Browser Automation · Public

gemini-cli

Browser automation project for web operations, testing, extraction, and permission-boundary checks.

Browser automationWeb tasksTest accountsCookie boundariesPermission control

Best fitDevelopers who need AI-assisted web tasks, browser testing, page extraction, or structured web operations.

Check whether this project matches your task before installing it.

What it can doBrowser automation task planning, permission boundaries, recovery steps, and acceptance checks

Review the portable capability path.

Before continuingVerify in a sandbox

Do not treat a preview pack as a proven local install.

GitHub snapshot104k stars

14k forks · 666 contributors

Official first step Read manual preview Source repository

Publication status · 2026-05-25

What is gemini-cli?

gemini-cli supports browser task automation, web operations, or web data workflows.
Best fit: Developers who need AI-assisted web tasks, browser testing, page extraction, or structured web operations.
Not for: Not for workflows that cannot isolate browser state, account permissions, cookies, or real user data.
Capability added to an AI workflow: Browser automation task planning, permission boundaries, recovery steps, and acceptance checks
First safe verification step: Verify one minimal web task with an isolated browser profile and test account first.
Verification state: source, Quick Start, and sandbox install checks are recorded as passed.
Top risk: The main risk is misusing browser state, account permissions, cookies, or real data during automation.
Evidence base: https://github.com/google-gemini/gemini-cli, https://github.com/google-gemini/gemini-cli#readme, Human Manual, Pitfall Log

Quick decision

Use this section to decide whether the project is worth a deeper read.

Best forDevelopers who need AI-assisted web tasks, browser testing, page extraction, or structured web operations.

Match the project to your task before installing it.

CapabilityBrowser automation task planning, permission boundaries, recovery steps, and acceptance checks

Browser automation project for web operations, testing, extraction, and permission-boundary checks.

Repositorygoogle-gemini/gemini-cli

104k stars · 14k forks

What it can do

Translate the upstream project into concrete capabilities the user can judge before installing.

Architecture Overview

Related topics: Agent System, Context and Memory Management

Sources: [README.md:1-50](https://github.com/google-gemini/gemini-cli/blob/main/README.md)

Agent System

Related topics: Architecture Overview, Tools Reference

Sources: [packages/core/src/services/chatRecordingService.ts:1-50](packages/core/src/services/chatRecordingService.ts)

Context and Memory Management

Related topics: Architecture Overview, Session Management

Sources: [packages/core/src/context/graph/toGraph.ts:31-38]()

Tools Reference

Related topics: Agent System, Sandboxing and Security

Sources: [packages/core/src/tools/definitions/coreTools.ts:1-50]()

MCP Integration

Related topics: Tools Reference, Skills and Extensions

Sources: [packages/cli/src/commands/mcp/list.ts:1-50]()

Sources: https://github.com/google-gemini/gemini-cli, Human Manual, Project Pack evidence, and downstream validation signals.

Community Discussion Evidence

Project-level external discussion stays visible on the detail page, not only inside the manual.

Stars104k stars

Forks14k forks

Contributors666 contributors

Licenseunknown

Community Discussion Evidence

12 source-linked items

Review these external discussions before using gemini-cli with real data or production workflows. They are review inputs, not standalone proof that the project is production-ready.

01
Robust component level evalutions
github / github_issue
02
Shell command execution gets stuck with "Waiting input" after command co
github / github_issue
03
Surface or quarantine invalid Auto Memory inbox patches
github / github_issue
04
Stop Auto Memory from retrying low-signal sessions indefinitely
github / github_issue
05
Add deterministic redaction and reduce Auto Memory logging
github / github_issue
06
gemini --resume cannot detect local history sessions
github / github_issue
07
fata error again!
github / github_issue
08
Missing validation for critical configuration files could lead to broken
github / github_issue
09
Typing unmapped keys in Vim Normal mode inserts characters into input fi
github / github_issue
10
[Windows] run_shell_command always returns empty output — isBinary() fal
github / github_issue
11
Gemini CLI should periodically reflect on the trajectory and recommend t
github / github_issue
12
The write_file tool corrupts or truncates long text sequences during fil
github / github_issue

How to start

Only source-backed commands are shown here. Verify them in an isolated environment first.

Try the prompt first

Test the workflow without installing the upstream project.

preview

Read the Human Manual

Understand inputs, outputs, limits, and failure modes.

manual

Take context to your AI host

Use the compiled assets in your preferred AI environment.

context

Run sandbox verification

Confirm install commands and rollback before using a primary environment.

verify

npx @google/gemini-cli

Official start command · https://github.com/google-gemini/gemini-cli#readme · verified: yes

Human Manual

The English page must expose the real manual, not a short placeholder.

8+ sections · Human Manual

gemini-cli Manual

Related topics: Agent System, Context and Memory Management

Open the full manual

gemini-cli Human Manual
Table of Contents
Architecture Overview
Related Pages
Package Structure
System Architecture
Core Package Architecture
Agents System

Architecture Overview

Related topics: Agent System, Context and Memory Management

Sources: [README.md:1-50](https://github.com/google-gemini/gemini-cli/blob/main/README.md)

Agent System

Related topics: Architecture Overview, Tools Reference

Sources: [packages/core/src/services/chatRecordingService.ts:1-50](packages/core/src/services/chatRecordingService.ts)

Context and Memory Management

Related topics: Architecture Overview, Session Management

Sources: [packages/core/src/context/graph/toGraph.ts:31-38]()

Tools Reference

Related topics: Agent System, Sandboxing and Security

Sources: [packages/core/src/tools/definitions/coreTools.ts:1-50]()

MCP Integration

Related topics: Tools Reference, Skills and Extensions

Sources: [packages/cli/src/commands/mcp/list.ts:1-50]()

AI Context Pack and portable assets

After deciding to continue, take the project context into your own AI host.

Complete pack plus user-owned assets

These files are planning and verification assets for Claude Code, Codex, Gemini, Cursor, ChatGPT, and other AI hosts.

Download complete pack Read Human Manual

BundleComplete Project Pack AssetAI Context Pack AssetBoundary & Risk Card AssetHuman Manual AssetPitfall Log AssetPrompt Preview AssetQuick Start ManifestPROJECT_PACK.json

Preflight checks

Treat this page as a planning asset, not proof that your local environment is ready.

The manual is generated from source-linked project files and Doramagic validation signals.
Community evidence warnings stay visible instead of being converted into marketing claims.
This English page is indexable because the locale quality gate passed and explicit English index approval is enabled.
Use the upstream repository as the final authority for installation commands, license, and version-specific behavior.

Pitfall Log and verification risks

Doramagic surfaces high-risk items before users treat a candidate capability as verified.

high

Review upstream issue

The source signal needs review before production use.

high

Review upstream issue

The source signal needs review before production use.

high

Review upstream issue

Developers may expose sensitive permissions or credentials: Add deterministic redaction and reduce Auto Memory logging

high

Review upstream issue

Developers may expose sensitive permissions or credentials: Robust component level evalutions

high

Review upstream issue

The source signal needs review before production use.

high

Review upstream issue

The source signal needs review before production use.

high

Review upstream issue

The source signal needs review before production use.

high

Review upstream issue

The source signal needs review before production use.