nstbrowser-ai-agent（nstbrowser AI Agent 浏览器）

Browser Automation with nstbrowser-ai-agent

Overview

This skill enables AI agents to control browsers using nstbrowser-ai-agent CLI with Nstbrowser integration. Nstbrowser provides advanced browser fingerprinting, profile management, and anti-detection capabilities for professional browser automation.

This tool requires Nstbrowser service to function. All browser operations are performed through Nstbrowser profiles, which provide:

• Advanced browser fingerprinting and anti-detection
• Profile management with persistent sessions
• Proxy configuration per profile
• Batch operations on multiple profiles
• Tag and group organization for profile management

Prerequisites

Before using this tool, ensure you have the following:

1. Nstbrowser Client Installation

Nstbrowser client must be installed and running on your system.

• Download from: https://www.nstbrowser.io/
• Install the client application
• Launch the Nstbrowser client

2. Nstbrowser Service Running

The Nstbrowser API service must be accessible:

• Default endpoint: http://127.0.0.1:8848
• Verify service is running using the CLI:

  nstbrowser-ai-agent profile list

• Expected response: List of profiles or empty list

3. API Key Configuration

Obtain your API key from the Nstbrowser dashboard and configure it:

Method 1: Config File (Recommended)

nstbrowser-ai-agent config set key YOUR_API_KEY

Method 2: Environment Variable

Set the NST_API_KEY environment variable in your shell configuration file.

4. CLI Tool Installation

Install the nstbrowser-ai-agent CLI:

# Using npx (no installation required)
npx nstbrowser-ai-agent --help

# Or install globally
npm install -g nstbrowser-ai-agent

5. Verify Installation

Test your setup:

# Check CLI version
nstbrowser-ai-agent --version

# List profiles (verifies API connection)
nstbrowser-ai-agent profile list

If you see your profiles or an empty list, your environment is configured correctly.

Quick Start

Get started in 5 minutes with these examples:

Option 1: Using Temporary Browser (Fastest)

For quick tests or one-time tasks:

# 1. Start temporary browser
nstbrowser-ai-agent browser start-once

# 2. Open a website
nstbrowser-ai-agent open https://example.com

# 3. Take a snapshot
nstbrowser-ai-agent snapshot -i

# 4. Close browser (auto-cleanup)
nstbrowser-ai-agent close

Note: Temporary browsers don't save session state and are cleaned up after use.

Option 2: Using Profile (Recommended for Persistent Sessions)

For tasks that require saved sessions, cookies, or login state:

# 1. List available profiles
nstbrowser-ai-agent profile list

# 2. Create a new profile (if needed)
nstbrowser-ai-agent profile create my-profile

# 3. Open browser with profile (auto-starts if not running)
nstbrowser-ai-agent open https://example.com

# 4. Interact with page
nstbrowser-ai-agent snapshot -i
nstbrowser-ai-agent click @e1

# 5. Close browser (session saved to profile)
nstbrowser-ai-agent close

Expected Output:

• Profile list shows your profiles with IDs and names
• Browser opens in headless mode
• Snapshot shows page structure with element refs (@e1, @e2, etc.)
• Session state persists across browser restarts

Core Concepts

Profiles

Profiles are the foundation of Nstbrowser automation. Each profile is an isolated browser environment that stores:

• Browser Fingerprints: Canvas, WebGL, fonts, screen resolution, timezone
• Session Data: Cookies, localStorage, sessionStorage
• Login State: Persistent authentication across sessions
• Proxy Settings: Per-profile proxy configuration
• Browser Configuration: User agent, platform, language settings

Why use profiles?

• Maintain separate identities for different tasks
• Preserve login sessions between automation runs
• Isolate cookies and data between different websites
• Configure different proxies for different regions

Profile Name vs ID

All profile commands support both profile NAME and profile ID:

Profile Name:

• User-friendly, easier to remember
• Example: my-profile, test-account, production-bot
• Use when: Working interactively or in scripts with descriptive names

Profile ID:

• UUID format, guaranteed uniqueness
• Example: 86581051-fb0d-4c4a-b1e3-ebc1abd17174
• Use when: Scripting with multiple profiles or ensuring exact profile match

UUID Format Auto-Detection:

• The system automatically detects UUID format in profile names
• If you provide a UUID-formatted string to --profile, it's treated as a profile ID
• This prevents accidental profile creation when you meant to use an ID
• Example: --profile "86581051-fb0d-4c4a-b1e3-ebc1abd17174" is treated as profile ID

Resolution Priority:

1. --profile flag (profile name or UUID auto-detected as ID)
2. Use once browser if no profile specified

Profile Resolution Logic: When you specify a profile for a browser action:

1. Check running browsers - Uses existing browser if already running (earliest if multiple)
2. Start browser - Starts the profile if it exists but isn't running
3. Create profile - If profile NAME doesn't exist, creates it automatically
4. Error - If profile ID doesn't exist, returns an error
5. Once browser - If no profile specified, uses or creates temporary browser

Important: If multiple profiles have the same name, the earliest started browser will be used.

