Skip to main content
Glama
Sign In
Charlotte

Charlotte

by TickTockBent
OverviewSchemaSourceRelated ServersDiscussionsAdmin
TypeScript
Remote

Related Servers

Alternatives to Charlotte

No user-submitted related servers found.

    Related Servers

    • Charlotte

      RebeccaLacroix45928
      A
      license
      Not graded
      quality
      A
      maintenance
      An MCP server that gives AI agents token-efficient, structured access to web pages, returning compact page orientations and targeted element queries instead of full accessibility-tree dumps, plus browser interaction, monitoring, and session management tools.
      4 npm
      MIT

    • krwl3r

      garciarsdiego
      A
      license
      Not graded
      quality
      D
      maintenance
      MCP server for web scraping and browser automation, enabling AI agents to extract clean, token-efficient content from web pages.
      1
      MIT

    • Charlotte

      aozkan496
      A
      license
      Not graded
      quality
      A
      maintenance
      Gives AI agents token-efficient browser access by returning compact, structured page summaries, targeted element queries, and on-demand detail instead of full accessibility-tree dumps. Supports navigation, interaction, monitoring, and session management through MCP tool profiles.
      4 npm
      MIT

    • Groundlane

      lanefoundry
      A
      license
      Not graded
      quality
      B
      maintenance
      An MCP server that gives AI agents controlled access to the web, offering unified tools for fetching pages as Markdown, searching across multiple providers, and extracting structured data via CSS selectors.
      Apache 2.0

    • stealth-agent-browser-mcp

      ykshah1309
      A
      license
      A
      quality
      D
      maintenance
      An MCP server providing AI agents with a stealth Chromium browser that uses hybrid accessibility-object-model and set-of-mark vision for token-lean snapshots and reliable action via ref ids.
      13
      97 npm
      1
      Apache 2.0

    • Charlotte

      NathanTanaka6359
      A
      license
      Not graded
      quality
      A
      maintenance
      Gives AI agents structured, token-efficient access to the web by returning compact page summaries and targeted queries instead of full accessibility-tree dumps, with tools for navigation, interaction, monitoring, and session management. Agents can drill into detail only when needed, cutting context costs dramatically on content-heavy pages.
      4 npm
      MIT
    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A3.7/5.0

    Scored across 23 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: navigation, tab management, interaction, observation, and screenshot management are all separated. Even similar tools like charlotte_click and charlotte_click_at are explicitly differentiated by target type (element vs coordinates).

    Naming Consistency4/5

    All tools share the 'charlotte_' prefix and use snake_case, but there is a mix of simple verbs (navigate, click, type) and compound verb_noun forms (tab_open, screenshot_get). This is mostly consistent but not perfectly uniform.

    Tool Count3/5

    With 23 tools, the server is on the heavier side but still within a manageable range for a comprehensive browser automation tool. The count is justified by the breadth of features, though it approaches the threshold where it might feel overwhelming.

    Completeness4/5

    Core browser automation workflows are well covered: navigation, tab management, element interaction, observation, and screenshot handling. However, the description of charlotte_tools mentions groups for dialogs, drag-and-drop, and session management, but these tools are not present in the exposed set, leaving minor gaps.

    Maintenance

    ActivityMaintained
    ResponsivenessLimited data

    Resources