Skip to main content
Glama
72,443 servers. Updated

Matching MCP tools:

Matching MCP Connectors:

"Understanding Structured Thinking" matching MCP servers:

  • web-perception-mcp

    JaviGala
    A
    license
    A
    quality
    A
    maintenance
    A DOM-first, vision-second MCP server for webpage analysis, combining structural DOM extraction with MiniMax vision to provide accurate, context-rich page understanding for AI coding assistants.
    4
    Apache 2.0

  • Jina AI Remote MCP Server

    wlmwwx
    A
    license
    A
    quality
    C
    maintenance
    Provides access to Jina AI's suite of web tools including URL reading, web/image/academic search, content extraction, embeddings, and reranking capabilities. Enables AI assistants to search the web, extract content from URLs, and process information with semantic understanding.
    19
    Apache 2.0

  • Web Search MCP Server

    williamvd4
    A
    license
    B
    quality
    D
    maintenance
    Enables free web searching using Google search results with no API keys required, returning structured results with titles, URLs, and descriptions.
    1
    46
    5
    MIT

  • Scrapezy MCP Server

    kxkaloo
    -
    license
    B
    quality
    -
    maintenance
    A Model Context Protocol server that enables AI models to extract structured data from websites through the extract\_structured\_data tool.
    1
    19
  • Scrapezy by Scrapezy

    Scrapezyofficial

    Scrapezy
    A
    license
    C
    quality
    C
    maintenance
    MCP Server enabling integration with Scrapezy to retrieve structured data from websites.
    1
    19
    13
    MIT

  • Playwright MCP Server

    amrendra05
    A
    license
    -
    quality
    -
    maintenance
    Enables browser automation and web interaction through structured accessibility snapshots using Playwright. Supports clicking, typing, navigation, form filling, and other web actions without requiring screenshots or vision models.
    6,659,312

  • Crawl4AI MCP Server

    weidwonder
    A
    license
    -
    quality
    F
    maintenance
    Crawl4AI MCP Server is an intelligent information retrieval server offering robust search capabilities and LLM-optimized web content understanding, utilizing multi-engine search and intelligent content extraction to efficiently gather and comprehend internet information.
    149
    MIT

  • proxyclaw-mcp-py

    Iploop
    A
    license
    -
    quality
    D
    maintenance
    MCP server giving AI agents controlled residential-proxy web access with optional browser rendering and structured extraction from 60+ sites.
    1
    MIT

  • Playwright MCP

    sasakiblog26-lgtm
    A
    license
    -
    quality
    D
    maintenance
    Provides browser automation capabilities for LLMs using Playwright's accessibility tree, enabling web page interaction through structured data without vision models.
    Apache 2.0

  • mcp-internet

    Sonesh-2202
    A
    license
    -
    quality
    C
    maintenance
    Enables local LLMs to search the web, scrape pages, and extract structured data (tables, metadata) from sources like Wikipedia and IMDb, with caching and rate limiting.
    MIT

  • TextWeb

    chrisrobison
    A
    license
    -
    quality
    C
    maintenance
    Renders web pages as structured text grids for AI agents to browse and interact with, preserving spatial layout without screenshots.
    9
    103
    MIT

  • readable-mcp

    tommypj
    A
    license
    -
    quality
    C
    maintenance
    Converts any URL into clean, LLM-ready Markdown, text, or HTML with production-grade features like SSRF protection, rate limiting, retries, caching, and structured error handling.
    MIT

  • Playwright MCP

    njoppi2
    A
    license
    -
    quality
    D
    maintenance
    Provides browser automation capabilities using Playwright, allowing LLMs to interact with web pages through structured accessibility snapshots without needing screenshots or vision models.
    2
    Apache 2.0

  • MCP Server

    tcpipuk
    A
    license
    -
    quality
    D
    maintenance
    A server that enables AI assistants like Claude to safely run Python code and access websites, processing data for better AI understanding while providing helpful error messages.
    3
    GPL 3.0

  • Playwright MCP

    priyshi
    A
    license
    -
    quality
    C
    maintenance
    Enables LLMs to interact with web pages through structured accessibility snapshots using Playwright, providing fast and lightweight browser automation without needing vision models.
    6,659,312
    Apache 2.0

  • seocli

    lennney
    A
    license
    -
    quality
    B
    maintenance
    Enables AI agents to crawl and audit websites for SEO issues, returning structured JSON reports with errors, warnings, and key statistics.
    MIT