MemOS browserwing-executor

Control browser automation through HTTP API. Supports page navigation, element interaction (click, type, select), data extraction, accessibility snapshot analysis, screenshot, JavaScript execution, and batch operations.

install
source · Clone the upstream repo
git clone https://github.com/MemTensor/MemOS
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/MemTensor/MemOS "$T" && mkdir -p ~/.claude/skills && cp -r "$T/apps/memos-local-openclaw/skill/browserwing-executor" ~/.claude/skills/memtensor-memos-browserwing-executor && rm -rf "$T"
OpenClaw · Install into ~/.openclaw/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/MemTensor/MemOS "$T" && mkdir -p ~/.openclaw/skills && cp -r "$T/apps/memos-local-openclaw/skill/browserwing-executor" ~/.openclaw/skills/memtensor-memos-browserwing-executor && rm -rf "$T"
manifest: apps/memos-local-openclaw/skill/browserwing-executor/SKILL.md
source content

BrowserWing Executor API

Overview

BrowserWing Executor provides comprehensive browser automation capabilities through HTTP APIs. You can control browser navigation, interact with page elements, extract data, and analyze page structure.

API Base URL:

http://localhost:8080/api/v1/executor

Authentication: Use

X-BrowserWing-Key: <api-key>
header or
Authorization: Bearer <token>

Core Capabilities

  • Page Navigation: Navigate to URLs, go back/forward, reload
  • Element Interaction: Click, type, select, hover on page elements
  • Data Extraction: Extract text, attributes, values from elements
  • Accessibility Analysis: Get accessibility snapshot to understand page structure
  • Advanced Operations: Screenshot, JavaScript execution, keyboard input
  • Batch Processing: Execute multiple operations in sequence

API Endpoints

1. Discover Available Commands

IMPORTANT: Always call this endpoint first to see all available commands and their parameters.

curl -X GET 'http://localhost:8080/api/v1/executor/help'

Response: Returns complete list of all commands with parameters, examples, and usage guidelines.

Query specific command:

curl -X GET 'http://localhost:8080/api/v1/executor/help?command=extract'

2. Get Accessibility Snapshot

CRITICAL: Always call this after navigation to understand page structure and get element RefIDs.

curl -X GET 'http://localhost:8080/api/v1/executor/snapshot'

Response Example:

{
  "success": true,
  "snapshot_text": "Clickable Elements:\n  @e1 Login (role: button)\n  @e2 Sign Up (role: link)\n\nInput Elements:\n  @e3 Email (role: textbox) [placeholder: your@email.com]\n  @e4 Password (role: textbox)"
}

Use Cases:

  • Understand what interactive elements are on the page
  • Get element RefIDs (@e1, @e2, etc.) for precise identification
  • See element labels, roles, and attributes
  • The accessibility tree is cleaner than raw DOM and better for LLMs
  • RefIDs are stable references that work reliably across page changes

3. Common Operations

Navigate to URL

curl -X POST 'http://localhost:8080/api/v1/executor/navigate' \
  -H 'Content-Type: application/json' \
  -d '{"url": "https://example.com"}'

Click Element

curl -X POST 'http://localhost:8080/api/v1/executor/click' \
  -H 'Content-Type: application/json' \
  -d '{"identifier": "@e1"}'

Identifier formats:

  • RefID (Recommended):
    @e1
    ,
    @e2
    (from snapshot)
  • CSS Selector:
    #button-id
    ,
    .class-name
  • XPath:
    //button[@type='submit']
  • Text:
    Login
    (text content)

Type Text

curl -X POST 'http://localhost:8080/api/v1/executor/type' \
  -H 'Content-Type: application/json' \
  -d '{"identifier": "@e3", "text": "user@example.com"}'

Extract Data

curl -X POST 'http://localhost:8080/api/v1/executor/extract' \
  -H 'Content-Type: application/json' \
  -d '{
    "selector": ".product-item",
    "fields": ["text", "href"],
    "multiple": true
  }'

