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20 Best Browser Automation MCP Servers: compared and ranked, September 2026Ranked from 3,330 matching servers on stars, growth, downloads and maintenance. Updated .

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  • F
    license
    Not graded
    quality
    D
    maintenance
    A FastMCP-based server designed for the banking and fintech domains, providing tools for database queries, Git operations, and deployment management. It features a modular architecture with reusable prompt templates and integrated security practices for sensitive data handling.
    -
  • A
    license
    Not graded
    quality
    Not graded
    maintenance
    A GitHub integration for Claude Desktop that provides access to GitHub features directly from Claude, offering 15 powerful tools for repository management, issues, pull requests, and code operations.
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables asking natural-language questions about any GitHub repository and receiving answers grounded in the actual code, with read-only enforcement and automatic repository fetching.
    1
    3 npm
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    A deterministic MCP server that reimplements ai-git-fish workflows (aicommit, aibranch, aipr) with Leantime integration, enabling Claude Code and Codex to perform git operations and manage tickets without an internal LLM.
    9
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  • A
    license
    A
    quality
    A
    maintenance
    Enables LLMs to search Flux HelmReleases and Argo Applications from kubesearch.dev, and temporarily clone repos to review actual manifests.
    11
    8
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Exposes structured Microsoft Dynamics 365 Business Central source code (versions 23-29, 47 localizations) to AI agents via MCP, enabling fast lookups, searches, and code analysis.
    14
    5 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    MCP server that computes a GitHub repo maintenance/abandonment health score from live GitHub data, providing a 0-100 score and verdict via the check_repo_health tool.
    1
    37 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to interact with Oxidized network device backups through MCP, including listing and filtering devices, checking backup health, reading and regex-searching configs, browsing git version history and diffs, and triggering backups with read-only and credential-redaction options.
    11
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    MCP server that acts as a thin proxy over GitLab REST API v4, enabling users to list merge requests, view diffs, and leave inline comments without leaving their MCP client.
    13
    5 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    A Model Context Protocol server for Bitbucket Cloud that lets agents read pull request diffs, comments, and pipeline logs, as well as write PR comments and edit PR details.
    15
    18 npm
    1
    MIT