🤖 AI与机器学习 AI 工具

MCP tutorial teaches building an MCP server and client for AI integration.

mcp-server demo

# This is a memory storage MCP related to novels

A Model Context Protocol implementation for translating the Ainu language

Demo project for MCP on Amazon Bedrock with function call and HTTP streaming support.

Demo for NLP course project.

MCP-Beckn integrates AI systems with Beckn's transaction networks via the Model Context Protocol.

Azure AI Foundry Agents MCP server with user isolation and session management

A bridge for UCI chess engines like Stockfish using MCP.

Langgraph-mcp integrates LLMs with external data sources using MCP.

Transform any REST API into MCP tools for AI agents using Amazon Bedrock AgentCore Gateway

It can make mcp client interact with openai api. you can use openai model gpt-4.5-preview, o3-mini, o1, gpt-4o

AivisSpeech MCP server provides an interface for high-quality speech synthesis via the MCP protocol.

A Simple MCP Server for Jina AI search and scraping tools.

IMAGE_MCP_SERVER is a Python server for advanced image processing using YOLO models.

A sentiment analysis tool using a finetuned DistilBERT model via FastAPI and MCP.

A Streamlit chatbot project using MCP, deployable on AWS.

Enhanced MCP Server: Production-Ready Jokes & Weather Tools

A collection of MCP

在SemanticKernel中集成MCP服务

An ollama interface which provides models with MCPs

MCP is an AI-driven music service platform for managing and playing local music libraries with real-time communication.

暂无描述

SendPulse MCP Server enables account management via AI chat using the Model Context Protocol.

# Mind Assistant Integrated with MCP Function Developed Based on CAMEL-AI Framework

MCP Server manages context between AI models and applications efficiently.

Gemini MCP Server provides access to the Gemini Suite with features like file upload and NLP support.

Project to connect local LLM/SLM to use local datasets via MCP (Model Context Protocol)

MCP server adapter for SearXNG. Supports stdio, streamable HTTP, and Cloudflare Workers transports. Requires a SearXNG instance with JSON mode enabled.

A Model Context Protocol (MCP) server that enables AI agents to seamlessly interact with the AI-Archive platform for research paper discovery, submission, and management.

people and agents can call this via MCP to send AI phone calls

MCP server for Anthropic Hackerthon (November, 2025)

MCP Server for Stockfish Chess Engine

A RAG system for markdown docs with semantic search and MCP server integration.

Local MCP server to allows agents to see what you're looking at.

A Model Context Protocol server for generating sound effects using ElevenLabs API

This project demonstrates the **Model Context Protocol (MCP)** through a real-world application: an AI-powered social media content generator. The system uses multiple AI agents that communicate via structured MCP messages to create, optimise, and publish content across different social media platforms.

A practical case of a weather assistant agent, showcasing two modes—stdio is suitable for efficient local communication, while SSE (Server-Sent Events) is applicable for remote distributed scenarios.

Token-optimized Gemini image generation for MCP clients. Returns file paths, not base64 data.

MCP is a server for web tools enabling LLMs to interact with web content.

MCP Gemini Web Search offers grounded web search using Google's Gemini models with features like batch processing and health checks.

MCP Server for swiftnotes.ai to do Deep Research on YouTube

# Using Large Models with MCP Protocol

AI-powered screenshot organization demonstrating Microsoft Agent Framework WITH MCP (Model Context Protocol) integration

暂无描述

暂无描述

Demo repo for my sharing at HCM Data Meetup #20 - "Making Sense of MCP and AI Agents: What You Need to Know"

ATLAS is a task management system for LLM Agents, facilitating project and knowledge management.

暂无描述

Agent Q is a Model Context Protocol (MCP) server that enables you to create, manage, and organize specialized AI agents for any MCP-compatible AI tool. With 120+ pre-built agent templates covering everything from code review to DevOps.