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77,217 servers. Updated
19 Best Browser Automation MCP Servers — compared and ranked, August 2026Ranked from 2,623 matching servers on stars, growth, downloads and maintenance. Updated .

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"Automating web browser searches using Chrome" matching MCP servers:

  • context-ops-mcp

    tornidomaroc-web
    A
    license
    Not graded
    quality
    B
    maintenance
    Gives your AI coding agent a bounded map of an unfamiliar TypeScript SaaS repo: where the code lives, what's risky to touch, and where the money / auth / user flows are. Provides eight MCP tools for orientation, task focus, risk assessment, and SaaS-specific observations without AST or type checking.
    14
    MIT

  • WebTrace MCP Server

    kings0527
    F
    license
    Not graded
    quality
    B
    maintenance
    Exposes reverse engineering capabilities via MCP protocol, enabling AI agents to automatically detect, analyze, trace, and deobfuscate JSVMP protected JavaScript code.
    2

  • Code Search MCP

    YamadaYoukai
    F
    license
    A
    quality
    B
    maintenance
    Provides a code search service via MCP, allowing AI clients to perform fast, indexed searches across large codebases using Zoekt, with support for filters like repository, language, and path.
    2

  • fastcontext_explore

    LIVELUCKY
    A
    license
    A
    quality
    C
    maintenance
    An MCP server that wraps Microsoft's FastContext as a read-only repository exploration subagent, enabling coding agents to delegate broad code searches and receive compact file:line citations.
    1
    1
    MIT

  • bc-source-mcp

    glachana
    A
    license
    A
    quality
    A
    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
    14
    MIT

  • Fast Context MCP

    SammySnake-d
    A
    license
    A
    quality
    A
    maintenance
    Enables AI-driven semantic code search by leveraging Windsurf's reverse-engineered protocol to perform multi-round local searches using natural language. It automatically executes bundled ripgrep and file operations to return relevant code snippets and file paths to MCP-compatible clients.
    2
    766
    353
    MIT

  • Acemcp

    qy527145
    A
    license
    A
    quality
    C
    maintenance
    Enables semantic code search across codebases with automatic incremental indexing. Searches return relevant code snippets with file paths and line numbers based on natural language queries.
    1
    809
    Apache 2.0

  • hive-mcp

    Ocuco
    A
    license
    A
    quality
    D
    maintenance
    Integrates Jira and Sourcegraph, enabling LLMs to retrieve and comment on Jira issues and perform code searches using Sourcegraph.
    7
    MIT

  • AgentSkills MCP Server

    primadonna-gpters
    F
    license
    A
    quality
    D
    maintenance
    Provides AI tools with access to real-time web search, automated code reviews, and detailed Korean business information through the AgentSkills API. It enables users to perform structured searches, analyze code for security and performance, and retrieve Korean company financial data.
    3

  • Dev Advisor MCP Server

    mukiwu
    A
    license
    A
    quality
    D
    maintenance
    Analyzes JavaScript/TypeScript projects for code modernization opportunities, checks browser compatibility via Can I Use, searches MDN documentation, and recommends modern Web API alternatives to reduce bundle size and improve performance.
    6
    23
    5
    MIT

  • Search Tools MCP Server

    voxmenthe
    A
    license
    B
    quality
    D
    maintenance
    Enables intelligent code analysis and search across repositories using the CodeRank algorithm (inspired by PageRank) to identify critical modules, trace dependencies, find code hotspots, and perform context-aware keyword searches with importance-ranked results.
    21
    32
    Apache 2.0
  • CORPUSfm by CORPUSfm

    CORPUSfmofficial

    CORPUSfm
    A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI assistants and automation to inspect, compare, and manage FileMaker schema artifacts via MCP, including exploring objects, tracing references, generating diffs between versions, and automating schema tasks through jobs.
    Apache 2.0

  • Flashlight

    1PercentSync
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables whole-codebase code search using natural language queries by leveraging DeepSeek's 1M context window. Automatically shards large projects and utilizes prefix caching for cost-effective repeated searches.
    63
    1
    ISC