AI・機械学習リソース

A TypeScript-based MCP server that implements a memory system for LLMs. It provides tools for chatting with different LLM providers while maintaining conversation history.

Model context protocol server for offloading AI coding work to Aider, enhancing development efficiency and flexibility.

A powerful Model Context Protocol (MCP) server that helps refine AI-generated content to sound more natural and human-like. Built with advanced AI detection and text enhancement capabilities.

This is a Model Context Protocol (MCP) server for Alpaca, allowing LLMs like Claude to interact with the Alpaca trading API. It enables trading stocks, checking positions, fetching market data, and managing your account - all through natural language.

A powerful MCP (Model Context Protocol) server implementation that leverages Gemini's capabilities for context management and caching. This server maximizes the value of Gemini's 2M token context window while providing tools for efficient caching of large contexts.

A Model Context Protocol server for analyzing claims, validating sources, and detecting manipulation using multiple epistemological frameworks.

A Model Context Protocol (MCP) server that provides read-only access to the Hugging Face Hub APIs. This server allows LLMs like Claude to interact with Hugging Face's models, datasets, spaces, papers, and collections.

A high-performance WebSocket/SSE transport layer & gateway for Anthropic's MCP (Model Context Protocol) — powered by Nginx, Nchan, and FastAPI.
For building real-time, scalable AI integrations with Claude and other LLM agents.

ExternalAttacker is a powerful integration that brings automated scanning capabilities with natural language interface for comprehensive external attack surface management and reconnaissance.

This repository contains a Model Context Protocol server implementation for Reddit that allows AI assistants to access and interact with Reddit content through PRAW (Python Reddit API Wrapper).

This project demonstrates how to use Google's Gemini 2.5 Pro with function calling capabilities to interact with the mcp-flight-search tool via Model Context Protocol (MCP). This client implementation shows how to:

A standalone agent runner that executes tasks using MCP (Model Context Protocol) tools via Anthropic Claude, AWS BedRock and OpenAI APIs. It enables AI agents to run autonomously in cloud environments and interact with various systems securely.

A Cloudflare-powered MCP (Model Context Protocol) Server that allows you to search and query your GitHub starred repositories using natural language.

An MCP server that enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine. This server provides Claude with access to DeepSeek's state-of-the-art reasoning model, developed through large-scale reinforcement learning.

LYRAI is a Model Context Protocol (MCP) operating system for multi-AI AGENTs designed to extend the functionality of AI applications (such as Claude Desktop and Cursor) by enabling them to interact with financial networks and blockchain public chains. The server offers a range of advanced AI assistants, including blockchain public chain operations (SOLANA, ETH, etc. - retrieving wallet addresses, listing wallet balances, transferring funds, deploying smart contracts, on-chain lending, calling contract functions, managing tokens), fintech market analysis and summary reports, and learning and training systems for the education sector.

This MCP (Model Context Protocol) server provides web search capabilities using the Claude API. It allows LLMs to access up-to-date information from the web through a standardized interface.

A Model Context Protocol (MCP) server implementation of Atom of Thoughts, a decomposition-based reasoning framework.

This project demonstrates how to integrate the Model Context Protocol (MCP) with customized LLM (e.g. Qwen), creating a powerful chatbot that can interact with various tools through MCP servers. The implementation showcases the flexibility of MCP by enabling LLMs to use external tools seamlessly.

An MCP server implementation that integrates with yt-dlp, providing video and audio content download capabilities (e.g. YouTube, Facebook, Tiktok, etc.) for LLMs.

This project is an interactive AI assistant built with Streamlit, NVIDIA NIM's API (LLaMa 3.3:70b)/Ollama, and Model Control Protocol (MCP). It provides a conversational interface where you can interact with an LLM to execute real-time external tools via MCP, retrieve data, and perform actions seamlessly.

McGravity is a tool that connects multiple MCP (Model Context Protocol) servers into one unified service. It lets you reuse the same MCP server and scale underlying MCP server connections almost infinitely.

A distributed runtime system for federated AI services with edge computing capabilities.

A Model Context Protocol (MCP) server for interacting with fal.ai models and services.

An MCP server implementation for configuring OpenTelemetry Collectors.

收集了国内常见服务的 MCP Server。

PowerMCP is an open-source collection of MCP servers for power system software like PowerWorld and OpenDSS. These tools enable LLMs to directly interact with power system applications, facilitating intelligent coordination, simulation, and control in the energy domain.

An MCP server that enables LLMs to "see" what's happening in browser-based games and applications through vectorized canvas visualization and debug information.

A type-safe, bidirectional and simple solution for remote MCP communication, allowing remote access and centralized management of model contexts.

This repository demonstrates a simple implementation of a Model Context Protocol (MCP) server for Solana development.

ThingsPanel MCP Server is an innovative intelligent interface that enables you to:Interact with IoT devices using natural language、Easily retrieve device information、Monitor device performance and status in real-time、Simplify device control commands、Analyze platform-wide statistical data and trends

A Model Context Protocol server for exploring websites with llms.txt files. This server helps you discover and analyze websites that implement the llms.txt standard.

A simple Model Context Protocol (MCP) server for generating memes using the ImgFlip API. This server enables AI models and tools to generate meme images from user prompts.

中国传统黄历（通胜）计算服务，基于 Model Context Protocol (MCP)

A Model Context Protocol (MCP) server for SAP GUI automation. This server provides tools to automate interactions with SAP GUI, enabling programmatic control of SAP transactions.

A server that provides tools to support mathematical optimization with JijModeling and quantum computing.

A comprehensive toolkit that enhances Claude's capabilities with persistent context, filesystem access, development tools, and AI-powered task management.

Social MCP is a multi-agent system for automating content extraction, tweet generation, posting, and engagement on platforms like Twitter and Bluesky. It uses LLMs for content generation, Playwright for browser automation, and APIs for platform integration.

A comprehensive, intelligent, easy-to-use, and lightweight AI Infrastructure Vulnerability Assessment and MCP Server Security Analysis Tool, developed by Tencent Zhuque Lab.

Welcome to kubectl-ai, an intelligent assistant designed to enhance your Kubernetes experience. This tool leverages artificial intelligence to streamline your Kubernetes management tasks. Whether you're a beginner or an expert, kubectl-ai aims to make your life easier.

Website Generator enables AI to create complete, editable websites from simple prompts, returning links to view and customize the site without requiring technical expertise.

Exa AI Search API

Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI or DeepSeek using MCP protocol via tool or predefined prompts. Vendor API key required

GraphRAG memory server with customizable ingestion, data processing and search

A Model Context Protocol server for Mem0, which helps with managing coding preferences.

"primitive" RAG-like web search model context protocol (MCP) server that runs locally using Google's MediaPipe Text Embedder and DuckDuckGo Search. ✨ no APIs required ✨.

MCP server for querying the VirusTotal API. This server provides tools for scanning URLs, analyzing file hashes, and retrieving IP address reports.

MCP server for Volatility 3.x, allowing you to perform memory forensics analysis with AI assistant. Experience memory forensics without barriers as plugins like pslist and netscan become accessible through clean REST APIs and LLMs.

MCP server to search more than 5000+ AI agents and tools of various categories from AI Agent Marketplace Index and monitor traffic of AI Agents.

Interact with AWS Bedrock models

Chat completions using various OpenAI models