Skip to main content
Glama
120,410 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, November 2026Ranked from 5,247 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

Matching MCP Connectors:

"Automating Browser Operations with Scripting or Tools" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • F
    license
    A
    quality
    B
    maintenance
    Enables coding agents to inspect chats, messages, contacts, and history, manage received files, and perform controlled sends and actions on the user's own account.
    5
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables coding agents to browse chats, read and search messages, look up contacts, save received files, and send messages or files through a linked account.
    4
    1,804 npm
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables coding agents to read Telegram chats and messages, manage mirrored chats, send messages, and save or send files on the user's own account.
    -
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables coding agents to read and search Discord servers, channels, DMs, messages, mentions, friends and message history, and to save files, send or edit messages, react, pin, and manage threads and roles. It acts through the user's own Discord account, with read-only and approval modes available.
    -
  • A
    license
    A
    quality
    C
    maintenance
    Enables agents to perform read-only access to explicitly permitted chats on Telegram Web, including history, native search, post comments, photos and files, multi-chat context collection, and persistent local conversation history via a dedicated browser profile without Telegram API registration.
    10
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables voice and chat AI agents to invoke identity-gated tools without exposing caller identity to the model, starting with SMS link verification and customer registration. Tool calls rely on host-attached signed tokens to enforce verification levels and scopes before sensitive actions.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    A collection of MCP servers for Apple macOS apps (Mail, Contacts, Notes, Memory, Messages, Calendar, Reminders) enabling AI assistants to read, search, create, and update data via JXA, SQLite, and EventKit.
    33 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables agents to perform read-only web search and fetching with SSRF/DNS-rebinding protections, probe gateway health, and optionally use QQ messaging tools with outbound redaction and media allow-listing.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables agents to read and write Slack through an ordinary browser session cookie, covering channel and thread history, full-text search over a local archive, and approved posting. It also supports an "agent forum" channel where agents of different people hand off tasks to each other, each keeping its own login and archive.
    MIT
  • A
    license
    Not graded
    quality
    F
    maintenance
    A Model Context Protocol server that enables AI assistants to interact with Microsoft Outlook for calendar management, email operations, and search functionality.
    15
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A local MCP server for Cursor and Claude Desktop that reads Telegram subscriptions over MTProto and exposes channel posts for digests and natural-language queries.
    13 npm
    1
    MIT
  • F
    license
    B
    quality
    Not graded
    maintenance
    A collection of tools that enable AI assistants to interact with Apple applications and services including Contacts, Notes, Messages, Mail, Reminders, Calendar, Maps, and Web Search through the Model Context Protocol.
    8
    1
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that enables AI applications to send text, HTML, and template-based emails using SendGrid. It supports file attachments, CC/BCC recipients, and easy deployment via Python or Docker.
    -
  • F
    license
    B
    quality
    C
    maintenance
    Enables AI agents to interact with the BulkClix platform for SMS, OTP, airtime, mobile money, bank transfers, data bundles, KYC, contacts, and account management via natural language.
    25
    -
  • A
    license
    B
    quality
    B
    maintenance
    Enables Claude and Claude Code to call self-hosted n8n webhook workflows as strict, Zod-validated MCP tools. It supports deterministic voice-agent, Twilio, and WhatsApp Cloud API automation with state-machine-backed idempotency.
    1
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Open-source registry of structured API specs for African providers: payments (Wave, Paycard, ...), SMS and WhatsApp (Africa's Talking, Infobip, ...), identity, delivery and speech. AI agents read the real endpoints, parameters and gotchas and write the integration. Each capability is marked verified (tested against the live API) or ready (written from the docs, not yet tested).
    32
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables Claude to research HubSpot accounts, draft property updates, notes, and owner tasks, and request a human decision tied to the exact proposed change. Approved changes can be applied only after a signed click, with guardrails, retries, and an audit trail.
    MIT
  • A
    license
    Not graded
    quality
    Not graded
    maintenance
    Enables interaction with Twilio API services including messaging, voice, and Studio flows through Docker deployment. Supports both API Key and Auth Token authentication for managing calls, messages, phone numbers, and automation workflows.
    -
  • A
    license
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol server providing file search and question tools for AI models. Enables keyword search in files with line numbers and integration with external chat services.
    512 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Exposes 22 typed, read-only MCP tools that let an agent answer questions about a student's own Ed discussion threads, Moodle deadlines and course materials, Gmail inbox, and OnTrack task feedback. Runs locally over stdio with credentials captured once by a CLI login, so the agent never handles passwords and never writes to any service.
    915 npm
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    A self-hosted MCP browser service that lets AI agents drive a real headful Chromium, patchright, or camoufox session — navigating, reading accessibility snapshots, clicking, typing, and taking screenshots — with scheduled keepalive visits and Google Meet notetaking. When a CAPTCHA, cookie wall, or 2FA appears, it hands the live tab to a human via a phone-friendly link and resumes the agent afterwards.
    Apache 2.0
  • F
    license
    Not graded
    quality
    D
    maintenance
    Lets you control Meta apps (Facebook, Instagram, Threads) using your Chrome login session without API tokens, enabling actions like posting, messaging, and reading inbox locally.
    3
    -
  • F
    license
    A
    quality
    D
    maintenance
    MCP server for accessing Virtual Number API to manage virtual numbers, view SMS history, and retrieve available countries and numbers.
    3
    -
  • A
    license
    A
    quality
    C
    maintenance
    Enables Microsoft Teams chat automation, message extraction, and unread notification monitoring by automating the Teams web client with Puppeteer, requiring no API keys or Azure setup.
    5
    12 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Self-hosted MCP server that lets AI agents work with a Skool community through your own Chrome session, offering 69 tools for members, membership requests, posts, comments, polls, classroom, calendar, chat and stats. It runs locally over stdio or HTTP and also exposes a REST API for scripting.
    2
    71
    125 PyPI
    7
    Elastic 2.0
  • A
    license
    A
    quality
    B
    maintenance
    A Facebook/Messenger MCP server that lets AI agents read and engage with profiles, pages, posts, comments, groups, Messenger conversations, notifications, and events using the user's existing browser session cookies — no Graph API app, tokens, or browser automation required. It supports multi-account and Page switching, write operations (posting, commenting, messaging) with per-identity limits and cooldowns, and honest error reporting where Meta has decommissioned cookie-era endpoints.
    41
    1
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    A production-grade MCP server that integrates with the Mailchimp Marketing API to manage campaigns, audiences, members, and reports. It provides 28 specialized tools for automating marketing tasks such as sending emails, managing subscriber tags, and analyzing performance data.
    71
    1
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Universal email integration for AI assistants, supporting any IMAP provider with 18 tools for reading, sending, managing, and automating emails.
    28
    30 npm
    MIT
  • A
    license
    B
    quality
    A
    maintenance
    MCP server for automating Xianyu (Goofish) marketplace operations: publish, manage items, handle IM messages, and more via CLI or AI agents.
    17
    787 PyPI
    473
    Apache 2.0
  • A
    license
    C
    quality
    D
    maintenance
    An MCP server for the WhatsApp Number Validators API that enables users to verify WhatsApp registration and business account status for single or bulk phone numbers. It also provides phone number validation with suggested alternatives for invalid entries across different countries.
    8
    MIT