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MCP servers tagged interview-preparation
15 live MCP servers tagged "interview-preparation", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with interview-preparation.
Sumo MCP Server
SUMO-MCP 是一个连接大语言模型 (LLM) 与 Eclipse SUMO 交通仿真的中间件。通过 Model Context Protocol (MCP)，它允许 AI 智能体（如 Claude, Cursor, TRAE等）直接调用 SUMO 的核心功能，实现从OpenStreetMap 数据获取、路网生成、需求建模到仿真运行与信号优化的全流程自…
AI Engineering Interview Questions
Your Cheat Sheet for AI Engineering Interview – Questions and Answers.
Career Agents
The Open-Source AI Career Operating System. 167 Specialized AI Agents across 19 Divisions, Spoken Voice Lab (27 Languages), AI job search ,ATS Resume Studio, FAANG Interview Track…
Tool Calling Interview Prep
Comprehensive interview prep guide to learn about Agents, AI and tool-calling
Awesome AI System Design
800+ real-world ML & LLM system design case studies from 150+ companies Google, Meta, Netflix, Uber, Airbnb & more. Production AI, not theory.
Interviewpilot AI
AI-powered interview preparation platform built with LangGraph, RAG, FastAPI, and MCP. Simulates adaptive technical interviews, evaluates answers, and generates personalized study…
Interview Prep Coach
AI-powered technical interview preparation system with progress tracking, adaptive learning, and self-improving material.
NexusOS AI
NexusOS AI: A Multi-Agent Academic & Career Operating System An AI-powered Academic & Career Operating System built with Google ADK, MCP, FastAPI, React, and Python. Features a m…
Agent Harness Interview
Agent Harness 学习指南与面试题库 — 零基础到系统理解，73 张图解 + 37 道题 + Pi/dsh 架构深潜（中文）
Learn To Interview
One topic in. One great handbook out.
Fde101
A practical, book-style field guide for Forward Deployed AI Engineers covering LLMs, production RAG, agents, LangGraph, evaluation, LLMOps, security, code examples, and interview…
Interactive Coach AI
Multi-LLM system design interview coach with LangGraph orchestration, RAG with pgvector, MCP tool servers, and Redis caching. Built with Node.js, TypeScript, PostgreSQL, and OpenA…
Resume Assistant MCP
MCP server for ATS resume analysis — parse, score, improve resumes and generate cover letters, interview questions, skill roadmaps, and LinkedIn optimization tips.
Recall Leetcode
Spaced-repetition companion for LeetCode practice — FSRS scheduling, Claude MCP ingestion, and a live calendar feed. Next.js + Drizzle + Turso.
PrepPal AI
🤖 AI-powered DSA Interview Mentor built using Google ADK, Gemini 2.5 Flash, MCP, Streamlit & SQLite.