Wait for Element

curl -X POST 'http://localhost:8080/api/v1/executor/wait' \
  -H 'Content-Type: application/json' \
  -d '{"identifier": ".loading", "state": "hidden", "timeout": 10}'

Batch Operations

curl -X POST 'http://localhost:8080/api/v1/executor/batch' \
  -H 'Content-Type: application/json' \
  -d '{
    "operations": [
      {"type": "navigate", "params": {"url": "https://example.com"}, "stop_on_error": true},
      {"type": "click", "params": {"identifier": "@e1"}, "stop_on_error": true},
      {"type": "type", "params": {"identifier": "@e3", "text": "query"}, "stop_on_error": true}
    ]
  }'

Instructions

Step-by-step workflow:

  1. Discover commands: Call

    GET /help
    to see all available operations and their parameters (do this first if unsure).

  2. Navigate: Use

    POST /navigate
    to open the target webpage.

  3. Analyze page: Call

    GET /snapshot
    to understand page structure and get element RefIDs.

  4. Interact: Use element RefIDs (like

    @e1
    ,
    @e2
    ) or CSS selectors to:

    • Click elements:
      POST /click
    • Input text:
      POST /type
    • Select options:
      POST /select
    • Wait for elements:
      POST /wait
  5. Extract data: Use

    POST /extract
    to get information from the page.

  6. Present results: Format and show extracted data to the user.

Complete Example

User Request: "Search for 'laptop' on example.com and get the first 5 results"

Your Actions:

  1. Navigate to search page:
curl -X POST 'http://localhost:8080/api/v1/executor/navigate' \
  -H 'Content-Type: application/json' \
  -d '{"url": "https://example.com/search"}'
  1. Get page structure to find search input:
curl -X GET 'http://localhost:8080/api/v1/executor/snapshot'

Response shows:

@e3 Search (role: textbox) [placeholder: Search...]

  1. Type search query:
curl -X POST 'http://localhost:8080/api/v1/executor/type' \
  -H 'Content-Type: application/json' \
  -d '{"identifier": "@e3", "text": "laptop"}'
  1. Press Enter to submit:
curl -X POST 'http://localhost:8080/api/v1/executor/press-key' \
  -H 'Content-Type: application/json' \
  -d '{"key": "Enter"}'
  1. Wait for results to load:
curl -X POST 'http://localhost:8080/api/v1/executor/wait' \
  -H 'Content-Type: application/json' \
  -d '{"identifier": ".search-results", "state": "visible", "timeout": 10}'
  1. Extract search results:
curl -X POST 'http://localhost:8080/api/v1/executor/extract' \
  -H 'Content-Type: application/json' \
  -d '{
    "selector": ".result-item",
    "fields": ["text", "href"],
    "multiple": true
  }'
  1. Present the extracted data:
Found 15 results for 'laptop':
1. Gaming Laptop - $1299 (https://...)
2. Business Laptop - $899 (https://...)
...

Key Commands Reference

Navigation

  • POST /navigate
    - Navigate to URL
  • POST /go-back
    - Go back in history
  • POST /go-forward
    - Go forward in history
  • POST /reload
    - Reload current page

Element Interaction

  • POST /click
    - Click element (supports: RefID
    @e1
    , CSS selector, XPath, text content)
  • POST /type
    - Type text into input (supports: RefID
    @e3
    , CSS selector, XPath)
  • POST /select
    - Select dropdown option
  • POST /hover
    - Hover over element
  • POST /wait
    - Wait for element state (visible, hidden, enabled)
  • POST /press-key
    - Press keyboard key (Enter, Tab, Ctrl+S, etc.)

