Which MCP Servers Should a Beginner Install? 10 Low-Friction Picks

For your first MCP, don't optimize for power—optimize for not getting stuck:

1. No API keys (key applications kill 80% of beginners)
2. One-command start (npx -y or uvx, no Docker, no compiling)
3. Visible results —one chat question later you see real data, not vibes

All ten below match most criteria; copy the config straight from each AgentHub detail page.

1. Filesystem — the best first install

Gives AI read/write to folders you authorize. Detail page. Mount a practice folder only. Verify: "list files in xx" returns real names from your disk.

2. Sequential Thinking — watch the AI draft

Breaks answers into reviewable steps; steadier on planning tasks, fully local. Detail page.

3. Memory — it remembers across chats

Knowledge-graph long-term memory: "remember I prefer TypeScript" survives restarts. Detail page.

All three are official reference servers—maximum protocol compatibility.

4. Context7 — pulls current library docs so the AI stops inventing APIs.

5. Puppeteer — AI drives a real browser: open, click, screenshot. No key.

6. MarkItDown — Word/PDF/PPT/Excel → Markdown, the preprocessor for feeding docs to agents.

7. Excel MCP — create sheets, fill formulas, summarize xlsx without Office.

8. Everything — official protocol test server; wire up your client against this one first when configs keep failing.

9. AMap Maps — routes, nearby search, weather, geocoding with excellent Chinese address handling. Requires a free personal API key (a few minutes on AMap Open Platform)—the classic "actually useful" install.

10. 12306 — train tickets, schedules, stops; no key, no login. Also try bilibili-mcp for video search and subtitle summaries.

Feishu and GitHub servers (token required) are tier-4—get comfortable with tiers 1-2 first.

Don't paste eight servers at once—you won't be able to tell which one broke. Instead:

1. Install one from the starter trio and complete the full loop (config → Connected → real result in chat) via the hands-on tutorial
2. Add the next only after the first works
3. On failure: check environment setup or troubleshooting; Chinese IDE users see the client guide

Security: MCPs read files and hit networks—install trusted sources only, authorize the smallest paths, and read the safety guide.