Sticky Sessions

Once you start a session with a profile, that session "locks" to that browser instance. Subsequent commands automatically reuse the same browser without repeating the --profile flag.

# First command: link session to profile
nstbrowser-ai-agent --profile my-profile open https://example.com

# Subsequent commands: Stays in 'my-profile' automatically
nstbrowser-ai-agent snapshot -i
nstbrowser-ai-agent click @e1
nstbrowser-ai-agent fill @e2 "data"

This makes automation scripts cleaner and reduces the need to specify the profile repeatedly.

Refs

Elements are identified by refs (e.g., @e1, @e2) from snapshots, making automation more reliable than CSS selectors.

# Get snapshot with refs
nstbrowser-ai-agent snapshot -i

# Output shows elements with refs:
# @e1 button "Submit"
# @e2 textbox "Email"
# @e3 textbox "Password"

# Use refs to interact
nstbrowser-ai-agent fill @e2 "user@example.com"
nstbrowser-ai-agent fill @e3 "password"
nstbrowser-ai-agent click @e1

Note: For modern web frameworks (React, Vue, Angular), CSS selectors may be more reliable than refs.

Configuration

Config File (Recommended)

Store configuration persistently in ~/.nst-ai-agent/config.json:

# Set API key (required)
nstbrowser-ai-agent config set key YOUR_API_KEY

# Optional: Set custom host
nstbrowser-ai-agent config set host api.example.com

# Optional: Set custom port
nstbrowser-ai-agent config set port 9000

# View all configuration
nstbrowser-ai-agent config show

# Get specific value
nstbrowser-ai-agent config get key

Configuration persists across sessions and takes priority over environment variables.

Environment Variables

Alternative to config file:

# Nstbrowser API credentials (required if not using config)
# Set NST_API_KEY in your environment

# Optional: Nstbrowser API endpoint
# Set NST_HOST and NST_PORT if using custom endpoint

# Optional: Specify profile for each command
# nstbrowser-ai-agent open https://example.com --profile "my-profile"

Priority: Config file > Environment variables > Defaults

Common Commands

Profile Management

List Profiles

# List all profiles
nstbrowser-ai-agent profile list

# List with JSON output
nstbrowser-ai-agent profile list --json

# List with pagination (for large datasets)
nstbrowser-ai-agent profile list-cursor --page-size 50

Show Profile Details

# Show by name or ID
nstbrowser-ai-agent profile show my-profile --json
nstbrowser-ai-agent profile show 86581051-fb0d-4c4a-b1e3-ebc1abd17174 --json

Create Profile

nstbrowser-ai-agent profile create my-profile \
  --proxy-host proxy.example.com \
  --proxy-port 8080 \
  --proxy-type http \
  --platform Windows

