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93,060 servers. Updated
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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  • A
    license
    Not graded
    quality
    C
    maintenance
    Gives LLMs full control over VS Code — click UI elements, type code, run commands, take screenshots, read editor state, and record GIFs.
    15 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Wraps the local Qoder CLI into an MCP server, enabling any MCP client to delegate coding tasks to a local Qoder agent with session management, sandboxed permissions, and model selection.
    3
    102 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Exposes 31 high-assurance agentic coding skills as MCP tools and resources, enabling AI agents to invoke structured workflows across DISCIPLINE, TECHNIQUE, KNOWLEDGE LAYER, and REFERENCE registers.
    5
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    A Model Context Protocol server that provides integration with LeetCode APIs, enabling automated interaction with programming problems, contests, solutions, and user data across both leetcode.com and leetcode.cn platforms.
    9
    196 npm
    151
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables external agents to list T3 environments and projects, start coding threads, monitor progress, send follow-up instructions, and interrupt running turns via MCP.
    7
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    Enables coding agents to search and retrieve persistent repository memory created by Cliper, providing context, gaps, architecture, and timeline information via MCP tools.
    6
    -
  • F
    license
    A
    quality
    D
    maintenance
    A safe, local MCP server that lets Claude drive a controlled software-development loop (inspect, read, plan, patch, apply, check, analyze, fix, summarize) on a project, using deterministic tools and real diffs/test runs.
    10
    1
    -
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for StampUI that lets AI coding agents browse the block registry and install blocks as real .tsx source files.
    4
    11 npm
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables coding agents to install and manage Paydirt's iOS SDK for user feedback, trial cancellation, and subscription cancellation, with Slack integration and app building.
    23
    55 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    An MCP (Model Context Protocol) server that enables integration with the Simplifier Low Code Platform. This server provides tools and capabilities for creating and managing Simplifier Connectors and BusinessObjects through the platform's REST API.
    17
    382 npm
    5
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    An MCP server that connects Gemini 2.5 Pro to Claude Code, enabling users to generate detailed implementation plans based on their codebase and receive feedback on code changes.
    5
    14
    -
  • F
    license
    A
    quality
    B
    maintenance
    Wraps the kscc CLI as a stdio MCP server, enabling MCP clients to delegate coding tasks via headless prompt execution and session continuation.
    2
    -
  • F
    license
    A
    quality
    D
    maintenance
    An MCP server that allows coding agents to look up contextual rules and patterns on demand, providing just-in-time guidance for specific tasks like writing tests or authoring UI.
    2
    8
    -
  • A
    license
    A
    quality
    C
    maintenance
    A comprehensive MCP server providing tools for AI agents to interact with code, including reading symbols, importing modules, replacing text, and sending OS notifications.
    3
    13 npm
    10
    MIT