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"Exploring GraphRAG and HybridRAG" matching MCP servers:

  • google_analytics

    pipeworx-io
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables querying Google Analytics 4 data through MCP tools for running reports, listing properties, getting real-time metrics, and exploring metadata.
    12
    MIT

  • image-metadata-embed-and

    Desmond-Labs
    A
    license
    Not graded
    quality
    D
    maintenance
    A streamlined MCP server for XMP metadata embedding with beautiful formatting and smart filename indicators, enabling metadata embedding, reading, validation, and report generation for lifestyle, product, and orbit schemas.
    MIT

  • Pick an Agency

    Natden444
    A
    license
    A
    quality
    A
    maintenance
    Search 47,000+ marketing agencies and get AI-matched with fitted agencies, from Pick an Agency.
    3
    2
    MIT

  • storeshots-mcp

    mtbun
    A
    license
    A
    quality
    A
    maintenance
    An MCP server that turns raw app screenshots into polished, pixel-perfect store listing visuals with device frames, benefit-driven headlines, brand colors, and exact store dimensions for iOS and Android.
    5
    129
    20
    MIT
  • @kaminari-ad/mcp by kaminari-ad

    @kaminari-ad/mcpofficial

    kaminari-ad
    A
    license
    A
    quality
    A
    maintenance
    Lets AI agents launch scans, inspect results, manage campaigns and policies, and read alerts directly against your Kaminari Ad workspace via your API key, with 82 tools covering most of the API surface.
    98
    355
    MIT

  • Naver Search Ad MCP

    PlatAid
    A
    license
    A
    quality
    C
    maintenance
    An MCP server for the Naver Search Ad API that enables querying campaigns, ad groups, keywords, stats, keyword research, and bid estimates through any MCP client.
    19
    MIT

  • Google Ad Manager MCP Server

    MatiousCorp
    A
    license
    A
    quality
    F
    maintenance
    Enables AI assistants to manage Google Ad Manager campaigns, line items, creatives, and advertisers through natural language, automating ad operations that normally require countless clicks through the UI.
    35
    17
    MIT

  • LinkedIn Sales & Navigator MCP

    adityaidev
    F
    license
    A
    quality
    Not graded
    maintenance
    Enables AI assistants to interact with LinkedIn and LinkedIn Sales Navigator for searching profiles, managing leads, and handling messaging via cookie-based authentication. It supports professional networking tasks such as sending connection requests and retrieving account details through the Model Context Protocol.
    22
    1

  • Tencent Ad MCP Server

    andyleimc-source
    A
    license
    C
    quality
    C
    maintenance
    Wraps all Tencent Ads Marketing API v3.0 endpoints as MCP tools, enabling AI assistants to directly manage ads, creatives, reports, and more via natural language.
    42
    16
    3
    Apache 2.0
  • WebWeaver Nexus MCP Server by webweaver-nexus

    WebWeaver Nexus MCP Serverofficial

    webweaver-nexus
    A
    license
    Not graded
    quality
    D
    maintenance
    Exposes WebWeaver Nexus services — waitlist signup with embedded form, product overview, and contact info — to MCP-enabled hosts via Streamable HTTP.
    Apache 2.0
  • ME-QR MCP Server by me-qr

    ME-QR MCP Serverofficial

    me-qr
    A
    license
    Not graded
    quality
    C
    maintenance
    Cloud-hosted MCP server that enables AI assistants to create, update, and manage QR codes on me-qr.com via OAuth, supporting types like URLs, Wi-Fi, vCards, PDFs, and images.
    MIT

  • SEO Insights MCP Server

    mrgoonie
    A
    license
    Not graded
    quality
    F
    maintenance
    Connects AI assistants to SEO APIs for backlinks analysis, keyword research, and traffic analysis.
    12
    28
    MIT

  • mcp-gads

    pijusz
    A
    license
    Not graded
    quality
    B
    maintenance
    Enables querying and managing Google Ads campaigns, keywords, assets, and more via natural language, with support for multiple MCP clients.
    241
    1
    MIT

  • harvey-design-system-mcp

    thenpceo
    A
    license
    Not graded
    quality
    C
    maintenance
    A Model Context Protocol server that exposes a versioned brand package (tokens, rules, recipes, media rights, and audit gates) as resources, tools, and prompts for AI agents. It enables agents to plan and audit on-brand UI, image, motion, and video outputs while remaining read-only and credential-free.
    MIT

  • AdMob MCP Server

    kunny
    A
    license
    Not graded
    quality
    C
    maintenance
    Exposes the Google AdMob API as MCP tools for managing AdMob accounts, generating network and mediation reports, and listing apps and ad units.
    130
    3
    Apache 2.0

  • SEO Content Analysis MCP

    pelegreenall
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables Claude to perform full SEO audits on unpublished HTML, Markdown, or Word documents, including keyword analysis, meta tag suggestions, readability scoring, and heading structure validation.
    8
    MIT