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    Related Servers

    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables an MCP client to drive a live browser toward one outcome per step, with page state described in code and a fast model call deciding the target element, action, value, and whether the step is done, blocked, or irreversible. Supports page reading, snapshots, checks, screenshots, direct actions, and calling tools a page exposes via WebMCP.
      0
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables any MCP client to drive the user's real Chrome profile through a Chrome extension bridge, with tools for navigation, accessibility snapshots, ref-based interactions, console/network reading, screenshots, tab management, and restricted script evaluation.
      1
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Lets an MCP client drive a real browser by stating one outcome per step, with a local model deciding which element, action, and value to use and pausing before irreversible actions. Also enables direct page reading, snapshots, screenshots, and calling a page's own WebMCP tools.
      0
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables an MCP client's LLM to drive a live browser by stating one outcome at a time, while TypeSafe System One picks the elements, actions and values and judges whether each step is done, blocked or irreversible; it also exposes tools for snapshots, targeted page reading, screenshots and calling a page's own WebMCP tools.
      0
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables AI agents to see and control the user's real Chrome/Brave/Edge profile over MCP, so they can read pages, click, type, take screenshots, audit layouts, debug CSS, and scrape paginated or infinite-scroll data. Because it drives the normal browser via the DevTools protocol with real input events, it works on modern JavaScript apps and on sites where the user is logged in.
      24 npm
      1
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables agents to call a website's own authenticated GraphQL and REST APIs directly as typed MCP tools, derived from captured browser sessions instead of scraping HTML.
      MIT

    TDQS

    A3.6/5.0

    Scored across 27 tools

    Disambiguation4/5

    Most tools have a clear niche, and descriptions explicitly resolve the main overlaps (browser_invoke vs browser_fill/browser_click, browser_read vs browser_ask vs browser_look vs browser_screenshot). However there is genuine redundancy in the action/read space—clicking can be done via browser_click, browser_act, or browser_invoke—so selection still requires care. The guidance text largely saves it, keeping it at mostly distinct.

    Naming Consistency4/5

    The 23 browser tools all follow a clean browser_<verb> pattern (browser_click, browser_fill, browser_navigate), which is highly predictable. The four task-level tools (task_status, delegate_goal, answer_task) break the pattern with mixed noun_verb/verb_noun ordering, a minor deviation rather than chaos.

    Tool Count3/5

    27 tools is heavy and pushes past the comfortable range, with arguably too many overlapping read/act primitives (read, ask, look, inspect, extract, capabilities). Each does cover a distinct browser capability, so it is defensible rather than padded, but the set is borderline oversized for the domain.

    Completeness5/5

    The surface covers the full browser-driving lifecycle: navigation and tabs, form discovery and submission, raw actions, waits, scrolling, uploads/downloads, dialogs, screenshots, console, network, and JS eval. The delegation flow (delegate_goal, task_status, answer_task) closes the human-in-the-loop gap, leaving no obvious dead ends.

    Maintenance

    ActivityActive
    ResponsivenessNo issues