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MCP servers tagged beginner-friendly

24 live MCP servers tagged "beginner-friendly", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with beginner-friendly.

24
live servers
37
avg trust
78
most stars
1

Appstore

appreply-co

This is an MCP server that provides tools to LLMs for searching and analyzing apps from both Google Play Store and Apple App Store – perfect for ASO.

★ 78updated 10 days agoMIT
62
2

Claude Code Blueprint

faizkhairi

A battle-tested, framework-agnostic reference architecture for Claude Code. Beginner-friendly with graduated adoption (minimal / standard / core / full presets). 12 agents, 19 ski…

★ 73updated 26 days agoMIT
44
3

Twin Github

Deterministic GitHub-shaped twin for agent testing — REST + MCP, SQLite-backed state.

42
4

Github Models Starter Pro

This repository provides a comprehensive starter kit for leveraging GitHub's GPT-4o AI models with Node.js.

39
5

Python Beginner Book

A book for beginners, in an adventure format

39
6

AI Agents Crash Course

Free 42-page AI agents crash course v5.0 — 5 days, 3 learning paths, 6 playable games, 13 Anthropic Academy courses, interactive quizzes, XP gamification. From zero to multi-agent…

39
7

Neon CLI One Click Kit

Windows 키트를 두 번 클릭하여 Neon(서버리스 Postgres) CLI를 설치, 로그인, 사용 및 완전히 제거할 수 있습니다. 초보자도 쉽게 이해할 수 있도록 한국어/영어 문서가 제공됩니다.

39
8

Vault MCP

vault-mcp service

★ 4
37
9

Claude Guide

RainyRoot

A beginner-friendly guide to actually using Claude Chat, Claude Code, skills, subagents, and real project workflows.

★ 5updated 4 months ago
34
10

Agent Automation Creator

tucked-angiologist465

Map processes into automated workflows using this framework to ensure reliable, observable, and governed AI-augmented operations.

★ 1
34
11

Clayworks Lite

clayboicardi

The Claude Code operator scaffolding I built without writing the code. Open-sourced under MIT for anyone else doing the same.

★ 1updated 20 days ago
34
12

Tutorial

DazzleML

A detailed hands-on tutorial for learning Model Context Protocol (MCP) server development with Python. Includes working examples, VSCode debugging setup, tests, and a step-by-step…

★ 1updated a year ago
34
13

NotebookLM CLI One Click Kit

Windows에서 구글 NotebookLM을 더블클릭 한 번으로 설치·실행·관리하고 Claude·Cursor 등 AI 도구와 연결하는 원클릭 툴킷 (초보자용 한/영 가이드·Apache-2.0)

34
14

Langent MCP One Click Kit

내 문서(PDF·TXT·MD 등)를 AI가 읽고 검색하게 만들고 3D 지식 성운으로 시각화하는 Windows 원클릭 키트. MCP로 Claude·Cursor 등 AI 도구에 연결. 한/영 왕초보 가이드 포함.

34
15

20 God Tier AI Coding Extensions Part 1

This repo turns “AI coding tools” into a repeatable engineering workflow. You’ll find editor extensions that surface errors/logs instantly, spec-driven frameworks (Spec Kit / Open…

34
16

Moss MCP Transaction

Beginner-friendly Moss MCP-style Web3 transaction preview demo for Monad learners: explain intent, risks, status lifecycle, and safety before signing.

34
17

Chatcut By Openclaw

用 OpenClaw 操作 ChatCut 的完整教程 · 53 个 MCP 工具 · 8 个实战示例 · 6 篇教程 · 让 AI 帮你剪辑视频

34
18

Discord Image Downloader

MCP for Downloading Images from a specific discord channel

34
19

Devspace AI

devspace-AI prepares your Mac for development with GitHub Copilot/agent workflow

34
20

IBM WxO ADK SetUp

A beginner project demonstrating how to build a watsonx Orchestrate agent backed by an MCP server using the ADK. Covers the M+N integration pattern — agents connect to one MCP too…

34
21

Remote Work Radar

OSS job aggregator for developers locked out of Upwork, Mercor, Deel, and Contra. Next.js + Prisma + Python ETL + MCP server. Beginner-friendly.

34
22

Claude Code Setup Kit

qrqr2100

The basics, set up properly — a CLAUDE.md skeleton, 3 skills that work out of the box, and a 28-entry troubleshooting playbook for when things break quietly. Free, MIT.

updated 3 months ago
34
23

Agent Assist Preflight

CowBe11

Read-only preflight assistant that turns unfamiliar setup instructions into beginner-friendly review notes.

34
24

Vault MCP

kelleyblackmore

vault-mcp service

updated 11 months ago
34
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