🤖 AI与机器学习 AI 工具

Examples demonstrating MCP for context exchange between AI models.

A Model Context Protocol (MCP) server that connects to the Spotify Web API, enabling AI agents in Microsoft Copilot Studio to search for artists, retrieve top tracks, and get album information.

Based on simple-chatbot example of mcp python-sdk

Integrates multiple MCP servers for automated browsing and data retrieval.

MCP server for amazing marvin.

Integrates multiple MCP servers for automated browsing and data retrieval.

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A curated list of awesome Model Context Protocol (MCP) servers.

Advanced MCP server integration for Home Assistant enabling AI-powered automation.

A demonstration of the Model Context Protocol (MCP) with weather and time services

Build multi-agent orchestrator framework with Tools and MCP capabilities

A joke LLM MCP Server for counting letter occurrences in words.

McpPaywall is a middleware for MCP servers enabling privacy-preserving micropayments.

Perplexity AI MCP Server enables easy access to Perplexity AI API for chat, search, and documentation.

Claude-MCP is an AI assistant for real-time web searches and reasoning.

Vocabulary Service using Model Context Protocol (MCP)

OpenAI MCP Server offers secure access to GPT-5.2 via AWS Lambda with full MCP support.

An MCP server for Grok AI models that actually works. Built using my Superprompt System.

API for generating images of children's footwear up to 14 months.

Tavily MCP Server for Cline

Model Context Protocol (MCP) server for Forward Email. Connect AI assistants to your inbox.

MCP Server connects real-world data to LLMs for enhanced prompt responses.

NijiVoice-MCP enables LLM access to the NijiVoice API for text-to-speech synthesis.

LLM workflow that retrieves relevant research papers from Arxiv. Integrated with Cursor via MCP.

MCP server and AI agents

本地优先的智能体记忆系统,集成艾宾浩斯遗忘曲线算法、BM25+语义混合搜索、MCP工具集成,支持文件导入和置信度追踪

MCP Anthropic integrates Claude Desktop with weather service examples.

FFMpeg MCP Server provides audio processing tools for AI clients.

A strategy for integrating Anthropic Model Context Protocol to dify.

多线程对话架构框架，主代理前台实时响应，子代理后台并行处理任务，支持打断、状态追踪、两阶段审查与任务监控，提升复杂AI工作流效率

End-to-end ML platform for experts: LLM (RAG + MCP) integration for automated and domain-aware production-ready ML model deployments with monitoring and evaluation.

A Python script for analyzing images using Google Gemini 2.5 Pro API.

MCP server for generating images from text using Tencent Hunyuan API.

# A Book of Wisdom A book that provides random and philosophical answers to your questions.

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Ask-MCP is an interactive Q&A tool that enables AI to dynamically ask users questions during conversations.

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ai_dev_mcp is a server for managing AI development projects.

为OpenClaw代理提供本地化、防崩溃的持久记忆系统。支持语义搜索、项目管理和细粒度权限控制,替代原生记忆模块。

MCP server and AI agents

MCP_starter contains coursework and tools for Model Context Protocol learning.

MCP server for searching and managing Model Context Protocol servers.

A lightweight MCP server offering Canvas tools for AI assistants.

Transistor MCP server implementation for use with your LLM

An MCP server for AI assistants to access Transformerlab features.

MCP-Server-Panel gathers various MCP servers for learning and LLM applications.

A server providing access to LangSmith's extensive AI prompt library.

The commerce-centric demo shown live at Paypal Dev Days 2025 on 4/29. Featuring Paypal Agent Toolkit & MCP server with Google's Agent Development Kit (ADK)

Model Context Protocol (MCP) Server for Mistral OCR API

基于Claude AI的交易策略回测专家,提供系统化的策略开发、压力测试、风险验证指导,支持多维度性能分析和优化建议。