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20 Best Browser Automation MCP Servers: compared and ranked, November 2026Ranked from 5,247 matching servers on stars, growth, downloads and maintenance. Updated .

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    Enables any MCP-connected agent to drive a browser by reading each page as an indexed action-space table and performing one guarded operation on a numbered target, refusing and refreshing when the page changes instead of retrying selectors.
    9
    66 npm
    1
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Provides AI clients with deterministic Playwright-driven browser control, enabling navigation, interaction, screenshots, and inspection of rendered HTML, computed styles, console diagnostics, and font audits without an embedded LLM or API key.
    MIT
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    D
    maintenance
    MCP server that adds billing and settlement to any MCP server, enabling paid tool calls with configurable pricing, spending limits, and automatic invoicing through the AllScale CLI.
    MIT
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    B
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    Enables MCP-driven browser automation from any MCP client by pairing with a Chrome extension, translating tool calls into WebSocket commands to drive Chrome without an Electron host.
    2,571 npm
    MIT
  • A
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    quality
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    AI-driven browser automation server that implements the Model Context Protocol to enable natural language control of web browsers for tasks like navigation, form filling, and visual interaction.
    1
    2
    MIT
  • A
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    C
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    Enables AI agents to interact with web browsers using natural language, featuring automated browsing, form filling, vision-based element detection, and structured JSON responses for systematic browser control.
    64
    MIT
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    C
    maintenance
    Enables MCP-capable agent CLIs on macOS to reuse an installed, unmodified OpenAI Browser Runtime to drive a connected Chrome or Edge browser (or a host's in-app browser backend) through js, js_reset, and turn_ended tools. It stays a thin bridge that preserves the Runtime's approval and security boundaries, failing closed when the client cannot handle approval requests.
    1
    MIT
  • A
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    A
    quality
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    MCP server for log file analysis. Gives LLMs the ability to efficiently analyze large log files without loading them into context.
    7
    101
    MIT
  • A
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    quality
    C
    maintenance
    Enables users to turn their current Codex/ChatGPT conversation into a source-backed personal newspaper: they pick public sources, exclusions, language, timezone and interests through native settings, then request an edition that the conversation reads and cites. The server stores and renders validated editions locally with source links, preserving the previous edition when generation fails.
    MIT
  • A
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    quality
    C
    maintenance
    MCP server that gives AI agents secure, consent-based access to a single browser tab, supporting read-only snapshots, element interaction with per-action approval, and frozen multi-step plans, all audited.
    1
    MIT
  • A
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    Enables AI agents to read the titles and URLs of open browser tabs in Chrome and Edge, and to create, update, and ungroup tab groups through a local, token-authenticated connection. It also exposes the tabs of a group so their links can be copied as a URL list or Markdown.
    545 npm
    MIT
  • F
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    MCP server enabling LLMs to perform browser tasks via SSE transport, allowing clients like Cursor.ai and Claude to open websites and interact with web content through natural language commands.
    1
    -
  • A
    license
    A
    quality
    B
    maintenance
    The logs of everything on one machine — app, build, GPU, containers, serial board, OS — interleaved in the order they happened, and readable by an agent. Read-only: it can tail, search and wait, and it cannot write, delete or configure anything.
    9
    9 npm
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to automatically inspect and analyze application runtime log files for debugging and troubleshooting. Supports monitoring multiple log directories simultaneously with tools for listing, reading, searching, and paginating through log files.
    8
    MIT
  • A
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    A
    quality
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    maintenance
    An MCP server for streaming and searching macOS Console.app and iOS device logs, enabling real-time log access and debugging through natural language.
    14
    6 npm
    1
    MIT
  • A
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    A
    quality
    B
    maintenance
    Provides MCP tools for governed multi-vendor network device operations, including configuration management (backup, diff, merge, replace, rollback) and read-only queries (facts, interfaces, BGP, LLDP, ARP) via NAPALM, with optional NetBox source-of-truth integration.
    33
    MIT
  • A
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    Reduces log files to remove noise and duplicate information, cutting tokens by 70-90% for AI agents, preserving only errors, warnings, and unique events.
    73 npm
    MIT
  • A
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    quality
    C
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    Lets MCP clients discover x402 APIs, pay for calls from a local non-custodial wallet, and inspect balances and payment receipts.
    3,944
    Apache 2.0
  • A
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    Not graded
    quality
    F
    maintenance
    Enables LLMs to analyze logs by extracting patterns, redacting secrets, and providing token-efficient summaries from files, Docker containers, or journald.
    5
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    MCP server for collecting and analyzing CLI/web server error logs. Enables watching log files/directories, parsing common error patterns, and querying/analyzing logs through natural language.
    19 npm
    MIT
  • A
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    C
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    Unified MCP server for browser automation (Playwright + CDP + CLI) and bookmark management across Chrome, Firefox, Edge, and Brave, including cross-browser sync, deduplication, and a React dashboard.
    1
    MIT
  • A
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    Streams browser DevTools console, network, storage, and performance data to your IDE's AI agent for real-time debugging and analysis.
    11 npm
    1
    MIT
  • A
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    C
    maintenance
    Enables MCP-compatible AI agents to inspect, read, close, deduplicate, group, and consolidate live Chromium browser tabs through a secure local bridge, with safety checks and no need for its own AI model or API key.
    MIT
  • F
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    MCP server for managing a home network via a UniFi Dream Machine, enabling device lookup, tagging, and blocking/unblocking of clients through natural language.
    -
  • F
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    maintenance
    Enables MCP clients to control a real local browser window for web automation tasks such as clicking, typing, scrolling, and taking screenshots.
    11 npm
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