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20 Best Web Search MCP Servers: compared and ranked, November 2026Ranked from 2,120 matching servers on stars, growth, downloads and maintenance. Updated .

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"Understanding Perplexity in Relation to Claude" matching MCP servers:

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    A music MCP server enabling multi-agent collaboration where AI agents jam together in real-time, with 20 tools, conductor mode, and zero dependencies.
    122 npm
    38
    AGPL 3.0
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    Enables music management through search, playlist creation, and intelligent recommendations. Supports searching by song, artist, or album, creating and managing playlists, and getting music recommendations based on genre and mood.
    7
    3 npm
    MIT
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    An integration that allows Claude Desktop to interact with Spotify, enabling users to control playback, search music, manage playlists, and get recommendations through natural language commands.
    19
    53
    Mozilla Public 2.0
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    A comprehensive guide and template collection for building model Context Protocol (MCP) servers using FastMCP and deploying them to Google Cloud Run.
    1
    2
    Apache 2.0
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    Enables Plex Media Server administration including library management, media file identification and renaming, batch processing, and automatic ingestion with folder watching.
    1
    MIT
  • F
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    Integrates YouTube with Claude Code, enabling video transcript retrieval, search, metadata extraction, channel info, playlists, comments, trending videos, engagement analytics, chapter extraction, SponsorBlock integration, and most-replayed heatmaps.
    15
    14 npm
    16
    -
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    A read-only local MCP server that connects Claude to a user's own YouTube channel analytics, enabling channel health checks, per-video bottleneck diagnosis, fair video comparisons, publishing-time recommendations and audience question extraction. All insights are labelled as measured, derived, estimated or recommended, and data never leaves the user's machine.
    15
    1
    MIT
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    This server connects AI to private YouTube channel analytics, transforming raw data into clear, evidence-based insights. It allows creators to understand channel health, identify video bottlenecks, and determine optimal content strategy and publishing times.
    MIT
  • F
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    C
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    Brings YouTube capabilities to Claude Code, enabling video transcripts, search, metadata, channel info, playlists, comments, trending videos, engagement analytics, chapters, SponsorBlock filtering, and replayed heatmaps.
    14 npm
    -
  • F
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    Enables Claude.ai to search videos, get trending and channel feeds, retrieve video metadata and engagement stats, and fetch or search transcripts over HTTPS.
    -
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    MCP server for Scribefy — extract YouTube transcripts from Claude Desktop, Cursor, Windsurf, ChatGPT custom GPTs, or any other MCP-compatible client.
    4
    65 npm
    1
    MIT
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    An MCP server for The Skeptics' Guide to the Universe podcast — search transcripts, look up episodes, pull Science or Fiction, and search news items, all from inside Claude.
    12
    MIT
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    Lets Claude write and run short JavaScript programs against the YouTube Data, Analytics, and Reporting APIs, plus transcripts and search autocomplete, so multi-step channel tasks like joining upload stats with analytics finish in a single round trip. Code executes in a sandboxed isolate with quota tracking and confirmation gates for destructive or public actions.
    3
    14 npm
    MIT
  • A
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    14 tools for AI agents: transcript extraction in five formats with adjustable segment size, video metadata, video and channel search, channel browsing, in-channel search, playlists, and an asynchronous batch job for up to 4,000 transcripts. Free tier: 100 credits on signup, no card.
    14
    1
    MIT
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    Tells you when your favourite football teams play and where to watch in Denmark, using data from TheSportsDB.com and built-in Danish broadcast hints.
    4
    MIT
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    The Atlas Docs MCP server provides technical documentation of libraries and frameworks for AI assistants, processes the official documentation into Markdown versions suitable for LLMS, and is applicable to McP-compatible LLM clients such as Cursor, Cline, Windsurf, etc.
    5
    2
    Apache 2.0