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117,298 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, November 2026Ranked from 5,034 matching servers on stars, growth, downloads and maintenance. Updated .

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"A server for monitoring browser console, network, and app logs" matching MCP servers:

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  • A
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    Connects AI assistants to local workspaces for searching and reading notes, documents, objectives, and media assets, even offline. When the workspace app is open, it enables secure real-time creation and editing of notes, documents, objectives, and canvas highlighting.
    21
    10 npm
    MIT
  • A
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    quality
    C
    maintenance
    Serves a self-contained, browser-side task board into ChatGPT and Claude as an MCP App, letting users organize columns and cards with drag-and-drop, keyboard moves, undo/redo, and JSON export/import while all state stays inside the chat's iframe.
    MIT
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    Enables MCP clients to read and write mail, calendar, meetings, tasks, notes, contacts, categories, and automatic replies by driving the local classic Outlook app through AppleScript or COM, without mail-server APIs, app registration, or extra sign-in.
    MIT
  • A
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    Enables generating presentations, documents, webpages, and social posts via Gamma's API with full parameter surface including templates, folders, headers/footers, and email sharing.
    6
    MIT
  • F
    license
    A
    quality
    B
    maintenance
    Enables async-first working practices by providing tools to draft decision docs, convert meetings to async artifacts, score status updates, and triage sync vs async tasks. It also offers reference tools for the Open and Async book's principles and coaching prompts.
    11
    91 npm
    51
    -
  • A
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    quality
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    maintenance
    Enables an AI assistant to read and edit online Typst projects, including managing files, projects, share links and members, and threaded comments, while preserving concurrent browser edits. Also compiles documents locally to PDF, PNG or SVG with file:line diagnostics and inline page previews.
    26
    MIT
  • A
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    quality
    A
    maintenance
    A native Nextcloud app that exposes the instance as an MCP server so Claude and other MCP clients can read, search, and (with admin-granted permissions) edit files, notes, calendars, Deck cards, and Talk conversations. It runs inside Nextcloud with OAuth or app-password sign-in, applying each user's own Nextcloud permissions and admin-controlled per-operation grants.
    14
    AGPL 3.0
  • A
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    Not graded
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    B
    maintenance
    Enables browser-based AI services to connect through remote MCP for internal document search, email checking and replies, timecard, sales/project, schedule/task, and operations tasks. It supports multiple AI clients via compatible remote MCP endpoints.
    Apache 2.0
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    B
    maintenance
    Enables secure MCP-based HR operations, such as verified hr_whoami calls, through workload identity and authenticated Hub dispatch across managed and standalone deployments.
    1
    MIT
  • A
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    quality
    D
    maintenance
    Enables Claude to render interactive, real-time spreadsheets with streaming cell updates, custom styling, and resizable columns. This server allows users to visualize complex data sets through a dynamic grid interface directly within the model's response.
    2
    MIT
  • A
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    maintenance
    Provides a comprehensive suite of Google Calendar tools featuring 15 interactive UI screens for managing schedules, creating events, and visualizing availability directly within AI chat interfaces. It enables users to interact with their calendar through visual components like heatmaps, event forms, and multi-view calendar grids.
    3
    MIT
  • F
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    Not graded
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    maintenance
    A minimal MCP server that provides expense submission and listing tools with an interactive Fluent-2 widget for Microsoft 365 Copilot and Copilot Cowork. It uses Streamable HTTP transport and anonymous auth for development.
    -
  • A
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    B
    maintenance
    A standalone remote MCP server that lets AI clients read, search, post, schedule, and manage messages and files in Mattermost as each individual user through per-user OAuth, without requiring a plugin or Enterprise license. It keeps each user's Mattermost tokens server-side, enforces per-user permissions and API limits, and ships guard rails against duplicate or unintended posts.
    MIT
  • A
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    quality
    D
    maintenance
    Enables AI agents to manage n8n workflow automation instances through tools for workflow CRUD operations, execution monitoring, and webhook triggering. It facilitates programmatic interaction with n8n instances via the n8n API with AI-optimized descriptions and error handling.
    62
    MIT
  • A
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    quality
    B
    maintenance
    Enables ChatGPT to work with a user's personal WPS cloud documents across Writer, Spreadsheets, Presentations, PDF, Smart Documents, Smart Forms, and Multi-dimensional Tables, performing authorized cloud operations and returning verifiable WPS links without local installation or an always-on computer.
    MIT
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    maintenance
    Enables AI assistants to interact with Slack workspaces by listing channels, posting messages and thread replies, adding emoji reactions, retrieving channel history and thread replies, and inspecting user profiles. Supports both stdio and Streamable HTTP transports for flexible integration.
    MIT
  • A
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    quality
    C
    maintenance
    MCP server that lets AI assistants browse, search, and read files from a Google Drive folder, supporting local stdio and remote HTTP deployments with tools like list_files, search_files, get_file_info, and read_file.
    MIT
  • F
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    Not graded
    quality
    B
    maintenance
    Enables connecting a CLI agent to a team's shared workspace, providing secure authentication and access to workspace tools.
    -
  • A
    license
    A
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    maintenance
    Enables an AI agent to host a shared folder or join an invite link as a participant in a collaborative editing session, reading, editing, and writing the files the room shares. Runs the same sync engine and wire protocol as editor clients, so an agent and a person or another agent converge on the same documents and see each other's changes.
    10
    Apache 2.0