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117,166 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, November 2026Ranked from 5,034 matching servers on stars, growth, downloads and maintenance. Updated .

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    Local server that lets Claude Code and Claude Desktop drive NotebookLM and Google Flow through the user's own logged-in Edge or Chrome session instead of a paid API, covering notebooks, sources, cited answers, Studio outputs (audio/video overviews, slides, reports, mind maps, quizzes) and image/video generation with Veo. It also self-verifies the buttons, menus and internal calls it relies on and reports exactly what the provider changed.
    58
    MIT
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    Enables Claude, Cursor, or any MCP client to create consistent AI characters, generate Veo 3.1 and Omni videos, edit clips, build scenes, export MP4s, and chat with Google Flow's creative agent. Automates AI video production workflows such as reels, storyboards, and multi-shot stories through natural language, with credit guardrails and dry-run pricing.
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    10
    MIT
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    Enables MCP-compatible agents to access KaiRouter's video generation API, providing tools to list available video models, generate videos (text-to-video or image-to-video) asynchronously, check job status, and list recent jobs.
    4
    MIT
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    MCP server for Blender that connects to the official Blender Lab add-on, exposing 27 tools for scene manipulation, object editing, materials, rendering, and Python execution through the add-on's actual wire protocol.
    27
    1
    MIT
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    Enables coding agents to turn explanations of code, pull requests, or concepts into narrated slide walkthroughs voiced locally with Kokoro, returning a link that starts playing in about a second while the remaining slides are still being written. Slides are grounded in real files and git history, checked for errors, and exportable as static folders with captions.
    7
    2
    MIT
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    Captions video and audio files on your computer with Cuecaps: animated word-by-word captions in 10 styles, exported as a burned-in MP4, a transparent MOV/WebM overlay for Premiere, Resolve or CapCut, or SRT/VTT subtitles. Rendering runs in local headless Chrome, so the video never uploads; captioning needs a Cuecaps Creator or Pro key.
    5
    208 npm
    1
    MIT
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    An MCP server that reads and builds CapCut projects locally, enabling natural language queries about project contents, missing media, and creation of new edits including beat-synced cuts.
    2
    6
    MIT
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    Local-first MCP server that turns long videos into captioned vertical Shorts (face-tracked 9:16 clips, active-speaker cuts, animated captions) or generates Shorts from a topic. Tools: generate_short, extract_clips, generate_social_package, get_render_status, list_supported_modes.
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    MIT
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    An MCP server that enables AI agents to inspect, validate, and preview VRM/VRMA 3D avatar files locally, with tools for metadata extraction, validation, and rendering snapshots or animations via headless Chrome.
    5
    56 npm
    MIT
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    Lets AI apps drive a Chrome tab to record product demo walkthroughs: the AI plans the flow, navigates, clicks and types with a smooth on-screen cursor, then stops so the recording opens in an editor. Everything runs locally over a paired, user-approved connection to the Recordful extension, with no hosting, account, or API key required.
    29
    247 npm
    MIT
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    A security-hardened MCP server for generating and editing images using Google Gemini models. It provides tools for text-to-image creation and iterative image editing with strict input validation and secure file handling.
    3
    1
    MIT
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    MCP server that captures short screen recordings as numbered, timestamped still frames and composes them into a single contact sheet returned as image content, letting AI agents reason about motion, animations, and UI transitions instead of inspecting video frame by frame. Also supports single screenshots and listing targetable windows.
    6
    52 npm
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    MIT
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    Barevalue edits podcast audio. Hand over a raw recording by link or from disk and get back a finished episode: noise and levels fixed, filler words and dead air removed, plus a transcript, show notes and highlight clips for longer episodes. An agent can sign up and place an order with no human step.
    13
    87 npm
    3
    MIT
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    Enables users to describe a sound in plain words inside Claude and receive a generated audio file saved in their project. Supports synthesizing wind, whooshes, creaks, impacts, rain and UI blips, plus seamless loops, layered scenes, varied output formats, loudness targets, and conversion or trimming of existing audio files.
    6
    MIT
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    Enables Codex to inspect a native After Effects project, make scoped edits, and render frames for review through a local macOS bridge. It exposes MCP tools that drive a named After Effects worker without requiring an in-app panel or separate chat client.
    16
    1
    MIT
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    Enables MCP-compatible agents to split a finished song into vocals, drums, bass, and other stems using local Demucs or a remote command, with asynchronous job status and cancellation.
    4
    AGPL 3.0