🤖 AI与机器学习 AI 工具

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

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

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

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

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

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。

MCP server for Sinawali-Showdown for memory mesh on creating RPG contents. and MCP agent on the backend.

统一媒体生成网关，支持图像、视频、音频、音乐、3D及模型训练，动态发现工具，兼容API Key与x402两种鉴权方式，适配AI Agent调用场景

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.

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

MJ-MCP is an MCP server that integrates Midjourney's AI image generation with Claude Desktop.

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

MCP Memory Server offers intelligent memory management for AI applications using advanced vector storage.

Demos of Generative UI

Local TTS MCP server for high-quality, privacy-first text-to-speech synthesis.

Repository for Mastering Agent Communication Protocol (ACP) and MC

MCP server for Claude Desktop allowing sharing files to Google's Gemini AI models via API for analysis and then response retrieval to Claude Desktop for further processing

MCP Demo showcases an end-to-end integration of SLMs for cost-effective AI solutions.

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

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

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.

A simple environment for playing with AI agents using MCP.

MCP server offering tools for ML workflows, including bash, text editor, and GPU support.

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

Sorena MCP is a server providing expert consultation for AI agents on complex issues.

mocoVoice MCP Server

A simple MCP server for web searching using Perplexity AI.

基于Parallel.ai的高精度网络搜索API,为AI智能体优化,提供丰富摘要、准确引文和Token高效模式,支持Agent自主调用。

MCP Sampling enables dynamic content generation and model routing using multiple LLMs.

Hands-On MCP workshop to connect AI with various tools at Future Product Days 2025.

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

Doubao text-to-image and video MCP

A Go-based MCP server integrating diverse cognitive patterns with 85 tools.

Gemini-Imagen4 is a local AI image generation MCP Server using Google's Imagen 4.0 models.

AI Governance Framework MCP Server for managing AI projects.

A Jimeng MCP server for image generation using the Model Context Protocol.

MCP Server for querying OpenAI models, supporting o3-mini and gpt-4o-mini.

将LangGraph多智能体系统一键部署至AWS Bedrock AgentCore，支持编排者-专家智能体模式、跨会话持久记忆及外部工具连接，面向生产级AI应用场景。

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

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

A server for interacting with the Beehiiv API v2 using MCP for LLMs.

MCP server for AI image recognition and description via URL.

A powerful MCP server for smart image processing and analysis, offering features like compression, format conversion, and color extraction.

MCP server to help with managing models in local LM Studio

Controling Ableton through AI assistant / Langchain / Ableton MCP tools

This repository contain sample code of ADK agent app that can handle flow of multimodal request using custom tools and mcp server

Desmos-MCP is an MCP server for visualizing and analyzing mathematical formulas using LLMs.

Pluralsight Course: MCP in Practice

Real-time audio transcription using OpenAI Whisper with zero installation.