🤖 AI与机器学习 AI 工具

RISEN Prompt Engineering MCP Server - A structured framework for creating, validating, and optimizing AI prompts using Role, Instructions, Steps, Expectations, and Narrowing components. Fully anonymous and ready for public use.

Example of a high-performance, pluggable AI Agent backend. Features a custom ReAct reasoning loop, production-grade Retrieval-Augmented Generation (RAG) using vector-based similarity search, and MCP-based tool integration. Architected for scalability using the Strategy Design Pattern to swap agentic engines seamlessly.

Agent-MCP is a framework for creating multi-agent systems that enables coordinated, efficient AI collaboration through the Model Context Protocol (MCP). The system is designed for developers building AI applications that benefit from multiple specialized agents working in parallel on different aspects of a project.

A Python MCP server that fetches and summarizes research papers from arXiv.

Azure AI Foundry agent exposed as an MCP server on Azure Functions.

AI Validation MCP Server automates prompt optimization using expert techniques.

Core platform repo [runtime command contract | binder/workflow engine | compile/package model | plugin/container capability contracts | MCP abstraction | provider abstraction surface | vault/memory contract | release routing semantics | certification and conformance tests | base developer scaffolding]

Open-source chatbot web app for the Responses API

IVA_MCP is an Intelligent Video Analytics Server providing API for video data analysis.

# A Book of Wisdom A book that provides random and philosophical answers to your questions.

MCP-Turkish-Sentiment-analysis provides sentiment analysis for Turkish text via Gradio.

BondMCP is a Health AI API platform for developers to analyze health data.

LangGraph MCP Agents for advanced language processing.

MCP server for information search using DuckDuckGo Search tools.

A server providing access to LangSmith's extensive AI prompt library.

A FastAPI-powered Pokémon battle simulator that follows the Model Context Protocol (MCP). PokéClash fetches real-time Pokémon data, simulates turn-based battles with type effectiveness and status effects, and returns structured MCP-compliant responses — complete with dynamic frontend visuals

AgentGo MCP Service provides secure authentication and data queries for AI agents.

MCP Server connecting AI assistants to Limitless AI lifelog data for personal memory access.

MCP Server enables smart home device control via Model Context Protocol.

Model Context Protocol server for image handling

NexusHub is a powerful Model Context Protocol (MCP) server that functions as a central connection point for AI workflows and tool integration.

# Build Agents with Langchain Using Langchain to build agents that can connect to MCP servers or custom tools, supporting both streaming output and non-streaming output (both can hide the thinking process).

AI Workflow Continuity System - Remote MCP Server for Claude.ai

This project provides an MCP (Model Context Protocol) server for integrating with Azure AI Agent Service.

针对Claw AI工作流的专业成本分析工具。实时估算Token使用量和API费用,智能检测无限循环,提供精准优化建议,帮助开发者有效控制AI应用成本。

A simple chat bot that demonstrates the usage of News MCP (https://github.com/skydockAI/news_mcp)

# Agent MCP Server Community

Ai Foundry AI Agent MCP Server Example

A Spring AI showcase with Chat and MCP-Server to experiment with the tools, ressources and prompts.

Mem0MCP: A memory layer for personalized AI applications.

MCP server for conversation context preservation using extraction-based approach

根据模型架构、GPU规格和量化格式，综合预估LLM推理的首Token延迟、解码速度及显存占用，辅助硬件选型与部署规划。

Model Context Protocol (MCP) is an open communication framework that allows AI models like Claude to interact with external tools. This enables Claude to access real-time data, process files, and interact with external services - capabilities not available to most LLMs out of the box.

A Python application for NotebookLM compliant with the MCP API.

暂无描述

A customizable agent framework using langchain, supporting MCP server integration.

MultiMind-MCP-server enables AI agents to collaboratively refine ideas through debate.

Vidu API提供文本生图、参考图生成、图像编辑三大功能。支持Nano快速生成与高质量Vidu模型,对话式调用自动识别用户意图,无需复杂提示词工程。

🔥 3,800+ ready-to-import n8n workflows spanning AI agents, Box MCP demos, Pinecone RAG starters, and community automations — JSON-only exports with per-source licenses preserved.

A powerful research assistant built using the Model Context Protocol (MCP) that helps users search, analyze, and organize academic papers from arXiv.

A Model Context Protocol (MCP) compatible server to interact with the iExec protocol — built for Claude, agents, and AI tooling.

AITuberKit Documentation MCP server for document search with SSE and Streamable HTTP.

Duck MCP is a simple server for Model Context Protocol with tools for user interaction.

Created a ChatGPT clone using advanced langGraph concepts such as memory, persistence, HITL (Human In The Loop), streaming, etc. Implemented features like chat resumption, MCP tool integration, RAG, and observability using LangSmith.

MCP Server for generating images using Black Forest Labs API and FLUX models.

Multi-search (bing, brave, duckduckgo, google, mojeek, mullvad_brave, mullvad_google, yandex, yahoo, wikipedia) MCP server based on DDGS package

Voice Notify MCP Server

MyCastle is an ESL platform specification for school operations, featuring timetable management and AI workflows.

MCP (Model Context Protocol) server designed to manage and provide contextual rules for AI agents

An introduction to agentic AI, MCP server development, and SLM fine-tuning - in easy to follow Jupyter notebooks.