🤖 AI与机器学习 AI 工具

A generative AI agent for searching song lyrics online, built with MCP.

AI SDK MCP Client Starter for integrating Google Generative AI.

x402-paid MCP server for web scraping, code review, content generation, and analysis. Pay-per-call USDC on Solana.

A FastAPI-based backend for graph-based machine learning workflow management using Model Context Protocol (MCP) and similarity search. It provides REST API endpoints to store and retrieve OpenML runs and its parameter settings.

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MCP Utils is a centralized index for projects using the Model Context Protocol to connect AI applications with data sources.

Integrate NASA API with MCP for astronomy queries and images.

自动派生多个专业AI智能体，调用PubMed、BLAST、UniProt等300余种科学工具，对任意科学课题展开自主多维度深度调查并生成报告

MCP_RAG enables AI clients to access a private knowledge base with RAG capabilities.

Simulation for Agentic AI

EduChain MCP Server generates AI-powered educational content using Google Gemini.

Une interface pour windows pour pouvoir gérer ses MCP Claude

Define tools once, run anywhere: canonical IR for portable LLM tool calling across providers.

A2A LangGraph Server using MCP Tools

为AI子代理提供确定性验证框架,通过文件/测试/代码检查/AST分析四层门禁和三层声誉评分,防止幻觉输出,提升系统可信度。

A scalable vertical search MCP (Model Context Protocol) server supporting multiple platforms (WeChat, Zhihu, etc.).

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Keyphrases-MCP extracts keyphrases from text using a natural language interface.

The FileSearch MCP Server is a lightweight FastMCP service that takes a user question, calls OpenAI’s File Search on a designated vector store, and returns the raw ranked chunks unchanged.

Generic Claude agent gateway with MCP tool support and streaming

A TypeScript implementation of a Model Context Protocol (MCP) server, designed to evaluate MCP capabilities over/with RAG (Retrieval-Augmented Generation)

MCP-Explorer is a project for building an MCP client and local servers to interact with large models via APIs.

尝试使用MCP搭建一个AI处理的“猜猜呗”游戏

OMCP is a CLI client connecting Ollama models to MCP servers for enhanced LLM capabilities.

RT-Prompt-MCP is an MCP server providing context-specific prompt suggestions for LLMs.

This repo is a experimental space to try features of AI Agent using MCP.

An MCP Server for orchestrating multi-role AI workflows with context continuity.

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MCP Server for web-parse-lite. Also AI agents to pass in URLs with selectors and get web page data back. Lightweight and simple.

MCP access to AgentInterviews.com

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Official repository for ScaleMCP Research Paper

调用多家引擎将文本快速转换高质量语音，支持多语言与情感控制与批量生成、声线选择。

MCP Server that converts images to videos with customizable options.

Agentic RAG system using MCP, ChromaDB and local LLMs via Ollama

AI Validation MCP Server automates prompt optimization using expert techniques.

MCP & Non-MCP Dataset generation and Classification Model

MCP server for Brave Search, enabling AI assistant integration.

AI-powered Zi Wei Dou Shu analysis platform using CrewAI and MCP architecture.

MCP Inspector is an educational tool for visualizing Model Context Protocol communication in real-time.

Advanced MCP server integration for Home Assistant enabling AI-powered automation.

All-in-one MCP toolkit for AI media generation — VEO 3.1 video + Gemini Imagen 3 images + prompting skills

从YouTube视频自动提取转录文本,生成多语言结构化摘要、问答对话和深度分析报告,支持RAG检索增强。

A Model Context Protocol server for managing music with Claude.

An AI teaching aid system based on MCP, enhancing classroom support for teachers and students.

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EPH-MCP revolutionizes AI reasoning by simulating insight emergence through thought interactions.

Based on simple-chatbot example of mcp python-sdk

MCP Gemini CLI bridges LLM apps with Google's Gemini AI via a standardized interface.

MyMonkeyApp is an interactive console app for learning about monkey species, integrated with MCP server.