Selenium▌
by angiejones
Automate web browser actions efficiently using Selenium WebDriver for robust testing with Selenium on Python and seamles
Automates web browser actions with Selenium WebDriver.
Both formats append explainx.ai attribution and the canonical URL for this MCP server listing.
best for
- / AI agents performing web-based tasks and workflows
- / Automated testing of web applications
- / Web scraping and data extraction from interactive sites
- / Browser-based automation without manual scripting
capabilities
- / Launch Chrome, Firefox, Edge, or Safari browsers
- / Navigate to URLs and click elements on web pages
- / Fill forms and type text into input fields
- / Extract text content from web page elements
- / Perform drag-and-drop and hover interactions
- / Execute right-clicks and double-clicks on elements
what it does
Automates web browsers through Selenium WebDriver, allowing AI agents to click buttons, fill forms, navigate pages, and interact with websites programmatically.
about
Selenium is a community-built MCP server published by angiejones that provides AI assistants with tools and capabilities via the Model Context Protocol. Automate web browser actions efficiently using Selenium WebDriver for robust testing with Selenium on Python and seamles It is categorized under browser automation. This server exposes 14 tools that AI clients can invoke during conversations and coding sessions.
how to install
You can install Selenium in your AI client of choice. Use the install panel on this page to get one-click setup for Cursor, Claude Desktop, VS Code, and other MCP-compatible clients. This server runs locally on your machine via the stdio transport.
license
MIT
Selenium is released under the MIT license. This is a permissive open-source license, meaning you can freely use, modify, and distribute the software.
readme
MCP Selenium Server
A Model Context Protocol (MCP) server for Selenium WebDriver — browser automation for AI agents.
<a href="https://glama.ai/mcp/servers/@angiejones/mcp-selenium"> <img width="380" height="200" src="https://glama.ai/mcp/servers/@angiejones/mcp-selenium/badge" alt="Selenium MCP server" /> </a>Setup
<details open> <summary><strong>Goose (Desktop)</strong></summary>Paste into your browser address bar:
goose://extension?cmd=npx&arg=-y&arg=%40angiejones%2Fmcp-selenium%40latest&id=selenium-mcp&name=Selenium%20MCP&description=automates%20browser%20interactions
</details>
<details>
<summary><strong>Goose (CLI)</strong></summary>
goose session --with-extension "npx -y @angiejones/mcp-selenium@latest"
</details>
<details>
<summary><strong>Claude Code</strong></summary>
claude mcp add selenium -- npx -y @angiejones/mcp-selenium@latest
</details>
<details>
<summary><strong>Cursor / Windsurf / other MCP clients</strong></summary>
{
"mcpServers": {
"selenium": {
"command": "npx",
"args": ["-y", "@angiejones/mcp-selenium@latest"]
}
}
}
</details>
Example Usage
Tell the AI agent of your choice:
Open Chrome, go to github.com/angiejones, and take a screenshot.
The agent will call Selenium's APIs to start_browser, navigate, and take_screenshot. No manual scripting or explicit directions needed.
Supported Browsers
Chrome, Firefox, Edge, and Safari.
Safari note: Requires macOS. Run
sudo safaridriver --enableonce and enable "Allow Remote Automation" in Safari → Settings → Developer. No headless mode.
<details> <summary><strong>Tools</strong></summary>
start_browser
Launches a browser session.
| Parameter | Type | Required | Description |
|---|---|---|---|
| browser | string | Yes | chrome, firefox, edge, or safari |
| options | object | No | { headless: boolean, arguments: string[] } |
navigate
Navigates to a URL.
| Parameter | Type | Required | Description |
|---|---|---|---|
| url | string | Yes | URL to navigate to |
interact
Performs a mouse action on an element.
