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78,583 servers. Updated
20 Best YouTube MCP Servers — compared and ranked, August 2026Ranked from 622 matching servers on stars, growth, downloads and maintenance. Updated .

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"A search for a song on YouTube" matching MCP servers:

  • 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
    597
    5
    MIT

  • metric-shift-mcp-server

    h-kazuki-pixel
    A
    license
    A
    quality
    B
    maintenance
    Answers "sales dropped since last week — where?" by comparing a target period against a weekday-adjusted baseline and localizing which attribute combinations (e.g. channel=web, or Tuesday nights) explain the shift. Runs fully offline on your own CSV — no API key, no ML training, read-only.
    2
    MIT

  • FAIM MCP Server

    S-FM
    A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol (MCP) server that integrates the FAIM time series forecasting SDK with any MCP-compatible AI assistant, enabling AI-powered forecasting capabilities.
    2
    25
    8
    MIT

  • MCP Mix Server

    mlstudios-ai
    F
    license
    A
    quality
    Not graded
    maintenance
    A tutorial implementation MCP server that enables analysis of CSV and Parquet files. Allows users to summarize data and query file information through natural language interactions.
    2

  • fivetran-mcp

    livemau5
    A
    license
    A
    quality
    D
    maintenance
    A hybrid Fivetran MCP server with 23 native tools for common data engineering tasks and two universal tools (search/execute) that unlock all 161 Fivetran REST API endpoints.
    25
    MIT

  • MCP Server RubyGems

    6
    F
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol server that allows interaction with the RubyGems.org API to fetch metadata about Ruby packages, search gems, and explore dependencies and ownership information.
    6
    1

  • FileMaker MCP Server

    ta-toshio
    F
    license
    B
    quality
    D
    maintenance
    Enables read-only access to FileMaker databases through the Data API, allowing users to retrieve records, analyze metadata, search across layouts, and infer relationships while maintaining data security.
    16

  • MCP Weather Server

    adarshem
    A
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server that provides tools to fetch weather alerts for US states and forecasts based on latitude/longitude coordinates using the US National Weather Service API.
    2
    76
    1
    MIT

  • ETL-D MCP Server

    pablixnieto2
    A
    license
    C
    quality
    Not graded
    maintenance
    Provides deterministic data parsing and enrichment for AI agents, including bank statements, trade history, EDI, PDFs to structured markdown, and atomic enrichment for amounts, dates, and addresses, with strict schema enforcement to prevent hallucinations.
    37
    39
    2
    ISC
  • GlassFlow MCP Server by glassflow

    GlassFlow MCP Serverofficial

    glassflow
    A
    license
    Not graded
    quality
    B
    maintenance
    Model Context Protocol server for managing and diagnosing GlassFlow streaming pipelines, exposing pipeline CRUD, metrics queries, log search, and a composite diagnostic tool as MCP tools that AI agents can call over SSE transport.
    Apache 2.0
  • VeloDB MCP Server by velodb

    VeloDB MCP Serverofficial

    velodb
    A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that exposes VeloDB analytics data to AI clients through a governed semantic metrics layer (MetricFlow) and raw SQL fallback, with multi-workspace isolation, staging workflows, and a web UI for managing models.
    Apache 2.0
  • MOSTLY AI MCP Server by mostly-ai

    MOSTLY AI MCP Serverofficial

    mostly-ai
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables LLM agents to interact with the MOSTLY AI Platform for generating synthetic data, including training generators, managing data connectors, executing queries, and generating synthetic datasets with OAuth 2.1 authentication.
    2
    Apache 2.0