You can access the Playwright MCP programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

$echo '{
<  "browser": "chrome",
<  "capabilities": [
<    "tabs",
<    "pdf",
<    "history",
<    "wait",
<    "files",
<    "install"
<  ]
<}' |
<apify call jiri.spilka/playwright-mcp --silent --output-dataset

Playwright MCP API through CLI

The Apify CLI is the official tool that allows you to use Playwright MCP locally, providing convenience functions and automatic retries on errors.

Install the Apify CLI

$npm i -g apify-cli
$apify login

Other API clients include:

Playwright MCP API in Python

Playwright MCP API in JavaScript

Playwright MCP OpenAPI definition

Playwright MCP API

Browserbase MCP

jakub.kopecky/browserbase-mcp

A Model Context Protocol (MCP) server that provides browser automation capabilities using Browserbase.

Jakub Kopecký

Tester MCP Client

jiri.spilka/tester-mcp-client

A model context protocol (MCP) client that connects to any MCP server using Server-Sent Events (SSE) and displays the conversation in a chat-like UI. It is a standalone Actor server designed for testing MCP servers over SSE.

Jiří Spilka

361

4.8

Actors MCP Server

apify/actors-mcp-server

Connect Apify Actors to AI applications (AI Agents) using Anthropic's Model Context Protocol (MCP). This MCP server provides integration of any Apify Actor through the MCP framework.

Apify

1.1k

4.6

Mastra.ai MCP Agent

jakub.kopecky/actor-mastra-mcp-agent

🤖 AI agent using mastra.ai with Apify MCP Server. 🚀 Runs queries via OpenAI models, taps Apify Actors for web data, and outputs to datasets. 🛠️

Jakub Kopecký

Playwright Test Runner

jindrich.bar/playwright-test

Run Playwright tests across numerous browser configurations with Apify. Create your tests in seconds and get comprehensive test reports faster than ever.

Jindřich Bär

Playwright Scraper

apify/playwright-scraper

Crawls websites with the headless Chromium, Chrome, or Firefox browser and Playwright library using a provided server-side Node.js code. Supports both recursive crawling and a list of URLs. Supports login to a website.

Apify

1.4k

4.3

RAG Web Browser

apify/rag-web-browser

Web browser for OpenAI Assistants, RAG pipelines, or AI agents, similar to a web browser in ChatGPT. It queries Google Search, scrapes the top N pages, and returns their content as Markdown for further processing by an LLM. It can also scrape individual URLs. Supports Model Context Protocol (MCP).

Apify

2.5k

4.4

Example Code Runner (Playwright)

apify/example-code-runner-playwright

Generic Actor to run code examples from the documentation via "Run on Apify" links.

Apify

1.1k

4.7

DeepL Translate Scraper 🌐🔤

scrapestorm/deepl-translate-scraper

Gather DeepL translation results by keywords 🌐. Access detailed translations with original text, translated text, language pairs 🔄, timestamps ⏰, and more. Ideal for language learning, research, and multilingual projects 📊. Perfect for translators, researchers, and language enthusiasts.

Storm_Scraper

5.0

ArXiv MCP server

jakub.kopecky/arxiv-mcp-server

The ArXiv MCP server provides a bridge between AI assistants and arXiv's research repository through the Model Context Protocol (MCP). It allows AI models to search for papers and access their content in a programmatic way.

Jakub Kopecký