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  • All About Ads MCP

    rugvedp
    F
    license
    A
    quality
    C
    maintenance
    An MCP (Model Context Protocol) server that gives AI agents live, structured ad intelligence across Facebook, Google, and Instagram — data that no base model can produce from training alone. Powered by Apify actors. Works with any MCP-compatible client: Cursor, Claude, etc.
    11

  • For Five Coffee MCP Server

    Kong
    F
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to fetch, search, and organize menu information from For Five Coffee café. Provides access to complete menu data, category filtering, and item search capabilities through both MCP and REST API interfaces.
    4

  • serper-search

    shgsousa
    A
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server that enables web searching using the Serper API for Google search results, with optional web page content fetching.
    2
    MIT

  • Brave Search MCP Server

    vinhphamai23
    A
    license
    -
    quality
    D
    maintenance
    Integrates the Brave Search API to provide web and local search capabilities, including news, articles, and business information. It features smart fallbacks from local to web search and supports pagination and freshness controls.
    204
    1
    GPL 3.0

  • search-box

    Aphelion-Development
    A
    license
    -
    quality
    B
    maintenance
    Provides keyless, privacy-focused web search through DuckDuckGo and SearxNG via MCP, with token-efficient tool discovery and caching.
    MIT

  • search-mcp

    7-e1even
    A
    license
    -
    quality
    C
    maintenance
    Aggregates security research articles from WeChat, QAX Butian, and Xianzhi community, with optional KimiCode web search. Supports smart deduplication, article fetching, and anti-bot measures.
    MIT

  • Crawl4AI RAG MCP Server

    utaschulz1
    A
    license
    -
    quality
    D
    maintenance
    Provides web crawling and RAG capabilities for AI agents, enabling scraping of websites, storing content in a vector database (Supabase), and performing semantic search over crawled data.
    MIT

  • Crawl4AI RAG MCP Server

    coleam00
    A
    license
    -
    quality
    C
    maintenance
    Web crawling and RAG implementation that enables AI agents to scrape websites and perform semantic search over the crawled content, storing everything in Supabase for persistent knowledge retrieval.
    2,233
    MIT

  • MCP Crawl4AI RAG

    rbj2000
    A
    license
    -
    quality
    D
    maintenance
    A database-agnostic MCP server that integrates web crawling with Retrieval Augmented Generation, supporting multiple AI providers and vector database backends for flexible and intelligent content retrieval.
    1
    MIT

  • py-mcp-qdrant-rag

    amornpan
    F
    license
    -
    quality
    D
    maintenance
    Enables semantic search and retrieval-augmented generation (RAG) using Qdrant vector database. Supports indexing documents from URLs and local directories, with flexible embedding options using Ollama or OpenAI.
    2

  • web-search-mcp

    victormacaubas
    F
    license
    A
    quality
    B
    maintenance
    A local MCP server that gives Claude Code web search capabilities using DuckDuckGo, enabling discovery of URLs from natural language queries.
    1
    1