Skip to main content
Glama
113,084 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 4,794 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

Matching MCP Connectors:

  • A
    license
    A
    quality
    C
    maintenance
    Send and schedule push notifications across web and mobile app subscribers, build segments and audience groups, and read campaign analytics from your PushEngage account in plain language. Browser-based login, so no API keys go into your client config.
    27
    29 npm
    8
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to generate SEO-optimized CSDN blog drafts, refine them against a writing style guide, run SEO self-checks, and optionally publish them to CSDN's draft box via browser automation with rate limiting and a human review gate. Also supports session-based login management, local draft library operations, and reading article statistics through CSDN's public API.
    14
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables turning photos and observed facts into a ready-to-publish Leboncoin ad, with comparable search, asking-price statistics, category lookup, local drafts, and browser form automation that stops one click short of publishing until approved.
    23
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Digital business cards, lead capture forms, and service listings - built and managed by AI. 63 tools with live browser editing, stock photos, web scraping, and guided tours.
    6
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables free, local Google Trends analysis through MCP, including ranked breakout/rising/evergreen topic discovery, interest over time, keyword comparison, related queries, regional interest, and real-time trending searches without an API key or browser.
    18
    58 PyPI
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables Claude to operate TikTok Symphony Creative Studio through the SymFlow browser extension, including trend templates, video generation, avatars, try-on, video refresh, dubbing, and editor drafts using your own account and credits.
    21
    11 npm
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Enables an AI assistant to manage a WooCommerce catalog through the companion WordPress plugin's REST API, plus browser automation for operations needing review before they take effect. It supports catalog and inventory health checks, sales reports, draft product creation with images and SEO/ALT fields, bulk and single-product price updates with previews, and reading or writing Yoast SEO fields.
    28
    MIT
  • A
    license
    B
    quality
    A
    maintenance
    Enables MCP clients such as Claude Code, Cursor and Codex to search a 1,245-site backlink library, plan link-building campaigns, build links in the user's own browser by following each site's method, and verify every placement by checking the live hyperlink, anchor text and nofollow status. It also resolves captcha, login and email-code gates in the chat, and re-checks placed links and referring domains over time with spam flags and a disavow file.
    10
    4
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Read-only MCP server for Google Search Console, with browser-based OAuth flow and local token storage, enabling querying search analytics, site lists, and URL inspection.
    8
    MIT
  • A
    license
    C
    quality
    A
    maintenance
    Enables any MCP-compatible AI client to manage Reddit Ads accounts through the Reddit Ads API v3, creating, updating, deleting and reporting on campaigns, ad groups, ads, creatives, targeting, audiences, catalogs and conversions. It handles browser-based OAuth login, pagination, token refresh and rate-limit backoff automatically.
    114
    24 npm
    2
    MIT
  • A
    license
    D
    quality
    D
    maintenance
    Provides access to the LinkedIn Sales Navigator API without requiring browser cookies for authentication. It enables AI assistants to interact with sales data and various utility endpoints including TV Maze and deck of cards.
    12
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables searching a hand-curated directory of product launch platforms and startup directories, checking which ones a project qualifies for, and planning, executing, and tracking submissions through an agent's browser with optional authenticated account access.
    265
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI assistants to search and retrieve Meta and TikTok advertising intelligence — ads, creatives, advertisers, the accounts behind them, destinations and rankings — through a hosted, browser-authenticated endpoint with no installation or API key. Supports full record lookups, similarity and trend queries, favorite folders, plus ready-made skills and recipes for competitive ad research.
    29
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables authenticated users to read VK profile, community, wall, dialog, statistics, product, and photo data within granted permissions, and to prepare posts or other changes that execute only after browser confirmation. It also supports community snapshots and evidence-based comparisons over a selected period.
    MIT