Skip to main content
Glama
74,270 servers. Updated

Matching MCP tools:

Matching MCP Connectors:

"Qdrant vector database and search engine" matching MCP servers:

  • Google Search Engine MCP

    Eivs
    F
    license
    -
    quality
    D
    maintenance
    Enables Google search queries and webpage content extraction through an MCP server deployed on Cloudflare Workers. Supports single and batch webpage content extraction with integrated OAuth authentication.
    1
  • WebLoom Engine by webloomhq

    WebLoom Engineofficial

    webloomhq
    A
    license
    -
    quality
    A
    maintenance
    MCP server giving AI agents 86 tools for browser automation via Chrome DevTools Protocol, including navigation, click/fill ladders, network inspection, per-site cracks, and optional marketplace for site-specific knowledge packs.
    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

  • search-engine

    KB01111
    F
    license
    -
    quality
    C
    maintenance
    An MCP server that searches and scrapes multiple sources concurrently (web, DuckDuckGo, Wikipedia, arXiv, Hacker News) and renders an interactive picker UI where users can multi-select sources and delve into full page content.

  • 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

  • MCP Search Server

    ZhenMoon
    A
    license
    -
    quality
    A
    maintenance
    Multi-engine aggregated search MCP server that combines results from 7 search engines with deduplication, relevance ranking, and web page content extraction.
    1
    MIT

  • 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

  • cf-search-mcp

    ferocknew
    F
    license
    -
    quality
    B
    maintenance
    A Cloudflare Worker MCP server that provides multi-engine search with fallback and web page fetching capabilities, supporting various search APIs and content extraction.
    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

  • google-search-mcp

    esinecan
    A
    license
    A
    quality
    B
    maintenance
    MCP server for Google Search using a logged-in browser profile, delivering personalized, ad-free results with advanced operators and pagination. It also fetches web pages as markdown through the same browser session.
    5
    MIT

  • Ollama Web Search

    deXterbed
    A
    license
    A
    quality
    A
    maintenance
    Enables web search and web fetch operations using Ollama's hosted APIs, allowing MCP clients to search the web and retrieve page content.
    2
    MIT