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Glama

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Alternatives to Flintrail

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    Related Servers

    • A
      license
      A
      quality
      A
      maintenance
      Enables AI agents to drive your real, logged-in Chrome browser with existing sessions and cookies, bypassing CAPTCHA and anti-bot measures, with support for multi-session and human-in-the-loop workflows.
      40
      59
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents to drive your real browser — your tabs, logins, and extensions — by opening and controlling pages with Playwright, taking screenshots, capturing network traffic and recordings, and handing tabs back to you for logins or payments. Works across Chrome, Edge, Brave, Arc, Helium, Vivaldi, Opera, and Chromium through a local relay and extension.
      3,968 npm
      4
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables AI assistants to drive the user's real, already-logged-in Chrome browser locally, so they can read and navigate pages, click, type, fill forms, take screenshots, and inspect cookies, tabs, console, and network traffic without headless browsers or remote-debugging ports.
      1 npm
      ISC
    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables AI agents to drive a real Chrome browser for autonomous web tasks, using fast typed decisions with calibrated confidence, human-in-the-loop questions, safety gates, and full debug traces.
      320 npm
      5
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Lets AI coding tools drive the real Chrome browser you already have open and logged into — navigating, reading pages, clicking, filling forms, capturing screenshots, and inspecting network, console, and storage state. It works through a Chrome extension rather than a remote-debugging port, so no extra debugging prompt appears and nothing else on the machine can hijack your logged-in browser.
      1 npm
      ISC

    TDQS

    B3.4/5.0

    Scored across 16 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes (open vs act vs snapshot vs extract vs network vs screenshot). There is minor overlap between fl_snapshot and fl_extract for reading page data, but the descriptions clarify when to use each.

    Naming Consistency5/5

    All tools use a consistent fl_ prefix with snake_case names that follow a verb/noun or resource/action pattern. Variations like fl_flow_set_var and fl_run_many remain predictable and readable.

    Tool Count4/5

    16 tools is slightly above the typical 3-15 sweet spot, but each covers a distinct browser-automation or flow-management capability with little redundancy. The set feels purposeful rather than bloated.

    Completeness4/5

    Core lifecycle is covered: opening, acting, snapshotting, extracting, recording, and replaying flows. Minor gaps exist—no explicit flow deletion (beyond save=false), no tab focus/selection, and no dedicated navigation steps—but agents can work around these via close/reopen and fl_act.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues