Skip to main content
Glama
77,029 servers. Updated

Matching MCP tools:

Matching MCP Connectors:

"Exploring GraphRAG and HybridRAG" matching MCP servers:

  • webnav

    lucyfuur94
    A
    license
    Not graded
    quality
    A
    maintenance
    webnav is an MCP server that gives web-browsing AI agents a reusable, deterministic site map, so they stop re-exploring sites every run. It enables page-to-page navigation with zero LLM overhead, pausing only at genuine decision points.
    39
    Apache 2.0

  • MCP Server for Stealth Web

    maxylev
    A
    license
    A
    quality
    A
    maintenance
    A fault-tolerant, stealth-enabled Model Context Protocol (MCP) server for web searching and content fetching. Built for AI Agents (Cursor, Claude Code, OpenCode), it uses a stealth browser engine to fetch pages, dynamically handles SPAs/React, and converts bloat into token-optimized Markdown.
    2
    319
    2
    MIT

  • Browser[X]MCP

    rnd-pro
    A
    license
    B
    quality
    C
    maintenance
    Enables AI-driven browser automation with advanced form testing, batch operations, and intelligent element extraction for MCP-compatible applications.
    14
    10
    MIT

  • P-Link-MCP

    paracetamol951
    A
    license
    B
    quality
    D
    maintenance
    Payment & Transaction Tools that allow AI agents to send, receive, and request payments
    11
    37
    2
    Apache 2.0
  • SendSoon AI MCP by sendsoon

    SendSoon AI MCPofficial

    sendsoon
    A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to send emails, perform IP lookups, and convert files to Markdown.
    6
    MIT

  • Google Search MCP Server

    mixelpixx
    A
    license
    Not graded
    quality
    A
    maintenance
    An MCP (Model Context Protocol) server that provides Google search capabilities and webpage content analysis tools. This server enables AI models to perform Google searches and analyze webpage content programmatically.
    59
    252
    ISC
  • mcp-server-browserbase by browserbase

    mcp-server-browserbaseofficial

    browserbase
    -
    license
    Not graded
    quality
    F
    maintenance
    This server provides cloud browser automation capabilities using Browserbase, Puppeteer, and Stagehand. This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a cloud browser environment.
    3,231
    3,413
    MIT

  • pagewatch

    toolshedlabs-hash
    A
    license
    Not graded
    quality
    B
    maintenance
    Gives an agent a real browser. Turns any url into clean markdown, takes a screenshot of a url, and converts a url or raw html to pdf. It runs javascript, so it works on pages that a plain fetch returns empty. Respects robots.txt and refuses sites that block automation instead of trying to defeat them. No signup and no api key to start: the first call mints a free trial key and hands it back.
    MIT

  • chrome-mcp-server

    adejaimejr
    A
    license
    Not graded
    quality
    D
    maintenance
    Bridges Chrome DevTools with Cursor AI to enable debugging and monitoring, including console logs, network requests, screenshots, and element inspection.
    30
    4
    MIT

  • docs-mcp-server

    arabold
    A
    license
    Not graded
    quality
    A
    maintenance
    A Model Context Protocol (MCP) server that scrapes, indexes, and searches documentation for third-party software libraries and packages, supporting versioning and hybrid search.
    3,225
    1,674
    MIT

  • AnyCrawl MCP Server

    any4ai
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables web scraping and crawling capabilities for LLM clients, supporting single-page scraping, multi-page website crawling, and web search with multiple engines (Playwright, Cheerio, Puppeteer) and flexible output formats including markdown, HTML, text, and screenshots.
    18
    6
    MIT

  • morph-websearch-mcp

    sabari245
    A
    license
    Not graded
    quality
    B
    maintenance
    Enables web search, page fetching, and AI-powered research via DuckDuckGo, with context compaction and agent reasoning using morphllm.
    MIT