| Parameter | Type | Required | Description |
|---|---|---|---|
| action | string | Yes | click, doubleclick, rightclick, or hover |
| by | string | Yes | Locator strategy: id, css, xpath, name, tag, class |
| value | string | Yes | Value for the locator strategy |
| timeout | number | No | Max wait in ms (default: 10000) |
send_keys
Types text into an element. Clears the field first.
| Parameter | Type | Required | Description |
|---|---|---|---|
| by | string | Yes | Locator strategy |
| value | string | Yes | Locator value |
| text | string | Yes | Text to enter |
| timeout | number | No | Max wait in ms (default: 10000) |
get_element_text
Gets the text content of an element.
| Parameter | Type | Required | Description |
|---|---|---|---|
| by | string | Yes | Locator strategy |
| value | string | Yes | Locator value |
| timeout | number | No | Max wait in ms (default: 10000) |
get_element_attribute
Gets an attribute value from an element.
| Parameter | Type | Required | Description |
|---|---|---|---|
| by | string | Yes | Locator strategy |
| value | string | Yes | Locator value |
| attribute | string | Yes | Attribute name (e.g., href, value, class) |
| timeout | number | No | Max wait in ms (default: 10000) |
press_key
Presses a keyboard key.
| Parameter | Type | Required | Description |
|---|---|---|---|
| key | string | Yes | Key to press (e.g., Enter, Tab, a) |
upload_file
Uploads a file via a file input element.
| Parameter | Type | Required | Description |
|---|---|---|---|
| by | string | Yes | Locator strategy |
| value | string | Yes | Locator value |
| filePath | string | Yes | Absolute path to the file |
| timeout | number | No | Max wait in ms (default: 10000) |
take_screenshot
Captures a screenshot of the current page.
| Parameter | Type | Required | Description |
|---|---|---|---|
| outputPath | string | No | Save path. If omitted, returns base64 image data. |
close_session
Closes the current browser session. No parameters.
execute_script
Executes JavaScript in the browser. Use for advanced interactions not covered by other tools (e.g., drag and drop, scrolling, reading computed styles, DOM manipulation).
| Parameter | Type | Required | Description |
|---|---|---|---|
| script | string | Yes | JavaScript code to execute |
| args | array | No | Arguments accessible via arguments[0], etc. |
window
Manages browser windows and tabs.
| Parameter | Type | Required | Description |
|---|---|---|---|
| action | string | Yes | list, switch, switch_latest, or close |
| handle | string | No | Window handle (required for switch) |
frame
Switches focus to a frame or back to the main page.
| Parameter | Type | Required | Description |
|---|---|---|---|
| action | string | Yes | switch or default |
| by | string | No | Locator strategy (for switch) |
| value | string | No | Locator value (for switch) |
| index | number | No | Frame index, 0-based (for switch) |
| timeout | number | No | Max wait in ms (default: 10000) |
alert
Handles browser alert, confirm, or prompt dialogs.
| Parameter | Type | Required | Description |
|---|---|---|---|
| action | string | Yes | accept, dismiss, get_text, or send_text |
| text | string | No | Text to send (required for send_text) |
| timeout | number | No | Max wait in ms (default: 5000) |
add_cookie
Adds a cookie. Browser must be on a page from the cookie's domain.
| Parameter | Type | Required | Description |
|---|---|---|---|
| name | string | Yes | Cookie name |
| value | string | Yes | Cookie value |
| domain | string | No | Cookie domain |
| path | string | No | Cookie path |
| secure | boolean | No | Secure flag |
| httpOnly | boolean | No | HTTP-only flag |
| expiry | number | No | Unix timestamp |
get_cookies
Gets cookies. Returns all or a specific one by name.
| Parameter | Type | Required | Description |
|---|---|---|---|
| name | string | No | Cookie name. Omit for all cookies. |
delete_cookie
Deletes cookies. Deletes all or a specific one by name.
| Parameter | Type | Required | Description |
|---|---|---|---|
| name | string | No | Cookie name. Omit to delete all. |
diagnostics
Gets browser diagnostics captured via WebDriver BiDi (auto-enabled when supported).