Delete Profile

# Delete single profile
nstbrowser-ai-agent profile delete <profile-name-or-id>

# Delete multiple profiles
nstbrowser-ai-agent profile delete id-1 id-2 id-3

Browser Control

Start Browser

# Start with profile name
nstbrowser-ai-agent browser start my-profile

# Start with profile ID
nstbrowser-ai-agent browser start 86581051-fb0d-4c4a-b1e3-ebc1abd17174

# Start temporary browser
nstbrowser-ai-agent browser start-once

# Start temporary browser
nstbrowser-ai-agent browser start-once

Stop Browser

# Stop specific browser
nstbrowser-ai-agent browser stop my-profile

# Stop all browsers
nstbrowser-ai-agent browser stop-all

List Running Browsers

nstbrowser-ai-agent browser list

Page Navigation

Open URL

# Auto-launches browser if not running
nstbrowser-ai-agent open https://example.com

Navigate

nstbrowser-ai-agent back
nstbrowser-ai-agent forward
nstbrowser-ai-agent reload

Page Inspection

Get Snapshot

# Accessibility snapshot with refs (best for AI)
nstbrowser-ai-agent snapshot -i

# Compact snapshot
nstbrowser-ai-agent snapshot -c

# Custom depth
nstbrowser-ai-agent snapshot -d 3

Get Page Info

nstbrowser-ai-agent get title
nstbrowser-ai-agent get url

Take Screenshot

nstbrowser-ai-agent screenshot output.png

# Annotated screenshot with element labels
nstbrowser-ai-agent screenshot --annotate output.png

Element Interaction

Click

# Click by ref
nstbrowser-ai-agent click @e1

# Click by CSS selector
nstbrowser-ai-agent click 'button[type="submit"]'

Fill Input

# Fill by ref
nstbrowser-ai-agent fill @e2 "text"

# Fill by CSS selector
nstbrowser-ai-agent fill 'input[name="email"]' "user@example.com"

Type Text

nstbrowser-ai-agent type @e3 "text"

Get Element Text

nstbrowser-ai-agent get text @e4
nstbrowser-ai-agent get text '.product-price'

Wait Commands

Wait for Element

nstbrowser-ai-agent wait 'button.submit'

Wait for Time

# Wait 3 seconds
nstbrowser-ai-agent wait 3000

Wait for Page Load

nstbrowser-ai-agent wait --load networkidle

JavaScript Execution

Execute JavaScript

nstbrowser-ai-agent eval "document.title"
nstbrowser-ai-agent eval "document.querySelectorAll('a').length"

# Execute from stdin
echo "document.body.innerHTML" | nstbrowser-ai-agent eval --stdin

Proxy Management

Show Proxy

nstbrowser-ai-agent profile proxy show my-profile --json

Update Proxy

nstbrowser-ai-agent profile proxy update my-profile \
  --host proxy.example.com \
  --port 8080 \
  --type http \
  --username proxyuser \
  --password proxypass

Reset Proxy

nstbrowser-ai-agent profile proxy reset <profile-name-or-id>

Batch Proxy Operations

# Batch update
nstbrowser-ai-agent profile proxy batch-update id-1 id-2 id-3 \
  --host proxy.example.com \
  --port 8080 \
  --type http

# Batch reset
nstbrowser-ai-agent profile proxy batch-reset id-1 id-2 id-3

Workflow Examples

Pattern 1: Profile-based Automation

Use Case: Automate tasks that require persistent login sessions or cookies.

# 1. List profiles to verify connection
nstbrowser-ai-agent profile list

# 2. Set profile by name
nstbrowser-ai-agent config set profile my-profile

# 3. List profiles to find target
nstbrowser-ai-agent profile list

# 4. Open browser with profile (auto-starts if not running)
nstbrowser-ai-agent open https://example.com --profile "my-profile"
nstbrowser-ai-agent open https://example.com

# 6. Get snapshot
nstbrowser-ai-agent snapshot -i

# 7. Interact with page
nstbrowser-ai-agent click @e1
nstbrowser-ai-agent fill @e2 "data"

# 8. Close (session saved to profile)
nstbrowser-ai-agent close

Pattern 2: Batch Profile Management

Use Case: Manage multiple profiles efficiently (update proxies, add tags, organize).

# Get multiple profile IDs
PROFILE_IDS=$(nstbrowser-ai-agent profile list --json | jq -r '.data.profiles[0:3] | map(.profileId) | join(" ")')

# Batch update proxy
nstbrowser-ai-agent profile proxy batch-update $PROFILE_IDS \
  --host proxy.example.com \
  --port 8080 \
  --type http

# Batch add tags
nstbrowser-ai-agent profile tags batch-create $PROFILE_IDS \
  automated:blue batch-updated:green

# Batch move to group
GROUP_ID=$(nstbrowser-ai-agent profile groups list --json | jq -r '.data.groups[0].groupId')
nstbrowser-ai-agent profile groups batch-change $GROUP_ID $PROFILE_IDS

Pattern 3: Login and Scrape

Use Case: Log in to a website, navigate to data pages, and extract information.