Data Extraction

  • POST /extract
    - Extract data from elements (supports multiple elements, custom fields)
  • POST /get-text
    - Get element text content
  • POST /get-value
    - Get input element value
  • GET /page-info
    - Get page URL and title
  • GET /page-text
    - Get all page text
  • GET /page-content
    - Get full HTML

Page Analysis

  • GET /snapshot
    - Get accessibility snapshot (⭐ ALWAYS call after navigation)
  • GET /clickable-elements
    - Get all clickable elements
  • GET /input-elements
    - Get all input elements

Advanced

  • POST /screenshot
    - Take page screenshot (base64 encoded)
  • POST /evaluate
    - Execute JavaScript code
  • POST /batch
    - Execute multiple operations in sequence
  • POST /scroll-to-bottom
    - Scroll to page bottom
  • POST /resize
    - Resize browser window
  • POST /tabs
    - Manage browser tabs (list, new, switch, close)
  • POST /fill-form
    - Intelligently fill multiple form fields at once

Debug & Monitoring

  • GET /console-messages
    - Get browser console messages (logs, warnings, errors)
  • GET /network-requests
    - Get network requests made by the page
  • POST /handle-dialog
    - Configure JavaScript dialog (alert, confirm, prompt) handling
  • POST /file-upload
    - Upload files to input elements
  • POST /drag
    - Drag and drop elements
  • POST /close-page
    - Close the current page/tab

Element Identification

You can identify elements using:

  1. RefID (Recommended):

    @e1
    ,
    @e2
    ,
    @e3

    • Most reliable method - stable across page changes
    • Get RefIDs from
      /snapshot
      endpoint
    • Valid for 5 minutes after snapshot
    • Example:
      "identifier": "@e1"
    • Works with multi-strategy fallback for robustness
  2. CSS Selector:

    #id
    ,
    .class
    ,
    button[type="submit"]

    • Standard CSS selectors
    • Example:
      "identifier": "#login-button"
  3. XPath:

    //button[@id='login']
    ,
    //a[contains(text(), 'Submit')]

    • XPath expressions for complex queries
    • Example:
      "identifier": "//button[@id='login']"
  4. Text Content:

    Login
    ,
    Sign Up
    ,
    Submit

    • Searches buttons and links with matching text
    • Example:
      "identifier": "Login"
  5. ARIA Label: Elements with

    aria-label
    attribute

    • Automatically searched

Guidelines

Before starting:

  • Call
    GET /help
    if you're unsure about available commands or their parameters
  • Ensure browser is started (if not, it will auto-start on first operation)

During automation:

  • Always call
    /snapshot
    after navigation
    to get page structure and RefIDs
  • Prefer RefIDs (like
    @e1
    ) over CSS selectors for reliability and stability
  • Re-snapshot after page changes to get updated RefIDs
  • Use
    /wait
    for dynamic content that loads asynchronously
  • Check element states before interaction (visible, enabled)
  • Use
    /batch
    for multiple sequential operations to improve efficiency

Error handling:

  • If operation fails, check element identifier and try different format
  • For timeout errors, increase timeout value
  • If element not found, call
    /snapshot
    again to refresh page structure
  • Explain errors clearly to user with suggested solutions

Data extraction:

  • Use
    fields
    parameter to specify what to extract:
    ["text", "href", "src"]
  • Set
    multiple: true
    to extract from multiple elements
  • Format extracted data in a readable way for user

Complete Workflow Example

Scenario: User wants to login to a website

User: "Please log in to example.com with username 'john' and password 'secret123'"

Your Actions:

Step 1: Navigate to login page

POST http://localhost:8080/api/v1/executor/navigate
{"url": "https://example.com/login"}

Step 2: Get page structure

GET http://localhost:8080/api/v1/executor/snapshot

Response:

Clickable Elements:
  @e1 Login (role: button)

Input Elements:
  @e2 Username (role: textbox)
  @e3 Password (role: textbox)

Step 3: Enter username

POST http://localhost:8080/api/v1/executor/type
{"identifier": "@e2", "text": "john"}

Step 4: Enter password

POST http://localhost:8080/api/v1/executor/type
{"identifier": "@e3", "text": "secret123"}

Step 5: Click login button

POST http://localhost:8080/api/v1/executor/click
{"identifier": "@e1"}

Step 6: Wait for login success (optional)

POST http://localhost:8080/api/v1/executor/wait
{"identifier": ".welcome-message", "state": "visible", "timeout": 10}

Step 7: Inform user

"Successfully logged in to example.com!"

