整的provider注册、模型定义、别名配置和fallback链路

MCP server for collaborative AI debates, enabling consensus on prompts.

a sample for ai agent with mcp

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

A digital twin MCP server that evolves personality and manages memories.

Ichiro-Mind是AI智能体统一记忆系统,采用HOT-WARM-COLD-ARCHIVE四层架构,集成神经图谱、向量搜索和经验学习能力,支持长期记忆管理和智能检索。

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

MCP-Protocol is a Go implementation for standardized AI model communication.

Imagician is a fast MCP server for online image editing and remixing.

An MCP server for intelligent educational program recommendations using PostgreSQL.

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集成40+AI模型的多模态内容生成平台。支持视频、图像、音频、音乐生成,涵盖Kling、Sora、Veo等最新模型,为创意工作者提供一站式解决方案。

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。

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

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

An MCP (Model Context Protocol) server that provides healing harmonic 🎶 frequencies for therapeutic and wellness applications. This server offers access to well-known healing frequencies, experimental calculations, and innovative frequency generation methods.

MCP client using Bedrock Converse

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

a open source multiple model mcp client. under developing

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。

MCP-Service exposes tools via Model-Context-Protocol for OpenAI Agents.

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

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.

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

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

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

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

自动解析学术论文,提取核心内容,生成专业演示幻灯片。支持PDF和arXiv链接,一键转化。

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

MCP Sampling Demo

Ai Foundry AI Agent MCP Server Example

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

MCP-Launchpad is a hub for easily deployable MCP servers, optimized for AI-agents.

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.