# 1. Open login page
nstbrowser-ai-agent --profile my-profile open https://site.com/login

# 2. Wait for page to load
nstbrowser-ai-agent wait --load networkidle

# 3. Fill and submit using CSS selectors
nstbrowser-ai-agent fill 'input[placeholder="Email"]' "user@example.com"
nstbrowser-ai-agent fill 'input[type="password"]' "userpassword"
nstbrowser-ai-agent click 'button[type="submit"]'

# 4. Wait for navigation
nstbrowser-ai-agent wait --load networkidle

# 5. Navigate to target page
nstbrowser-ai-agent open https://site.com/data

# 6. Extract data
nstbrowser-ai-agent snapshot -i > data.txt
nstbrowser-ai-agent eval "document.querySelector('.info')?.textContent"

# 7. Close (session saved to profile)
nstbrowser-ai-agent close

Error Handling

Common Errors (by frequency)

1. "NST_API_KEY is required"

Cause: API key not configured.

Solution:

# Method 1: Config file (recommended)
nstbrowser-ai-agent config set key YOUR_API_KEY

# Method 2: Set environment variable in your shell

Verify:

nstbrowser-ai-agent config get key

2. "Failed to connect to Nstbrowser"

Cause: Nstbrowser service not running or wrong endpoint.

Solution:

1. Check if NST agent is running:

   nstbrowser-ai-agent nst status

1. Ensure Nstbrowser client is running
2. If using custom host/port, configure:

   nstbrowser-ai-agent config set host YOUR_HOST
   nstbrowser-ai-agent config set port YOUR_PORT

Verify:

# Should show "NST agent is running and responsive"
nstbrowser-ai-agent nst status

# Should return list of profiles
nstbrowser-ai-agent profile list

3. "Profile not found"

Cause: Specified profile doesn't exist.

Solution:

1. List available profiles:

   nstbrowser-ai-agent profile list

1. Create a new profile:

   nstbrowser-ai-agent profile create my-profile

1. Or use temporary browser:

   nstbrowser-ai-agent browser start-once

Verify:

# Should show your profile
nstbrowser-ai-agent profile show my-profile

4. "Element not found" or "Action timed out"

Cause: Element ref is stale or page structure changed.

Solution:

1. Get fresh snapshot:

   nstbrowser-ai-agent snapshot -i

1. Use CSS selectors instead of refs:

   # Instead of: nstbrowser-ai-agent click @e1
   # Use: nstbrowser-ai-agent click 'button[type="submit"]'

1. Inspect page elements:

   nstbrowser-ai-agent eval "Array.from(document.querySelectorAll('input')).map(el => ({type: el.type, placeholder: el.placeholder}))"

Verify:

# Element should be visible
nstbrowser-ai-agent is visible 'button[type="submit"]'

Ref System Limitations

The ref system (@e1, @e2, etc.) may not work reliably with modern web frameworks (Vue.js, React, Angular) due to dynamic DOM updates.

Workaround - Use CSS Selectors:

# 1. Inspect page elements
nstbrowser-ai-agent eval "Array.from(document.querySelectorAll('input')).map(el => ({type: el.type, placeholder: el.placeholder}))"

# 2. Use CSS selectors directly
nstbrowser-ai-agent fill 'input[placeholder="Email"]' "user@example.com"
nstbrowser-ai-agent fill 'input[type="password"]' "password"
nstbrowser-ai-agent click 'button[type="submit"]'

Command Reference

Profile Commands

• profile list - List all profiles
• profile list-cursor - List profiles with cursor pagination
• profile show <name-or-id> - Show profile details
• profile create <name> - Create new profile
• profile delete <name-or-id> [name-or-id...] - Delete profile(s)
• profile groups list - List all groups
• profile groups change <group-id> <profile-name-or-id> [...] - Move profile(s) to group
• profile groups batch-change <group-id> <id> [...] - Batch change group
• profile cache clear <id> [id...] - Clear profile cache
• profile cookies clear <id> [id...] - Clear profile cookies

Proxy Commands

• profile proxy show <name-or-id> - Show proxy configuration
• profile proxy update <name-or-id> - Update proxy settings
• profile proxy reset <id> [id...] - Reset proxy settings
• profile proxy batch-update <id> [id...] - Batch update proxy
• profile proxy batch-reset <id> [id...] - Batch reset proxy

Tag Commands

• profile tags list - List all tags
• profile tags create <id> <tag> - Add tag to profile
• profile tags update <id> <tag:color> [...] - Update profile tags
• profile tags clear <id> [id...] - Clear profile tags
• profile tags batch-create <id> [id...] <tag:color> - Batch create tags
• profile tags batch-update <id> [id...] <tag:color> - Batch update tags
• profile tags batch-clear <id> [id...] - Batch clear tags

