devtools-fleet-mcp
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- AlicenseCqualityBmaintenanceEnables AI agents and developers to automate real Chrome/Chromium browsers through the Chrome DevTools Protocol, with token-efficient snapshots, multi-action batching, shadow DOM traversal, system-page control, extension management, and network/WebSocket inspection.64MIT
- AlicenseNot gradedqualityAmaintenanceEnables multiple agents to share a single Chrome browser with isolated tabs and shared sessions, allowing coordinated browsing and automation.1,138 npmMIT
- AlicenseNot gradedqualityDmaintenanceEnables AI coding assistants to control and inspect a live Chrome browser for automation, debugging, performance analysis, network monitoring, and DOM interaction through Chrome DevTools Protocol.1,731,154 npmApache 2.0
- AlicenseNot gradedqualityDmaintenanceEnables AI coding assistants to control and inspect a live Chrome browser through DevTools for automated testing, performance analysis, debugging, and web scraping. Provides reliable browser automation using Puppeteer with comprehensive DevTools access.1,731,154 npm3Apache 2.0
- AlicenseBqualityAmaintenanceControls a real Chrome browser for AI agents, enabling authenticated automation with parallel lanes, token-efficient page reads, and robust recovery mechanisms.1221,036 npm237MIT
- AlicenseNot gradedqualityCmaintenanceEnables AI coding agents to control and inspect a live Chrome browser, providing reliable automation, in-depth debugging, and performance analysis through Chrome DevTools.1,731,154 npmApache 2.0
TDQS
Scored across 36 tools
Most tools target distinct resources or actions, such as take_snapshot vs take_screenshot and list_console_messages vs get_console_message. However, the input family (click, fill, fill_form, type_text, press_key) has some overlapping boundaries, though descriptions clarify preferred usage.
The set is predominantly snake_case and verb_noun (close_page, list_pages, take_snapshot). A minority use noun-first or noun-verb ordering (browser_status, state_save, performance_start_trace), which is a minor deviation but still readable.
36 tools is high, but the domain (full browser automation and DevTools) legitimately requires separate tools for lifecycle, pages, input, inspection, performance, network, console, and state. It is slightly over the typical 3-15 range but each tool earns its place.
The surface covers browser lifecycle, navigation, page/tab management, input, a11y snapshots, screenshots, console, network, CSS, performance tracing, Lighthouse, memory heap, dialogs, file upload, emulation, and login states. No obvious lifecycle gaps for a DevTools automation server.