playwright-mcp-orchestrator

playwright-mcp-orchestrator

A multi-agent orchestrator that enables multiple AI agents to share a single Chrome browser instance with tab isolation and shared state. It preserves local browser data like cookies and logins while allowing concurrent agent sessions through the official Playwright MCP.

Category
Visit Server

README

playwright-mcp-orchestrator

Multi-agent orchestrator for Playwright MCP — multiple AI agents sharing one Chrome browser with tab isolation. Local-first, preserving your real browser state (cookies, logins, extensions, localStorage).

The Problem

The official @playwright/mcp only supports a single agent per browser. When multiple Claude Code agents (or any MCP clients) try to use it simultaneously, they fight over the same tabs and interfere with each other.

Existing workarounds all sacrifice something:

  • --isolated mode gives each agent a fresh profile (no saved logins/cookies)
  • Separate --user-data-dir per agent means separate profiles (no shared state)
  • Community alternatives (ultimate-playwright-mcp, concurrent-browser-mcp) are unmaintained or don't share profiles

The Approach

Use a single Chrome instance with CDP (Chrome DevTools Protocol) as the shared backend, and orchestrate multiple @playwright/mcp sessions on top — each scoped to its own tabs.

┌─────────────────────────────────────────────┐
│              Chrome (one instance)           │
│         --remote-debugging-port=9222        │
│         --user-data-dir=<profile>           │
│                                             │
│  ┌─────────┐ ┌─────────┐ ┌─────────┐       │
│  │ Agent 1 │ │ Agent 2 │ │ Agent 3 │ tabs  │
│  │  tabs   │ │  tabs   │ │  tabs   │       │
│  └────┬────┘ └────┬────┘ └────┬────┘       │
└───────┼──────────┼──────────┼───────────────┘
        │          │          │  CDP (ws://127.0.0.1:9222)
┌───────┼──────────┼──────────┼───────────────┐
│       ▼          ▼          ▼               │
│   ┌────────────────────────────────┐        │
│   │   playwright-mcp-orchestrator  │        │
│   │                                │        │
│   │  - Tab group isolation         │        │
│   │  - Session routing             │        │
│   │  - Uses official @playwright/mcp│       │
│   └────────────────────────────────┘        │
└─────────────────────────────────────────────┘

Key design decisions

  1. Delegates to official @playwright/mcp — not a reimplementation. New tools and features from Microsoft are available automatically.
  2. Shared user profile — all agents see the same cookies, logins, localStorage.
  3. Tab isolation — each agent operates on its own tabs, no interference.
  4. CDP connection — connects to a running Chrome instance via --remote-debugging-port.

Status

Early development. The CDP foundation has been validated:

  • Chrome 145 with --remote-debugging-port=9222 + --user-data-dir works
  • Multiple playwright-core connections via connectOverCDP to the same browser work
  • Each connection can create and manage its own tabs independently
  • All connections share the same BrowserContext (cookies, logins, storage)

Chrome Setup

Chrome 136+ silently ignores --remote-debugging-port on the default profile directory. You must use --user-data-dir pointing to a non-default path.

Copy your profile (preserves all logins)

# Quit Chrome first
osascript -e 'tell application "Google Chrome" to quit'

# Copy profile
cp -r ~/Library/Application\ Support/Google/Chrome /tmp/chrome-cdp-profile

# Launch with CDP
open -a "Google Chrome" --args \
  --user-data-dir=/tmp/chrome-cdp-profile \
  --remote-debugging-port=9222

Verify CDP is working

curl -s http://127.0.0.1:9222/json/version

Research

Why not existing solutions?

Project Stars Issue
@playwright/mcp (official) Single agent only. Issues #893, #1294 open.
ultimate-playwright-mcp 1 Full reimplementation, abandoned after 1 day. Can't track official updates.
concurrent-browser-mcp Isolated ephemeral instances, no shared profile.
playwright-parallel-mcp Separate processes, separate profiles.
mcp-playwright-cdp 47 CDP but no tab isolation. Abandoned.

Why not other browser frameworks?

Framework Stars Issue for our use case
Browser Use 80k Single-session locally. Cloud for concurrency.
Stagehand/Browserbase 21k Cloud-only shared state. Not local.
Agent Browser (Vercel) 21k CLI, not MCP. No tab isolation. CDP still maturing.
Dev Browser 3.8k Skill, not MCP. Same multi-agent gap (#33).
Skyvern 21k Vision-first, different paradigm.

The multi-agent shared-profile problem is unsolved

No well-maintained project provides: real user profile + multiple concurrent agents + tab isolation + MCP interface. This project aims to be the first.

License

MIT

Recommended Servers

playwright-mcp

playwright-mcp

A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.

Official
Featured
TypeScript
Magic Component Platform (MCP)

Magic Component Platform (MCP)

An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.

Official
Featured
Local
TypeScript
Audiense Insights MCP Server

Audiense Insights MCP Server

Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.

Official
Featured
Local
TypeScript
VeyraX MCP

VeyraX MCP

Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.

Official
Featured
Local
graphlit-mcp-server

graphlit-mcp-server

The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.

Official
Featured
TypeScript
Kagi MCP Server

Kagi MCP Server

An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.

Official
Featured
Python
E2B

E2B

Using MCP to run code via e2b.

Official
Featured
Neon Database

Neon Database

MCP server for interacting with Neon Management API and databases

Official
Featured
Exa Search

Exa Search

A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

Official
Featured
Qdrant Server

Qdrant Server

This repository is an example of how to create a MCP server for Qdrant, a vector search engine.

Official
Featured