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112,975 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 .

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    Enables LLMs to create animated, narrated tours of GitHub pull requests, with a local browser viewer showing diffs and code highlights while speaking the narration aloud.
    7
    MIT
  • A
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    quality
    A
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    Odds are, most of what you want to build is already open source. Tell your AI agent what you're making, and it finds it: which repos to use as they are, which to adapt, and what's left for you to write. Every repo it names is real, licensed for your use or flagged, and checked live.
    3
    480 npm
    1
    MIT
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    Connects MCP-compatible AI coding agents to self-hosted instances so they can discover projects, repositories, and branches, then create or update pull requests from a local Git context and return the PR number and browser URL. An explicit repository allowlist restricts all repository and pull request reads and writes.
    5
    MIT
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    A Node.js implementation that enables browsing Git repositories through the Model Context Protocol, providing features like displaying directory structures, reading files, searching code, comparing branches, and viewing commit history.
    27
    51 npm
    2
    MIT
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    Provides a clean interface for Perforce (P4) operations in Claude Desktop, wrapping P4 commands for reliable, non-interactive use with structured responses and multi-project support.
    25
    364 npm
    29
    MIT
  • A
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    MCP server that enables your agents to use coding rules from any or your GitHub repository. Instead of workspace rules files, you can now prompt agents to access the your coding rules from any repository.
    10 npm
    13
    MIT
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    C
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    An MCP server that gates agent pull request merges by scoring each diff's blast radius with ripwire, letting changes at or under a threshold through automatically. Changes over the threshold are blocked until a human reviews the exact diff and signs a single-use, expiring approval with a local CLI.
    Apache 2.0
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    Enables AI agents to securely access local development capabilities such as files, Git, processes, browser control, Windows automation, WSL, and observability through MCP on Windows and macOS.
    MIT
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    B
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    A read-only remote MCP gateway that lets MCP-capable agents discover GitHub REST endpoints and run many read-only GitHub reads (files, issues, comments, pull requests, checks) inside a single sandboxed JavaScript execution, returning only the compact result needed. This cuts model/tool round trips and context use, with enforced read-only access, repository allowlisting, and GitHub App authentication.
    MIT
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    Enables ChatGPT web, desktop, and computer use to access and automate a Mac via 228 MCP tools, including local files, Git, processes, macOS native automation, browser control, and durable goal continuation.
    9 npm
    MIT
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    Indexes commit history to create a queryable expert, providing insights into code evolution, developer intent, and hidden patterns beyond static code analysis.
    MIT
  • A
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    Overboard's Claude Code plugin: a Python-stdlib MCP server that tracks Claude Code activity across all your repos (commits, diffs, pending work) and records summaries, review flags, architecture/prompt/data-shape notes and digests to a local browser dashboard. No API key; the AI runs on your Claude Code subscription.
    MIT
  • A
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    A
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    Provides MCP servers that wrap developer tools like git, npm, Docker, and test runners, returning schema-validated, token-efficient JSON so agents can use structured data directly.
    0
    MIT