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20 Best YouTube MCP Servers — compared and ranked, August 2026Ranked from 606 matching servers on stars, growth, downloads and maintenance. Updated .

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"A search for YouTube video scripts" matching MCP servers:

  • Video Metadata MCP

    pickstar-2002
    -
    license
    B
    quality
    Not graded
    maintenance
    Enables comprehensive video file metadata management including reading, editing, and batch processing of video properties like title, description, tags, and technical specifications. Supports multiple video formats with intelligent caching and search capabilities.
    8
    9
    1

  • xlsx-for-ai

    senoff
    A
    license
    A
    quality
    A
    maintenance
    50 tools and 400 functions for working with Excel/.xlsx spreadsheets — read/write, recalculate formulas, diff, repair broken references, and audit. Built for AI agents.
    50
    376
    5
    MIT

  • mcp-for-spotlight

    shaack
    A
    license
    A
    quality
    C
    maintenance
    An MCP server that exposes macOS Spotlight search as tools, wrapping mdfind and mdls to provide full-text and metadata file search across the system.
    2
    MIT

  • MISAMA Search

    miyc176
    A
    license
    Not graded
    quality
    B
    maintenance
    Provides fully local, privacy-preserving semantic search over file names and paths via MCP, using BGE embeddings for fuzzy matching and supporting incremental updates, watch mode, and a loopback-only HTTP server.
    MIT

  • mcps-for-macos

    shaack
    A
    license
    Not graded
    quality
    C
    maintenance
    A collection of small MCP servers for macOS automation that expose Apple Mail, MoneyMoney, and Spotlight functionality as tools via AppleScript and command-line, enabling AI applications to search mail, manage contacts and transactions, and perform system-wide file searches through natural language.
    MIT

  • smart-search

    ekmungi
    F
    license
    Not graded
    quality
    D
    maintenance
    A local-first MCP server that enables semantic search over PDF and DOCX documents using structure-aware parsing and vector storage. It allows users to query their local knowledge base through Claude Code without cloud dependencies or GPU requirements.

  • pdf-search-mcp

    renvk
    A
    license
    A
    quality
    A
    maintenance
    MCP server for full-text search across PDF document collections with offline indexing, ranked results, snippets, and page rendering.
    4
    MIT

  • File Search MCP

    elad12390
    A
    license
    A
    quality
    D
    maintenance
    Enables blazingly fast file and content searching in large codebases using ripgrep, with intelligent filtering, fuzzy finding, and directory tree visualization while respecting .gitignore and avoiding common bloat directories.
    4
    13
    2
    MIT

  • mcp-for-apple-mail

    shaack
    A
    license
    A
    quality
    C
    maintenance
    MCP server that encapsulates Apple Mail on macOS via AppleScript, enabling invoice PDF search, attachment saving, and message flagging through natural language.
    5
    MIT

  • MCP keyword search

    alfaarghya
    F
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol server that enables keyword search within files, returning matching lines with line numbers.
    1
    1

  • mcp-everything-search

    rlaksana
    F
    license
    A
    quality
    D
    maintenance
    Integrates Everything Search with Claude Code for lightning-fast file searching across entire drives, up to 400x faster than traditional methods.
    5

  • Huoshui File Search

    huoshuiai42
    A
    license
    B
    quality
    D
    maintenance
    Enables fast file search on macOS using the native mdfind (Spotlight) command, with support for filtering, regex, sorting, and limiting results.
    1
    MIT

  • mcp-everything-search

    essovius
    A
    license
    B
    quality
    D
    maintenance
    Integrates Everything file search with Claude Desktop, enabling instant Windows filesystem search via natural language queries.
    16
    6
    MIT

  • Everything Search MCP Server

    Alihkhawaher
    F
    license
    B
    quality
    D
    maintenance
    Provides integration with Everything Search Engine allowing powerful file search capabilities through the Model Context Protocol with advanced search options like regex, case sensitivity, and sorting.
    1
    10

  • Ressl MCP Server - Advanced

    DataCleaninghash
    A
    license
    Not graded
    quality
    D
    maintenance
    A sophisticated MCP server providing powerful file search capabilities including single file search, recursive directory search, and file information retrieval.
    MIT

  • mcp-everything-search

    guodaxia9527
    A
    license
    Not graded
    quality
    C
    maintenance
    A high-performance Model Context Protocol (MCP) server built for Windows. Leveraging the native Everything SDK, it provides AI models (like Claude, GPT, Gemini) with millisecond-speed file searching, statistical analysis, and disk usage insights.
    MIT

  • Everything Search MCP Server

    ananyaakamat
    A
    license
    Not graded
    quality
    D
    maintenance
    Integrates with Everything Search Engine to provide lightning-fast file search capabilities across Windows systems using natural language queries and advanced filtering options through MCP-compatible applications.
    1
    ISC