🤖 AI与机器学习 AI 工具

rag using Ollama as emebddings, gemini as LLM and MCP server for agentic use

A demonstration of the Model Context Protocol (MCP) with weather and time services

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Taking the sequential thinking mcp server and prodding it onwards.

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Retrieval-Augmented Generation (RAG) chatbot using Model Context Protocol (MCP) for structured agent communication. Supports QA over multi-format documents (PDF, DOCX, CSV, PPTX, TXT) using Docling, with FAISS vector search and LLaMA3 via Groq.

Multi-Agent Context Enrichment System with Auto-Detection and Tool Orchestration

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

OpenClaw AI workspace — BIM-VOR automation, Revit MCP integration, tender analysis

MCP & Non-MCP Dataset generation and Classification Model

Model Context Protocol (MCP) server for Forward Email. Connect AI assistants to your inbox.

Learning-MCP: A deep dive into Model Context Protocol.

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The Claude Certified Architect – Foundations certification validates that practitioners can make informed decisions about tradeoffs when implementing real-world solutions with Claude. This exam test foundational knowledge across Claude Code, the Agent SDK, APIs, and MCP — the core technologies used to build production-grade applications with Claude

A Node.js app for scraping AI news and interacting with MCP.

Agent Credit Bureau — trust scoring and audit reports for AI agents and MCP servers

AAP MCP Server in Python using FastAPI for model serving.

A lightweight knowledge base assistant using MCP with LLM integration. Features a streamlined server-client architecture combining custom tools with a knowledge base, all accessible via SSE transport. Ideal for building simple AI-powered knowledge assistants.

基于Gemini Vision AI对Meta视频广告进行帧提取、OCR文字识别、音频转录及场景智能分析，快速解构竞品广告创意结构

MCP server for generating high-quality images from text using FAL.ai.

Learning Path Generator is developed using the MCP.

Rag with MCP server

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MCP RAG Server enables local retrieval-augmented generation with various file formats.

MCP Server based chess analysis tool for conversational style chess coach

A dedicated MCP (Model Context Protocol) server is provisioned for each user, allowing them to access a personalized toolkit without the need to write any code. Users can simply select the tools they need and integrate the server link directly into their projects, enabling seamless and instant functionality.

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AI SDK MCP Client Starter for integrating Google Generative AI.

EduChain MCP Server offers educational tools like MCQs, lesson plans, and flashcards.

MCP server for Grok AI with chat, reasoning, live search, image understanding, and generation capabilities

RecodeQR MCP Server generates and scans QR codes using LLMs.

Give your AI tools persistent memory. A private MCP server built entirely in your AWS account — captures, embeds, and semantically searches your thoughts.

ClawMart — Agent-first MCP Server Registry & Discovery Platform

Pieces-to-Mem0 is a LLM-powered personal memory connector — auto-distills Pieces OS screen activities into semantic memories stored in Mem0, accessible via MCP in Cursor/Claude Desktop. Make your AI truly understand you.

MCP server to analyze YouTube, TikTok & Instagram videos from URL — transcripts, AI insights, tutorial extraction

MCP server for clude-bot persistent memory SDK

Build an AI Agent as an MCP Client to connect to remote services.

LangGraph 1.0完整指南,涵盖ReAct智能体、状态图设计、工具集成等核心能力,助力开发者快速构建生产级Agent应用。

为AI代理提供操作系统层,智能路由目标到合适技能,支持检查点执行,确保自主任务可靠完成。

MCP access to AgentInterviews.com

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

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为OpenClaw Agent提供40个真实任务基准测试框架,覆盖文件操作、数据分析、多步工作流、记忆管理、错误处理等维度,快速诊断Agent性能瓶颈。

A curated list of awesome Model Context Protocol (MCP) servers.

Generic Claude agent gateway with MCP tool support and streaming

Know Your Agent — An open standard for AI agent identity, compliance, and auditability

A desktop extension for intelligent search on WordPress using WP RAG.

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

Clear Thought 1.5 - Advanced reasoning and metacognitive thinking tools MCP server