google-ai-mode-skill MCP — Use Cases, Install & Live Demo

Why use it

Key features

Zero-config once the browser profile is seeded
Persistent profile avoids repeated sign-in / consent screens
Query optimization rewrites your question for AI Mode
Returns structured answer + citations
Pure skill (Python browser driver) — no paid API key

Live Demo

What it looks like in practice

google-ai-mode-skill.replay ▶ ready

0/0

Install

Pick your client

~/Library/Application Support/Claude/claude_desktop_config.json · Windows: %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "google-ai-mode-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/PleasePrompto/google-ai-mode-skill",
        "~/.claude/skills/google-ai-mode-skill"
      ],
      "_inferred": true
    }
  }
}

Open Claude Desktop → Settings → Developer → Edit Config. Restart after saving.

~/.cursor/mcp.json · .cursor/mcp.json

{
  "mcpServers": {
    "google-ai-mode-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/PleasePrompto/google-ai-mode-skill",
        "~/.claude/skills/google-ai-mode-skill"
      ],
      "_inferred": true
    }
  }
}

Cursor uses the same mcpServers schema as Claude Desktop. Project config wins over global.

VS Code → Cline → MCP Servers → Edit

{
  "mcpServers": {
    "google-ai-mode-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/PleasePrompto/google-ai-mode-skill",
        "~/.claude/skills/google-ai-mode-skill"
      ],
      "_inferred": true
    }
  }
}

Click the MCP Servers icon in the Cline sidebar, then "Edit Configuration".

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "google-ai-mode-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/PleasePrompto/google-ai-mode-skill",
        "~/.claude/skills/google-ai-mode-skill"
      ],
      "_inferred": true
    }
  }
}

Same shape as Claude Desktop. Restart Windsurf to pick up changes.

~/.continue/config.json

{
  "mcpServers": [
    {
      "name": "google-ai-mode-skill",
      "command": "git",
      "args": [
        "clone",
        "https://github.com/PleasePrompto/google-ai-mode-skill",
        "~/.claude/skills/google-ai-mode-skill"
      ]
    }
  ]
}

Continue uses an array of server objects rather than a map.

~/.config/zed/settings.json

{
  "context_servers": {
    "google-ai-mode-skill": {
      "command": {
        "path": "git",
        "args": [
          "clone",
          "https://github.com/PleasePrompto/google-ai-mode-skill",
          "~/.claude/skills/google-ai-mode-skill"
        ]
      }
    }
  }
}

Add to context_servers. Zed hot-reloads on save.

claude mcp add google-ai-mode-skill -- git clone https://github.com/PleasePrompto/google-ai-mode-skill ~/.claude/skills/google-ai-mode-skill

One-liner. Verify with claude mcp list. Remove with claude mcp remove.

Use Cases

Real-world ways to use google-ai-mode-skill

How to do quick web research without paying for a search API

👤 Solo devs, hobbyists, anyone token-constrained ⏱ ~15 min intermediate

When to use: You want a short, cited answer to a factual question from Google's AI Mode.

Prerequisites

Playwright (or the skill's browser of choice) installed — pip install playwright; playwright install chromium
Skill cloned — git clone https://github.com/PleasePrompto/google-ai-mode-skill ~/.claude/skills/google-ai-mode-skill

Flow

Seed the profile once

Run the first-time setup so the browser profile is logged in and past the consent screens.✓ Copied

→ Profile dir populated; no further prompts needed
Query

Search Google AI Mode: 'What changed in React 19.2 regarding compiler defaults?' — return answer + citations.✓ Copied

→ Short answer + citation URLs
Drill deeper

Fetch the top two citation pages and reconcile any contradictions.✓ Copied

→ Reconciled summary

Outcome: A cited answer comparable to a paid search API, at $0.

Pitfalls

Profile gets logged out — Re-run the seeding flow; don't share the profile across machines
Google layout changes and selectors break — Pin the skill version; update when upstream ships a fix

Combine with: filesystem

Add a fact-check pass to any Claude workflow

👤 Anyone producing content they'll publish ⏱ ~30 min intermediate

When to use: Before publishing a post, double-check factual claims.

Flow

Extract claims

From this draft, extract specific factual claims that are worth checking.✓ Copied

→ Claim list with verifiability notes
Verify each

Run google-ai-mode on each claim; flag anything unconfirmed.✓ Copied

→ Per-claim status + sources
Revise

Edit the draft to correct or caveat unconfirmed claims.✓ Copied

→ Revised draft

Outcome: Content with fewer publishable errors.

Pitfalls

Confirmation bias — only checking claims you suspect — Extract all claims, then verify all of them

Combine with: claude-blog-skill

Combinations

Pair with other MCPs for X10 leverage

google-ai-mode-skill + filesystem

Cache research results as markdown files for reuse

For every question answered today, save a research_<slug>.md in ./notes/.✓ Copied

google-ai-mode-skill + claude-blog-skill

Inline fact-checking during blog drafting

After each blog section, run AI-Mode fact checks on the claims.✓ Copied

Tools

What this MCP exposes

Tool	Inputs	When to call	Cost
ai-mode-query	question string	Any factual question where AI Mode is adequate	browser automation only
query-optimization	raw question	Before sending a long or vague question	0
profile-management	first-time setup or reset	Install or when logged out	0

Cost & Limits

What this costs to run

API quota: none (uses Google web surface — respect their ToS and rate limits)
Tokens per call: ~500–2k tokens per answer
Monetary: free
Tip: Cache answers by question hash; don't re-query within a session

Security

Permissions, secrets, blast radius

Credential storage: Google session cookies in the persistent profile directory — treat the profile dir as sensitive

Data egress: google.com

Never grant: shared profile across machines

Automating search surfaces may be against target-site ToS depending on volume — keep it personal-use and low-rate
Do not use for anti-bot / CAPTCHA bypass scenarios

Troubleshooting

Common errors and fixes

Selectors no longer match

Update to latest skill version; Google UI changes periodically.

Profile keeps prompting for consent

Re-seed the profile with consent accepted; make sure you keep the profile dir between runs.

Verify: ls <profile-dir>

Alternatives

google-ai-mode-skill vs others

Alternative	When to use it instead	Tradeoff
brave-search	You want a first-party search API	Costs money; no ToS ambiguity
kindly-web-search	You want a polite, consent-respecting crawler	Different shape

More

Resources

📖 Read the official README on GitHub

🐙 Browse open issues

🔍 Browse all 400+ MCP servers and Skills