🤖 AI与机器学习 AI 工具

A Python demo comparing UTCP and MCP for AI integration with APIs.

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Explore clean, cutting-edge Generative-AI code—innovate, learn, and build the future of intelligent applications.

基于规则和LLM的灵活数据质量评估框架,支持多格式数据,提供CLI和SDK接口,专注AI训练和RAG数据验证。

MCP-exercise-analyzer analyzes 3D joint data for yoga pose feedback and exercise tracking.

Dual-mode screen sharing and analysis. Model-agnostic (Gemini/Claude/Qwen3-VL).

OtterBridge is a lightweight, mcp server for connecting applications to various Large Language Model providers.

Agno MCP provides an OpenAI-compatible API for calendar management via natural language.

Repositorio con la información de la charla sobre agentes, ia y mcp-servers para econova

Peer Review MCP enables AI agents to collaborate and seek feedback from LLMs.

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A lightweight MCP server implementation for accessing OpenAI's o3 model via Poe API

MCP Server for AI image generation and editing using OpenAI's GPT-image-1.

High-performance hierarchical memory library for AI agents in Nim.

Gemini MCP-Server

qagent-mcp offers a simpler Q&A solution using MCP for better scalability and maintainability.

Qi Men Dun Jia MCP offers precise insights for fortune-telling and event analysis.

MCPServer is a Python server for speech processing using FunASR, offering audio validation, transcription, and VAD.

MCP Weather Sample integrates weather services with AI models in a client-server architecture.

MCP server for DuckDuckGo search integration with LLMs, now replaced by mcp-omnisearch.

A web search tool and API powered by DuckDuckGo, Gradio, and MCP, providing both a user-friendly web interface and Claude Desktop tool integration. It fetches web search results, extracts summaries, and retrieves the full content of web pages in markdown format.

Volcengine ImageX MCP integrates image processing into LLMs via Model Context Protocol.

A chatbot leveraging local LLMs for interactive conversations on MCP Server.

A server that aggregates tools from MCP servers and finds the best one for you.

A Model Context Protocol (MCP) server based on the Azure OpenAI gpt-image-1 model, implemented using the Streamable HTTP Transport of the official MCP SDK, providing powerful image generation and editing capabilities for AI assistants.

yarr-mcp provides FastMCP servers for interacting with Plex and media applications via MCP.

MCP Interactive is an interactive MCP server with an Electron interface for enhanced LLM coordination.

mcp-blackboard is a lightweight memory server for MCP, enabling AI agents to share context and results.

Demos of Generative UI

A server that extracts transcripts from YouTube videos.

Fastchat MCP is a chat server designed for efficient communication.

Repository for Mastering Agent Communication Protocol (ACP) and MC

MCP-Course is a platform for managing and delivering online courses.

集成ElevenLabs API，提供AI文字转语音、声音克隆、音效生成及音频处理，托管鉴权开箱即用，适合内容创作与开发场景。

MCP Handoff Server facilitates AI agents' work transfer with structured documentation and progress tracking.

Limitless MCP connects Limitless Pendant data to AI assistants via MCP.

A Model Context Protocol (MCP) server for integrating the Pinterest API with AI agents and LLMs.

Speechlab MCP is a server for speech processing applications.

Haloscan MCP Server enables SEO API integration with tools like Claude and N8N.

mcp-playground demonstrates using open-weight models for function calling with OpenAI Agents SDK and MCP servers.

A Python demo using MCP server for AI-human collaboration on legal queries.

MemCP enables AI assistants to have persistent memory across conversations.

An MCP server that enhances creative thinking with a unified tool for 6 methods.

Guide for registering Watsonx.ai Agents in MCP Gateway with demos and API methods.

Dify Doc MCP Server integrates Dify knowledge base for AI access and retrieval.

通过Spring AI将Dify工作流配置为MCP Server的实现

FreeSearch MCP Server offers free web search and smart summarization via DuckDuckGo API.

Persistent local cognitive memory for OpenClaw via a Node adapter and FastAPI engine.

聚合14个注册表中72000+AI Agent，支持统一搜索、即时对话和自主注册，打造Agent互联互通的入口级工具。

🎨 Pollinations MCP Server - Connect AI agents to Pollinations.ai for image & text generation via Model Context Protocol with SSE support