Blinkwire
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- AlicenseBqualityAmaintenanceEnables 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.811MIT
- AlicenseNot gradedqualityBmaintenanceEnables AI agents to control a real, authenticated Chrome browser through native tools for navigation, DOM interaction, form filling, scraping, screenshots, and human-in-the-loop checkpoints while minimizing tokens and latency.MIT
- AlicenseNot gradedqualityBmaintenanceEnables AI coding agents to control and inspect a live Chrome browser for reliable automation, in-depth debugging, performance analysis, and high-speed batched or parallel workflows.2,848,483 npmApache 2.0
- AlicenseNot gradedqualityDmaintenanceA token-efficient browser automation server that enables LLMs to navigate websites, click elements, and extract content using accessibility trees and markdown conversion. It provides eight tools for lightweight browser interaction optimized for performance with local LLM endpoints.47 PyPIMIT
- AlicenseBqualityBmaintenanceProvides browser automation capabilities so LLMs can interact with web pages through structured accessibility snapshots, without needing screenshots or vision models. It offers fast, lightweight, and deterministic tool application for driving browsers via structured data.258,508,652 npmApache 2.0
- FlicenseNot gradedqualityAmaintenanceEnables AI agents to browse and interact with websites through a persistent headless Chromium session, returning compact structured page representations instead of full accessibility-tree dumps. Agents can navigate, query specific elements and forms, click, type, manage tabs and cookies, and monitor console or network activity while paying a fraction of the tokens.4 npm-
TDQS
Scored across 56 tools
Most tools have distinct purposes, and overlapping actions are differentiated by target (element vs coordinates) or scope (single vs all). A few pairs like browser_close and browser_tabs could be confused, but descriptions are clear enough.
All tools share the browser_ prefix and snake_case, but the verb/noun ordering is inconsistent: browser_navigate and browser_click are verb-first, while browser_cookie_list and browser_localstorage_get are noun-first. This makes the naming pattern somewhat predictable but not fully uniform.
With 56 tools, the surface is far beyond the typical well-scoped range and crosses the 50+ extreme threshold. Many low-level operations could be consolidated or hidden behind higher-level actions.
The toolset covers the main browser automation needs: navigation, interaction, forms, snapshots, storage, network, tabs, cookies, console, and batch operations. It is hard to identify a major missing capability for general browser automation.