AI 机器学习资源

共有 56 个资源

AI 机器学习 MCP Servers

ArduPilot MCP Server Sandbox

ArduPilot ドローンをLLMと連携して自然言語で操作するMCPサーバーです。
Claude DesktopやCline などMCPホストから利用可能です。

MCP Servers Collection

This repository contains a collection of Model Context Protocol (MCP) servers that can be used with Amazon Q, Claude Desktop, and other LLMs that support the MCP protocol.

Raccoon AI MCP Server

Raccoon AI's Model Context Protocol (MCP) server that enables leveraging the LAM API for web browsing, data extraction, and complex web tasks automation.

BuildingLink MCP Server

This is a MCP server for BuildingLink. It enables you to collect your LLM to data from BuildingLink.

Kaggle MCP Server

A Model Context Protocol (MCP) server for interacting with Kaggle competitions through Claude or other compatible AI assistants.

Spring AI MCP Server Example

This is a sample Spring AI MCP Server project built for fun and experimentation. It implements basic CRUD operations using an in-memory data store with dummy Person data.

Kubernetes MCP Server

A Model Context Protocol (MCP) server for managing Kubernetes resources through llms like Claude.

Model Context Protocol ( MCP ) Python server to use with continue.dev

MCP server that exposes a customizable prompt templates, resources, and tools It uses FastMCP to run as server application.

Aider MCP Server

A Model Context Protocol (MCP) server that allows Claude and other MCP clients to connect to Aider for efficient file editing capabilities.

mcp-server-chatsum

This MCP Server is used to summarize your chat messages.

magicpod-mcp-server

An MCP (Model Context Protocol) server that integrates your AI agents with MagicPod

What is WayStation

WayStation connects Claude Desktop, ChatGPT and any MCP host with the productivity tools people use daily through a no-code, secure integration hub.

MCP FastAPI Proxy

Hacking on a way to automatically create an Anthropic MCP server from an existing FastAPI server. NOT FOR PRODUCTION USE, this uses exec() which could be very bad if you pointed it at untrusted servers.

Prometheus MCP Server

This is an MCP server to allow LLMs to interact with a running Prometheus instance via the API to do things like generate and execute promql queries, list and analyze metrics, etc.

MCP Servers and Tools I Use

This repository documents the Model Context Protocol (MCP) servers I frequently use and the tools they provide. MCP enables AI assistants like Claude to interact with external systems and data sources.

npm-helper-mcp 🚀

Welcome to the npm-helper-mcp repository! This project is a Model Context Protocol (MCP) server designed to provide tools for NPM package management and dependency updates. It helps large language models (LLMs) like Claude interact seamlessly with npm packages, search the npm registry, and keep dependencies up-to-date.

MCP Server for Aibolit, Java Code Analyzer

If you use AI agents, such as Claude Code, Cursor, or Windsurf, for code refactoring, you may enjoy using this MCP server. Your AI agent, when you ask it to "make code better," may wonder what exactly needs to be improved. Sadly, it may often overlook important problems. AI agents, by design, pay more attention to cosmetic issues, which are "low-hanging fruits" for them. This MCP server will give your agent a hint: what are the most critical design issue in the code. Then, the agent will refactor it and fix the issue.

GitHub MCP Client

A minimal example of a simple command line chatbot that speaks the Model Context Protocol (MCP), spins up the GitHub MCP server in Docker, and chats with an LLM that can decide when to call GitHub tools.

MCP Think Tank

MCP Think Tank is a powerful Model Context Protocol (MCP) server designed to enhance the capabilities of AI assistants like Cursor and Claude @Web. It provides a structured environment for enhanced reasoning, persistent memory, and responsible tool usage.

MCP Browser Kit

An MCP Server that enables AI assistants to interact with your local browsers.

Lambda MCP (Model Context Protocol) Server

This project demonstrates how to deploy a Model Context Protocol (MCP) server as an AWS Lambda function with API Gateway integration. MCP is a protocol that enables AI assistants to interact with tools and services, allowing them to perform actions on behalf of users.

SEO Insights MCP Server

This project provides a Model Context Protocol (MCP) server that connects AI assistants to SEO APIs for backlinks analysis, keyword research, and traffic analysis.

AI Tutor

AI powered tutor for higher education based on MCP client/server and multi-agents orchestration.

jailbreak-mcp

A MCP server wrapper for using the entire Model Context Protocol without tool limits, missing concepts, or context overload.

Stack Overflow MCP Server

This Model Context Protocol (MCP) server enables AI assistants like Claude to search and access Stack Overflow content through a standardized protocol, providing seamless access to programming solutions, error handling, and technical knowledge.

Gmail MCP

Gmail API for AI assistants using Model Context Protocol
English | 日本語

🧠 MCP Server Learning in Python

The Model Context Protocol (MCP) allows you to build servers that expose data and functionality to LLM (Large Language Model) applications in a secure, modular, and standardized way.

TypeScript WordPress MCP Server

A Model Context Protocol (MCP) server for WordPress content management that provides a secure interface for AI assistants to interact with WordPress sites. This implementation enables AI agents to work with WordPress content safely, without destructive operations like content deletion. It's ideal for content creation workflows, agentic automation, and AI-assisted content management.

HuggingFace MCP Server

A Model Context Protocol (MCP) server that provides HuggingFace model integration for AI agents.

Cloudflare MCP Server

Model Context Protocol (MCP) is a new, standardized protocol for managing context between large language models (LLMs) and external systems. In this repository, you can find several MCP servers allowing you to connect to Cloudflare's service from an MCP client (e.g. Cursor, Claude) and use natural language to accomplish tasks through your Cloudflare account.

mcp-local-rag

"primitive" RAG-like web search model context protocol (MCP) server that runs locally. ✨ no APIs ✨

CloudGlue MCP Server

Connect CloudGlue to Cursor, Claude Desktop, and other AI assistants to unlock the power of video collection understanding. CloudGlue helps your videos into structured data ready for LLMs.

Spring AI MCP Server

The Spring AI MCP Server is a Java-based application built with Spring Boot and Spring AI..

Getting Started

Install Ollama (macOs: install shell during installation)

Podman AI Assistant

Podman AI Assistant is a command-line tool that helps you manage Podman containers using plain English. Just type what you want to do—like "list all containers"—and it turns that into a real Podman command for you. It's powered by a custom Ollama language model tuned specifically for Podman, making it both smart and practical.

MCP Giga Checker

MCP Giga Checker — это сервер MCP (Model Context Protocol) для проверки текста на сгенерированность искусственным интеллектом через GigaChat API от Сбера.

Documentation MCP Server

A Model Context Protocol (MCP) server that provides access to technical documentation, API references, and code examples for AI agents.

Awesome MCP Servers

A curated list of awesome Model Context Protocol (MCP) servers. MCP is an open protocol that enables AI models to securely interact with local and remote resources through standardized server implementations. This list focuses on production-ready and experimental MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

mcp-server-legifrance

Serveur MCP Model Context Protocol permettant d'interroger les bases juridiques françaises via l'API Legifrance dans des LLMs compatibles comme Claude.