Browser Commands

• browser list - List running browsers
• browser start <name-or-id> - Start browser with profile
• browser start-once - Start temporary browser
• browser stop <name-or-id> - Stop browser
• browser stop-all - Stop all browsers
• browser pages <name-or-id> - Get browser pages list
• browser debugger <name-or-id> - Get debugger URL
• browser cdp-url <name-or-id> - Get CDP WebSocket URL
• browser cdp-url-once - Get CDP URL for temporary browser
• browser connect <name-or-id> - Connect and get CDP URL
• browser connect-once - Connect to temporary browser and get CDP URL

Navigation Commands

• open <url> - Navigate to URL
• back - Go back
• forward - Go forward
• reload - Reload page

Inspection Commands

• snapshot [-i] [-c] [-d <depth>] - Get page snapshot
• get title - Get page title
• get url - Get current URL
• get text <sel> - Get element text
• screenshot [path] - Take screenshot
• is visible <sel> - Check if element is visible

Interaction Commands

• click <sel> - Click element
• fill <sel> <text> - Fill input
• type <sel> <text> - Type into element
• press <key> - Press key
• wait <sel|ms> - Wait for element or time

Utility Commands

• eval <js> - Execute JavaScript
• close - Close browser
• session list - List active sessions
• update check - Check for available updates
• nst status - Check if NST agent is running
• config set <key> <value> - Set configuration
• config get <key> - Get configuration value
• config show - Show all configuration

JSON Output

All commands support --json flag for machine-readable output:

nstbrowser-ai-agent profile list --json
nstbrowser-ai-agent snapshot -i --json
nstbrowser-ai-agent get text @e1 --json

Best Practices

1. Use Profile Names: More readable than IDs for most use cases
2. Leverage Sticky Sessions: No need to repeat --profile flag once browser is running
3. Use Batch Operations: More efficient for multiple profiles
4. Organize with Groups and Tags: Keep profiles organized
5. Prefer CSS Selectors for Modern Apps: Refs may not work with Vue/React/Angular
6. Wait Appropriately: Use wait --load networkidle after navigation
7. Close Cleanly: Always close browser to save session state
8. Handle Errors: Check command output and retry if needed
9. Use Proxies Per Profile: Configure proxies for geo-targeting or privacy
10. Keep Updated: Run nstbrowser-ai-agent update check periodically

Updates

Automatic Update Checks

The CLI automatically checks for updates once every 24 hours and notifies you when a new version is available.

Disable automatic checks:

# Set environment variable
NSTBROWSER_AI_AGENT_NO_UPDATE_CHECK=1

Manual Update Check

# Check for updates
nstbrowser-ai-agent update check

# JSON output
nstbrowser-ai-agent update check --json

Updating to Latest Version

# If installed globally
npm install -g nstbrowser-ai-agent@latest

# If using npx
npx nstbrowser-ai-agent@latest

# If installed locally in project
npm install nstbrowser-ai-agent@latest

Deep-Dive Documentation

For more detailed information, see:

Ready-to-Use Templates

./templates/profile-setup.sh my-profile --proxy-host proxy.com --proxy-port 8080
./templates/batch-proxy-update.sh "id1 id2 id3" --proxy-host proxy.com --proxy-port 8080
./templates/automated-workflow.sh my-profile https://example.com

Notes

• Nstbrowser is required: This tool only works with Nstbrowser service
• Profile name/ID support: All commands accept both names and IDs
• Auto-start: Browser automatically starts when using profile if not running
• Name resolution: Profile names are resolved to IDs automatically via API
• Sticky sessions: Profile persists across commands in the same session
• Profiles managed by Nstbrowser: Profiles are created and stored by Nstbrowser client
• Daemon auto-starts: Daemon starts on first command and persists between commands
• Session persistence: Session state is automatically saved to profiles when browser closes
• Temporary browsers: Use browser start-once for disposable sessions that don't save state

CDP Integration

Get Chrome DevTools Protocol (CDP) WebSocket URLs to connect external tools:

# Get CDP URL for existing browser
nstbrowser-ai-agent browser cdp-url my-profile

# Get CDP URL for temporary browser
nstbrowser-ai-agent browser cdp-url-once

# Connect to browser and get CDP URL (starts if not running)
nstbrowser-ai-agent browser connect my-profile

# Connect to temporary browser and get CDP URL
nstbrowser-ai-agent browser connect-once

Use cases:

• Connect Puppeteer/Playwright to Nstbrowser-managed browsers
• Attach Chrome DevTools for debugging
• Integrate with custom CDP-based automation tools
• Monitor browser activity with external tools