| Parameter | Type | Required | Description |
|---|---|---|---|
| type | string | Yes | console, errors, or network |
| clear | boolean | No | Clear buffer after returning (default: false) |
MCP resources provide read-only data that clients can access without calling a tool.
browser-status://current
Returns the current browser session status (active session ID or "no active session").
| Property | Value |
|---|---|
| MIME type | text/plain |
| Requires browser | No |
accessibility://current
Returns an accessibility tree snapshot of the current page — a compact, structured JSON representation of interactive elements and text content. Much smaller than full HTML. Useful for understanding page layout and finding elements to interact with.
| Property | Value |
|---|---|
| MIME type | application/json |
| Requires browser | Yes |
<details> <summary><strong>Development</strong></summary>
Setup
git clone https://github.com/angiejones/mcp-selenium.git
cd mcp-selenium
npm install
Run Tests
npm test
Requires Chrome + chromedriver on PATH. Tests run headless.
Install via Smithery
npx -y @smithery/cli install @angiejones/mcp-selenium --client claude
Install globally
npm install -g @angiejones/mcp-selenium
mcp-selenium
</details>
License
MIT
FAQ
- What is the Selenium MCP server?
- Selenium is a Model Context Protocol (MCP) server profile on explainx.ai. MCP lets AI hosts (e.g. Claude Desktop, Cursor) call tools and resources through a standard interface; this page summarizes categories, install hints, and community ratings.
- How do MCP servers relate to agent skills?
- Skills are reusable instruction packages (often SKILL.md); MCP servers expose live capabilities. Teams frequently combine both—skills for workflows, MCP for APIs and data. See explainx.ai/skills and explainx.ai/mcp-servers for parallel directories.
- How are reviews shown for Selenium?
- This profile displays 52 aggregated ratings (sample rows for discoverability plus signed-in user reviews). Average score is about 4.4 out of 5—verify behavior in your own environment before production use.
Use Cases▌
Web Research & Information Gathering
Fetch and extract information from websites automatically
Example
Research competitor pricing, scrape product reviews, monitor news mentions
Automate 5-10 hours/week of manual web research
Content Monitoring & Alerts
Track website changes, new content, price updates
Example
Monitor competitor blog for new posts, track stock availability, watch for pricing changes
Stay informed without manual checking, never miss important updates
Data Extraction & Aggregation
Extract structured data from multiple websites
Example
Compile product listings from 10 e-commerce sites, aggregate job postings, collect real estate data
Build datasets 100x faster than manual copying
API-less Integration
Interact with services that don't offer APIs
Example
Check form submissions, validate website functionality, test user flows
Automate interactions with any website, even without API
Implementation Guide▌
Prerequisites
- ›Claude Desktop or Cursor with MCP support
- ›Understanding of web scraping ethics and robots.txt
- ›Rate limiting awareness to avoid overwhelming target sites
- ›Knowledge of legal restrictions on data collection
Time Estimate
20-40 minutes including configuration and testing
Installation Steps
- 1.Install web automation MCP server via npm or pip
- 2.Configure allowed domains and rate limits in MCP config
- 3.Test with simple fetch: 'Get content from example.com'
- 4.Progress to extraction: 'Extract all product prices from this page'
- 5.Set up monitoring: 'Check this URL daily for changes'
- 6.Parse structured data: 'Create CSV from this table'
- 7.Respect robots.txt and rate limits always
Troubleshooting
- ⚠403 Forbidden: Website blocks bots—respect their wishes, use official API instead
- ⚠Rate limit errors: Slow down requests, add delays between fetches
- ⚠Stale data: Target site changed HTML structure—update selectors