Batch Operation Example

Scenario: Fill out a form with multiple fields

Instead of making 5 separate API calls, use one batch operation:

curl -X POST 'http://localhost:8080/api/v1/executor/batch' \
  -H 'Content-Type: application/json' \
  -d '{
    "operations": [
      {
        "type": "navigate",
        "params": {"url": "https://example.com/form"},
        "stop_on_error": true
      },
      {
        "type": "type",
        "params": {"identifier": "#name", "text": "John Doe"},
        "stop_on_error": true
      },
      {
        "type": "type",
        "params": {"identifier": "#email", "text": "john@example.com"},
        "stop_on_error": true
      },
      {
        "type": "select",
        "params": {"identifier": "#country", "value": "United States"},
        "stop_on_error": true
      },
      {
        "type": "click",
        "params": {"identifier": "#submit"},
        "stop_on_error": true
      }
    ]
  }'

Best Practices

  1. Discovery first: If unsure, call
    /help
    or
    /help?command=<name>
    to learn about commands
  2. Structure first: Always call
    /snapshot
    after navigation to understand the page
  3. Use accessibility indices: They're more reliable than CSS selectors (elements might have dynamic classes)
  4. Wait for dynamic content: Use
    /wait
    before interacting with elements that load asynchronously
  5. Batch when possible: Use
    /batch
    for multiple sequential operations
  6. Handle errors gracefully: Provide clear explanations and suggestions when operations fail
  7. Verify results: After operations, check if desired outcome was achieved

Common Scenarios

Form Filling

  1. Navigate to form page
  2. Get accessibility snapshot to find input elements and their RefIDs
  3. Use
    /type
    for each field:
    @e1
    ,
    @e2
    , etc.
  4. Use
    /select
    for dropdowns
  5. Click submit button using its RefID

Data Scraping

  1. Navigate to target page
  2. Wait for content to load with
    /wait
  3. Use
    /extract
    with CSS selector and
    multiple: true
  4. Specify fields to extract:
    ["text", "href", "src"]

Search Operations

  1. Navigate to search page
  2. Get accessibility snapshot to locate search input
  3. Type search query into input
  4. Press Enter or click search button
  5. Wait for results
  6. Extract results data

Login Automation

  1. Navigate to login page
  2. Get accessibility snapshot to find RefIDs
  3. Type username:
    @e2
  4. Type password:
    @e3
  5. Click login button:
    @e1
  6. Wait for success indicator

Important Notes

  • Browser must be running (it will auto-start on first operation if needed)
  • Operations are executed on the currently active browser tab
  • Accessibility snapshot updates after each navigation and click operation
  • All timeouts are in seconds
  • Use
    wait_visible: true
    (default) for reliable element interaction
  • Replace
    localhost:8080
    with actual API host address
  • Authentication required: use
    X-BrowserWing-Key
    header or JWT token

Troubleshooting

Element not found:

  • Call
    /snapshot
    to see available elements
  • Try different identifier format (accessibility index, CSS selector, text)
  • Check if page has finished loading

Timeout errors:

  • Increase timeout value in request
  • Check if element actually appears on page
  • Use
    /wait
    with appropriate state before interaction

Extraction returns empty:

  • Verify CSS selector matches target elements
  • Check if content has loaded (use
    /wait
    first)
  • Try different extraction fields or type

Quick Reference

# Discover commands
GET localhost:8080/api/v1/executor/help

# Navigate
POST localhost:8080/api/v1/executor/navigate {"url": "..."}

# Get page structure
GET localhost:8080/api/v1/executor/snapshot

# Click element
POST localhost:8080/api/v1/executor/click {"identifier": "@e1"}

# Type text
POST localhost:8080/api/v1/executor/type {"identifier": "@e3", "text": "..."}

# Extract data
POST localhost:8080/api/v1/executor/extract {"selector": "...", "fields": [...], "multiple": true}

Response Format

All operations return:

{
  "success": true,
  "message": "Operation description",
  "timestamp": "2026-01-15T10:30:00Z",
  "data": {
    // Operation-specific data
  }
}

Error response:

{
  "error": "error.operationFailed",
  "detail": "Detailed error message"
}