google-ai-mode-skill

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

Author repository · Claude Skills documentation

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.

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