🤖 AI与机器学习 AI 工具

Gemini Image Generator MCP Server

Documentation and examples of Model Context Protocol (MCP) use cases and applications

Make AI agent more general

Model Context Protocol (MCP) server for connecting Claude and ChatGPT with the Tempo AI API.

MCP Greeting Server offers time-aware, multilingual greetings across timezones.

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MCP_RAG enables AI clients to access a private knowledge base with RAG capabilities.

A smart home device agent app supporting MCP for chatbot operations.

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MCP Server Inference project for running and testing inference models.

AI-powered medical education assistant for African students. First MCP integration with African telecoms (MTN, Airteltigo) for data bundles, SMS notifications, and intelligent study reminders. Natural language interface supports English, Pidgin, Twi, and Swahili. Scrapes WHO, CDC, PubMed for disease info and generates personalized quizzes.

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MCP server for clude-bot persistent memory SDK

MCP server to analyze YouTube, TikTok & Instagram videos from URL — transcripts, AI insights, tutorial extraction

Hands-on workshop teaching LLMs temporal awareness using MCP.

(BACKEND )An MCP-compatible vector search server built in Go, powered by Pinecone and OpenAI.

Enhances LLM agents with a Model Context Protocol layer for contextual reasoning and structured task execution. Includes agents that interact with semantic technologies (e.g. RDF, OWL, SPARQL), enabling hybrid symbolic-neural workflows.

A generative AI agent for searching song lyrics online, built with MCP.

Sample showing how to use the Box MCP hosted server with Anthropic's Messages API

Rag with MCP server

CUI-X-FreeAS is a next-gen Agent framework for automated task execution.

AAP MCP Server in Python using FastAPI for model serving.

元技能框架，用于系统化创建、安装和管理AI Agent人格技能包，支持人格模板的全生命周期管理与复用。

支持事实库、向量嵌入、BM25、知识图谱四源融合的Agent记忆管理工具,100%本地Ollama部署,无需API密钥,适合隐私优先场景。

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 providing OCR capabilities to LLMs via Google Cloud Vision API - Read scanned PDFs, handwritten text, and images with any orientation

三合一记忆系统：百度Embedding自动召回+Git-Notes结构化记忆+文件工作区搜索，实现本地隐私的跨会话持久上下文。

A Node.js app for scraping AI news and interacting with MCP.

# Text-to-Image MCP Implemented with Flux-Schnell

MCP server for generating high-quality images from text using FAL.ai.

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

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

A Go implementation of the Model Context Protocol (MCP) sequential thinking

基于智谱GLM-4V/4.6V的视觉理解能力,支持图像识别、视频分析、图表解读、多模态对话,适配国内应用场景。

基于阿里云百炼Qwen Image 2.0，支持文生图与图生图，专为电商促销图、商品主图及营销素材生成，提供Python API、CLI及ComfyUI节点

TranscriptAPI MCP - Get YouTube Transcript Inside ChatGPT, Claude and more...

MCP-CHAT-AI is an LLM application integrated with various MCPs.

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🧠 Advanced Memory System for Claude Desktop - MCP Server with CosmosDB, RAG, and intelligent entity extraction

This is MCP version of AgentEval project

Agent bridge core for VETKA: unified tools, validation, and response contracts across MCP and runtime adapters.

A structured problem-solving API using AI for intelligent insights.

封装火山引擎豆包Seedream图像生成与Seedance视频生成API，支持文本/图片输入，含视觉理解、任务管理及配置管理全流程功能。

A collection of MCP servers for integrating computer vision with language models.

MCP server for asynchronous video generation using AWS Bedrock.

Real-time conversational chatbot using Streamable HTTP, Semantic Kernel, and Azure OpenAI to discover and serve food recipes via an MCP server.

通过Runware API接入FLUX、Stable Diffusion、Kling等顶级模型,支持文生图、图生图、放大、文生视频、图生视频等多种生成能力,满足创意内容快速生成需求。

MCP Sequencer is a project management tool for LLM workflows with dual interfaces.

Custom LibreChat deployment with MCP servers for production use

🎙️ MCP Speech-to-Text Server with Enhanced Cantonese Support | Offline Vosk + Online Google Cloud | Auto-detection for zh-HK | n8n workflows | Hong Kong optimized 🇭🇰