- ⚠Timeout errors: Site is slow or blocking—increase timeout, try different user agent
- ⚠JavaScript-rendered content: Use headless browser MCP servers for dynamic sites
Best Practices▌
✓ Do
- +Check robots.txt and respect crawl rules
- +Rate limit requests: 1-2 requests/second maximum
- +Use official APIs when available instead of scraping
- +Identify your bot with descriptive user agent
- +Cache results to minimize repeated requests
- +Handle errors gracefully with retries and fallbacks
- +Validate extracted data for accuracy
✗ Don't
- −Don't scrape sites that explicitly forbid it (robots.txt, ToS)
- −Don't overwhelm servers with rapid requests—use rate limiting
- −Don't scrape personal data without consent and legal basis
- −Don't ignore copyright on extracted content
- −Don't assume HTML structure is stable—handle changes
- −Don't use scraped data for commercial purposes without permission
💡 Pro Tips
- ★Use CSS selectors or XPath for robust data extraction
- ★Set up monitoring alerts for extraction failures (structure changed)
- ★Implement exponential backoff for retries on failures
- ★Store raw HTML for reprocessing if extraction logic changes
- ★Combine with data analysis tools for insights from extracted data
- ★Consider using official APIs or RSS feeds as more stable alternatives
Technical Details▌
Architecture
MCP server handles HTTP requests, HTML parsing, JavaScript rendering (if headless browser), and returns structured data to Claude.
Protocols
- HTTP/HTTPS
- WebSocket (for real-time sites)
- Puppeteer/Playwright (for JavaScript sites)
Compatibility
- Static HTML sites
- JavaScript-rendered SPAs (with headless browser)
- REST APIs
- GraphQL endpoints
When to Use This▌
✓ Use When
Use for research automation, content monitoring, data aggregation from multiple sources, and when official APIs don't exist. Best for read-only information gathering.
✗ Avoid When
Avoid for sites with APIs (use API instead), sites that explicitly forbid scraping, when data is copyrighted, or for login-required content without proper authorization.
Integration▌
- →Scheduled monitoring with change detection
- →Multi-source data aggregation pipelines
- →Fallback to web scraping when API rate limits hit
- →Headless browser for JavaScript-heavy sites
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
List & Promote Your MCP Server
Share your MCP server with the developer community
Ratings
4.4★★★★★52 reviews- ★★★★★Ganesh Mohane· Dec 20, 2024
I recommend Selenium for teams standardizing on MCP; the explainx.ai page compares cleanly with sibling servers.
- ★★★★★Isabella Agarwal· Dec 16, 2024
We evaluated Selenium against two servers with overlapping tools; this profile had the clearer scope statement.
- ★★★★★Layla Rao· Dec 16, 2024
I recommend Selenium for teams standardizing on MCP; the explainx.ai page compares cleanly with sibling servers.
- ★★★★★Advait Okafor· Dec 12, 2024
Strong directory entry: Selenium surfaces stars and publisher context so we could sanity-check maintenance before adopting.
- ★★★★★Sophia Okafor· Dec 4, 2024
Useful MCP listing: Selenium is the kind of server we cite when onboarding engineers to host + tool permissions.
- ★★★★★Isabella Wang· Nov 23, 2024
Selenium is a well-scoped MCP server in the explainx.ai directory — install snippets and categories matched our Claude Code setup.
- ★★★★★Advait Gupta· Nov 19, 2024
Selenium reduced integration guesswork — categories and install configs on the listing matched the upstream repo.
- ★★★★★Benjamin Sanchez· Nov 7, 2024
Selenium is among the better-indexed MCP projects we tried; the explainx.ai summary tracks the official description.
- ★★★★★Dev Agarwal· Nov 3, 2024
We wired Selenium into a staging workspace; the listing’s GitHub and npm pointers saved time versus hunting across READMEs.
- ★★★★★Anika Smith· Nov 3, 2024
Selenium has been reliable for tool-calling workflows; the MCP profile page is a good permalink for internal docs.
showing 1-10 of 52
